apl. Prof. Al-Hamadi

apl. Prof. Dr.-Ing. habil. Ayoub Al-Hamadi
Institut für Informations- und Kommunikationstechnik
Aktuelle Projekte
- Implizite mobile Mensch-Roboter-Kommunikation für die räumliche Handlungskoordination mit aktionsspezifischer semantischer Umgebungsmodellierung
Laufzeit: 01.09.2022 - 31.08.2025 - 3D-basierte Mensch-Roboter Kollaboration mit räumlicher Situationsanalyse zur Ad-Hoc-Assistenz bei dynamischen Warentransportprozessen
Laufzeit: 01.09.2022 - 31.08.2025 - Entwicklung und systematische Validierung eines Systems zur kontaktlosen, kamerabasierten Messung der Herzratenvariabilität
Laufzeit: 01.06.2022 - 31.05.2025 - Blickschätzung basierend auf dem kombinierten Loss von Regression und Klassifizierung
Laufzeit: 01.01.2022 - 01.10.2024 - Die Wirkung des Einsatzes KI gestützter Technologie zur Lügenerkennung in Verhandlungen
Laufzeit: 01.10.2021 - 29.02.2024 - Personenidentifikation in realer Mensch-Roboter-Interaktionsumgebung
Laufzeit: 02.11.2020 - 01.11.2023
Abgeschlossene Projekte
- Autonome Navigation und Mensch-Maschine-Interaktion eines mobilen Roboters in Outdoor-Anwendungen
Laufzeit: 15.09.2019 - 31.05.2022 - Multimodale Erkennung von Druck- und Hitzeschmerzintensität
Laufzeit: 30.11.2017 - 31.03.2022 - Intentionale, antizipatorische, interaktive Systeme (IAIS)
Laufzeit: 01.01.2018 - 31.12.2021 - Human Behavior Analysis (HuBA)
Laufzeit: 01.10.2017 - 30.06.2021 - Human-Machine-Interaction Labs - Roboter Labor
Laufzeit: 01.09.2019 - 30.09.2020 - Ergonomics Assistance Systems for Contactless Human-Machine-Operation
Laufzeit: 01.01.2017 - 31.03.2020 - Mimische und Gestische Expressionsanalyse zur Angstmessung
Laufzeit: 01.11.2017 - 29.02.2020 - Hyperspektrale Vitalparameterschätzung zur automatischen kontaktlosen Stresserkennung
Laufzeit: 01.01.2017 - 30.09.2019 - Kontaktfreie kamerabasierte Messung von Vitalparametern mit verbesserter Störsicherheit
Laufzeit: 01.07.2017 - 30.06.2019 - Optisches Messverfahren mit räumlich verteilten Licht-Projektionen zur hochaufgelösten und schnellen 3D-Oberflächenrekonstruktion
Laufzeit: 01.12.2017 - 30.11.2018 - Optimierung der Reliabilität und Spezifität der automatisierten multimodalen Erkennung von Druck- und Hitzeschmerzintensität
Laufzeit: 01.09.2015 - 31.05.2018 - Aktive Zeilenkamerasysteme zur schnellen und hochauflösenden 3D-Vermessung großer Oberflächen
Laufzeit: 01.12.2015 - 01.03.2018 - Augmented-Reality-System zur Unterstützung von Materialprüfung und Qualitätskontrolle auf industriellen Anlagen - Datenfusion räumlich erfasster Messwerte in der AR-Anwendung
Laufzeit: 01.02.2016 - 28.02.2018 - Mechanismen nonverbaler Kommunikation: Mimische Emotionserkennung sowie Analyse der Kopf- und Körpergestik
Laufzeit: 01.01.2013 - 31.12.2017 - Innovatives Konzept zur bildbasierten Kopfposeschätzung und Fahrerzustandserkennung
Laufzeit: 01.03.2014 - 01.09.2017 - Kontaktfreie kamerabasierte Messung von Vitalparametern mit verbesserter Störsicherheit
Laufzeit: 01.07.2015 - 01.07.2017 - Umgebungserkennung
Laufzeit: 01.01.2013 - 30.12.2016 - Crowd Behavior Analysis in Video Sequences
Laufzeit: 01.10.2013 - 01.10.2016 - Hochaufgelöste Oberflächenforminspektion großflächiger industrieller Oberflächen
Laufzeit: 01.11.2014 - 30.04.2016 - Nicht-intrusive intentions-adaptive Interaktionen in HCI-Umgebung
Laufzeit: 01.10.2012 - 30.03.2016 - 3D-Sensorprinzipien
Laufzeit: 01.11.2014 - 01.03.2016 - 3D-Gesteninteraktion und Fusion von 3D-Bildern (GestFus)
Laufzeit: 01.11.2014 - 01.03.2016 - Trackingbasierte 3D-Rekonstruktion laminarer Risse und Rissbrücken durch Auswertung von Ultraschallsignalen
Laufzeit: 01.07.2014 - 01.01.2016 - Mobile Object Tracking Using Metaheuristics
Laufzeit: 01.10.2013 - 01.01.2016 - Automatische Erkennung arabischer Handschrift
Laufzeit: 01.01.2011 - 31.12.2015 - 3Dsensation Strategiephase
Laufzeit: 01.01.2014 - 30.06.2015 - Bildbasierte Emotionserkennung und -quantifizierung auf der Grundlage der Datenfusion
Laufzeit: 01.05.2012 - 01.05.2015 - Radar-Tracking und Klassifizierung für Verbesserung der Sicherheit im Straßenverkehr
Laufzeit: 01.08.2011 - 01.01.2015 - Companion-Technologie in automotiven Anwendungsszenarien zur Werkerassistenz mittels mobiler Augmented Reality
Laufzeit: 01.05.2012 - 31.12.2014 - Weiterentwicklung und systematische Validierung eines Systems zur automatisierten Schmerzerkennung auf der Grundlage von mimischen und psychobiologischen Parametern
Laufzeit: 01.07.2011 - 30.11.2014 - Automatisierte Tankdachprüfung
Laufzeit: 01.10.2012 - 01.04.2014 - Umgebungserkennung /Environment Perception
Laufzeit: 01.01.2009 - 31.12.2012 - Intentionsbasierte Interpretation von Gestensequenzen
Laufzeit: 01.07.2009 - 31.12.2011 - Pilotstudie zur Entwicklung eines Systems zur automatisierten Schmerzerkennung in der postoperativen Phase
Laufzeit: 01.01.2008 - 31.12.2008
2022
Begutachteter Zeitschriftenartikel
A fingerprint-based verification framework using Harris and SURF feature detection algorithms
In: Applied Sciences - Basel: MDPI, Bd. 12 (2022), 1, insges. 16 S.
Fast and precise binary instance segmentation of 2D objects for automotive applications
In: Journal of WSCG - Plzen, Bd. 30 (2022), 1-2, S. 302-305
Robot System Assistant (RoSA) - towards intuitive multi-modal and multi-device human-robot interaction
In: Sensors - Basel: MDPI, Bd. 22 (2022), 3, insges. 24 S.
Dissertation
Automatisierte bild- und videobasierte Mimikanalyse für die Messung von Schmerzen und Facial Action Units
In: Magdeburg: Universitätsbibliothek, 2022, 1 Online-Ressource (xvi, 179 Seiten, 10,89 MB), Illustrationen
2021
Begutachteter Zeitschriftenartikel
A framework for instantaneous driver drowsiness detection based on improved HOG features and Naive Bayesian classification
In: Brain Sciences - Basel: MDPI AG, Bd. 11 (2021), 2
Robust hand gesture recognition using multiple shape-oriented visual cues
In: EURASIP journal on image and video processing/ European Association for Speech, Signal and Image Processing - New York, NY: Hindawi Publishing Corp., Bd. 2021 (2021), insges. 18 S.
SFPD - simultaneous face and person detection in real-time for human-robot interaction
In: Sensors - Basel: MDPI, Bd. 21 (2021), 17, insges. 17 S.
Buchbeitrag
Using facial action recognition to evaluate user perception in aggravated HRC scenarios
In: IEEE Xplore digital library/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE . - 2021, S. 195-199
Semantic-aware environment perception for mobile human-robot interaction
In: IEEE Xplore digital library/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE . - 2021, S. 200-203
Robot System Assistant (RoSA) - concept for an intuitive multi-modal and multi-device interaction system
In: Konferenz: IEEE 2nd International Conference on Human-Machine Systems, ICHMS, Magdeburg, Germany, 8-10 September 2021, Proceedings of the 2021 IEEE International Conference on Human-Machine Systems (ICHMS)/ IEEE International Conference on Human-Machine Systems - [Piscataway, NJ]: IEEE; Nürnberger, Andreas . - 2021, insges. 4 S.
2020
Begutachteter Zeitschriftenartikel
Finding K most significant motifs in big time series data
In: Procedia computer science - Amsterdam [u.a.]: Elsevier, Bd. 170 (2020), S. 595-601
Chord-length shape features for license plate character recognition
In: Journal of Russian laser research - New York, NY [u.a.]: Consultants Bureau, Bd. 41 (2020), 1, S. 156-170
Fusion-based approach for respiratory rate recognition from facial video images
In: IEEE access/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE, Bd. 8 (2020), S. 130036-130047
Von der Fremdbeurteilung des Schmerzes zur automatisierten multimodalen Messung der Schmerzintensität - narrativer Review zum Stand der Forschung und zur klinischen Perspektive
In: Der Schmerz: Organ der Deutschen Gesellschaft zum Studium des Schmerzes, der Österreichischen Schmerzgesellschaft und der Deutschen Interdisziplinären Vereinigung für Schmerztherapie - Berlin: Springer, Bd. 34 (2020), 5, S. 376-387
Simultaneous prediction of valence/arousal and emotions on AffectNet, Aff-Wild and AFEW-VA
In: Procedia computer science - Amsterdam [u.a.]: Elsevier, Bd. 170 (2020), S. 634-641
Pixel-wise motion segmentation for SLAM in dynamic environments
In: IEEE access/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE, Bd. 8 (2020), S. 164521-164528
Robots and wizards - an investigation into natural HumanRobot Interaction
In: IEEE access: practical research, open solutions/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE, Bd. 8 (2020), S. 207635-207642
Multimodale Erkennung von Schmerzintensität und -modalität mit maschinellen Lernverfahren
In: Der Schmerz: Organ der Deutschen Gesellschaft zum Studium des Schmerzes, der Österreichischen Schmerzgesellschaft und der Deutschen Interdisziplinären Vereinigung für Schmerztherapie - Berlin: Springer, Bd. 34 (2020), 5, S. 400-409
Facial cction unit recognition in the wild with multi-task CNN self-Ttaining for the EmotioNet Challenge,
In: IEEE Xplore digital library/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE . - 2020, S. 1649-1652
Buchbeitrag
SLAM-based multistate tracking system for mobile human-robot interaktion
In: Image analysis and recognition ; Part 1/ ICIAR - Cham: Springer; Campilho, Aurélio Part 1 . - 2020, S. 368-376
Deep facial expression recognition with occlusion regularization
In: Advances in visual computing: 15th International Symposium on Visual Computing, ISVC 2020, San Diego, CA, USA, October 5-7, 2020 : proceedings / George Bebis [und 8 andere] (eds.): 15th International Symposium on Visual Computing, ISVC 2020, San Diego, CA, USA, October 5-7, 2020 : proceedings/ ISVC - Cham: Springer . - 2020, insges. 11 S.
Breast cancer imaging using a 24 GHz Ultra-Wideband MIMO FMCW radar - system considerations and first imaging results
In: 14th European Conference on Antennas and Propagation: 15-20 March 2020, Copenhagen, Denmark/ EuCAP - [Piscataway, NJ]: IEEE . - 2020
2019
Abstract
Multimodale Schmerzerkennung mittels Algorithmen der künstlichen Intelligenz
In: Der Schmerz - Berlin: Springer, Volume 33 (2019), Suppl. 1, Poster P04.05, Seite S49
Begutachteter Zeitschriftenartikel
Multi-modal signals for analyzing pain responses to thermal and electrical stimuli
In: JoVE - [S.l.], 2019, 146, Art.-Nr. e59057, insgesamt 12 Seiten
Predicting group contribution behaviour in a public goods game from face-to-face communication
In: Sensors - Basel: MDPI, Volume 19 (2019), 12, Artikelnummer 2786
Effects of video encoding on camera based heart rate estimation
In: IEEE transactions on biomedical engineering: a publication of the IEEE Engineering in Medicine and Biology Society/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE, 1964, Bd. 66.2019, 12, S. 3360-3370
Automatic recognition methods supporting pain assessment$aa survey
In: IEEE transactions on affective computing - New York, NY: IEEE, S. 1-1, 2019
Twofold-multimodal pain recognition with the X-ITE pain database
In: IEEE Xplore digital library/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE, S. 290-296, 2019
Buchbeitrag
Cross-database evaluation of pain recognition from facial video
In: ISPA 2019 - Piscataway, NJ: IEEE; International Symposium on Image and Signal Processing and Analysis (11.:2019), S. 181-186 ; [Konferenz: ISPA 2019, Dubrovnik, Croatia, September 23-25, 2019]
Simultaneous prediction of valence/arousal and emotion categories in real-time
In: Proceedings of the 2019 IEEE International Conference on Signal and Image Processing Applications (IEEE ICSIPA 2019): Kuala Lumpur, Malaysia, September 17-19, 2019 / ICSIPA ; IEEE Signal Processing Society, Malaysia Chapter: Kuala Lumpur, Malaysia, September 17-19, 2019/ IEEE ICSIPA - [Piscataway, NJ]: IEEE, 2019; IEEE ICSIPA (6.:2019) . - 2019, insges. 1 S. ; [Konferenz: IEEE ICSIPA 2019, Malaysia, September 17-19, 2019]
Verhinderung der Überwindung von Gesichtserkennung durch kamerabasierte Vitalparameterschätzung
In: Berlin: Gesellschaft z. Förderung angewandter Informatik, insges. 10 S., 2019 ; [Tagung: FWS19, Berlin, 02. Oktober 2019]
Face attribute detection with MobileNetV2 and NasNet-Mobile
In: ISPA 2019: 11th International Symposium on Image and Signal Processing and Analysis, Dubrovnik, Croatia, September 23-25, 2019/ International Symposium on Image and Signal Processing and Analysis - Piscataway, NJ: IEEE, 2019; Lončarić, Sven . - 2019, S. 176-180 ; [Konferenz: ISPA 2019, Dubrovnik, Croatia, September 23-25, 2019]
Generalizing to unseen head poses in facial expression recognition and action unit intensity estimation
In: 14th IEEE International Conference on Automatic Face and Gesture Recognition - Piscataway, NJ: IEEE, insges. 8 S., 2019
Improvement of data-driven 3-D surface quality inspection by deformation simulation
In: [Piscataway, NJ]: IEEE; IEEE ICSIPA (6.:2019), insges. 1 S. ; [Konferenz: IEEE ICSIPA 2019, Malaysia, September 17-19, 2019]
2018
Artikel in Kongressband
Aktives Zeilenkamerasystem zur schnellen und präzisen Rekonstruktion dreidimensionaler Oberflächen in der Produktion
In: Sensoren und Messsysteme: Beiträge der 19. ITG/GMA-Fachtagung 26.-27. Juni 2018 in Nürnberg - Berlin: VDE Verlag GmbH, S. 479-482
Begutachteter Zeitschriftenartikel
Automatic recognition of common Arabic handwritten words based on OCR and N-GRAMS
In: IEEE Xplore digital library/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE, 2000 . - 2018, S. 3625-3629
Vision-based human activity recognition using LDCRFs
In: International Arab journal of e-technology: IAJet - Amman: Arab Open University, Bd. 15.2018, 3, S. 389-395
Generative vs. Discriminative recognition models for off-line arabic handwriting
In: Sensors - Basel: MDPI, Vol. 18.2018, 9, Art. 2786, insgesamt 23 S.
Automatic arabic Document classification based on the HRWiTD algorithm
In: Journal of software engineering and applications: JSEA - Irvine, Calif: Scientific Research Publ, Bd. 11.2018, 4, S. 167-179
Facial point localization via neural networks in a cascade regression framework
In: Multimedia tools and applications: an international journal - Dordrecht [u.a.]: Springer Science + Business Media B.V, Bd. 77.2018, 2, S. 2261-2283
Head movements and postures as pain behavior
In: PLOS ONE - San Francisco, California, US: PLOS, Vol. 13.2018, 2, Art. e0192767, insgesamt 17 S.
Buchbeitrag
Localizing body joints from single depth images using geodetic distances and random tree walk
In: 2017 IEEE International Conference on Image Processing: proceedings : 17-20 September 2017, China National Convention Center, Beijing, China - Piscataway, NJ: IEEE, S. 146-150, 2018
Towards a novel reidentification method using metaheuristics
In: Recent Developments in Metaheuristics - Cham: Springer, S. 429-445, 2018 - (Operations Research; Computer Science Interfaces Series; 62)
On analogical comparison of ant colony's selectivity decision for migration to an optimal nest site versus reconstruction problem solution by a mouse inside figure 8 maze
In: 1st International Conference on Computer Applications & Information Security: ICCAIS\' 2018, Riyadh, Kingdom of Saudi Arabia, 04-06 April 2018 - [Piscataway, NJ]: IEEE
Real vs. fake emotion challenge - learning to rank authenticity from facial activity descriptors
In: 2017 IEEE International Conference on Computer Vision workshops: 22-29 October 2017, Venice, Italy : proceedings - Piscataway, NJ: IEEE, S. 3073-3078, 2018
Intention-based anticipatory interactive systems
In: SMC 2018: 2018 IEEE International Conference on Systems, Man, and Cybernetics$d7-10 October 2018, Miyazaki, Japan : proceedings/ IEEE International Conference on Systems, Man, and Cybernetics - Piscataway, NJ: IEEE, 2018; Hata, Yutaka . - 2018, S. 2579-2584
Analysis of facial expressiveness during experimentally induced heat pain
In: 2017 Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW): 23-26 Oct. 2017 - [Piscataway, NJ]: IEEE, S. 176-180, 2018
Facial action unit intensity estimation and feature relevance visualization with random regression forests
In: 2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII): 23-26 Oct. 2017 - [Piscataway, NJ]: IEEE, S. 401-406, 2018
Landmark based head pose estimation benchmark and method
In: 2017 IEEE International Conference on Image Processing: proceedings : 17-20 September 2017, China National Convention Center, Beijing, China - Piscataway, NJ: IEEE, S. 3909-3913, 2018
2017
Artikel in Kongressband
Aktive 3D-Zeilensensorsysteme mit vergrößertem Höhenmessbereich
In: 3D-NordOst 2017: Tagungsband : 20. Anwendungsbezogener Workshop zur Erfassung, Modellierung, Verarbeitung und Auswertung von 3D-Daten : Berlin, 07./08. Dezember 2017/ Workshop 3D-NordOst - Berlin, Germany: Gesellschaft zur Förderung Angewandter Informatik e.V. (GFaI), 2017 . - 2017, S. 33-42 ; [Konferenz: 3D-NordOst 2017, 07./08. Dezember 2017, Berlin]
Begutachteter Zeitschriftenartikel
Hand gesture recognition using optimized local Gabor features
In: Journal of computational and theoretical nanoscience: for all theoretical and computational aspects in science, engineering, and biology - Stevenson Ranch, Calif.: American Scientific Publ., Bd. 14.2017, 3, S. 1380-1389 ; [DOI: 10.1166/jctn.2017.6460]
Recognition of human actions based on temporal motion templates
In: British Journal of Applied Science & Technology: BJAST - London [u.a.]: Sciencedomain International, Vol. 20.2017,5, Article no. BJAST. 28318, insgesamt 11 Seiten
Human bodypart classification using geodesic descriptors and random forests
In: IEEE Xplore digital library - New York, NY: IEEE, S. 292-295, 2017
Assessment of iterative closest point registration accuracy for different phantom surfaces captured by an optical 3-D sensor in radiotherapy
In: Computational and mathematical methods in medicine - New York, NY [u.a.]: Hindawi, 2006, 2017, Art. 2938504, insgesamt 14 S.
Buchbeitrag
Human bodypart classification using geodesic descriptors and random forests
In: Proceedings of the fifteenth IAPR International Conference on Machine Vision Applications: May 8-12, 2017, Toyoda Auditorium, Nagoya University, Nagoya, Japan - [Piscataway, NJ]: IEEE, S. 318-321
Non-intrusive gesture recognition in real companion environments
In: Companion technology: a paradigm shift in human-technology interaction - [s.l.]: Springer International Publishing, S. 321-343, 2017
Low cost calibration of stereo line scan camera systems
In: Proceedings of the fifteenth IAPR International Conference on Machine Vision Applications: May 8-12, 2017, Toyoda Auditorium, Nagoya University, Nagoya, Japan - [Piscataway, NJ]: IEEE, S. 296-299
Automated analysis of head pose, facial expression and affect
In: Companion technology: a paradigm shift in human-technology interaction - [s.l.]: Springer International Publishing, S. 365-386, 2017
Continuous low latency heart rate estimation from painful faces in real time
In: 2016 23rd International Conference on Pattern Recognition (ICPR): Cancún Center, Cancún, México, December 4-8, 2016 - [Piscataway, NJ]: IEEE, S. 1165-1170, 2017
Investigation of an augmented reality-based machine operator assistance-system
In: Companion technology - a paradigm shift in human-technology interaction - Cham: Springer, 2017 . - 2017, S. 471-483
Multi-modal information processing in companion-systems - a ticket purchase system
In: Companion technology - a paradigm shift in human-technology interaction: a paradigm shift in human-technology interaction - Cham: Springer, 2017 . - 2017, S. 493-500
Analysis of facial expressiveness during experimentally induced heat pain
In: ResearchGATE: scientific neetwork : the leading professional network for scientists - Cambridge, Mass: ResearchGATE Corp, S. 176-180, 2017
Facial action unit intensity estimation and feature relevance visualization with random regression forests
In: ResearchGATE: scientific neetwork : the leading professional network for scientists - Cambridge, Mass: ResearchGATE Corp, S. 401-406, 2017
2016
Begutachteter Zeitschriftenartikel
A discriminative framework for action recognition using f-HOL features
In: Information - Basel: MDPI Publ, Bd. 7.2016, 4, S. 68
A hybrid cascade approach for human skin segmentation
In: British Journal of Mathematics & Computer Science - London [u.a.]: Sciencedomain International, Bd. 17.2016, 6, insges. 14 S.
A multiresolution approach to model-based 3-D surface quality inspection
In: IEEE transactions on industrial informatics - New York, NY: IEEE, 2005, Bd. 12.2016, 4, S. 1498-1507
Mimische Aktivität differenzierter Schmerzintensitäten - Korrelation der Merkmale von Facial Action Coding System und Elektromyographie
In: Der Schmerz: Organ der Deutschen Gesellschaft zum Studium des Schmerzes, der Österreichischen Schmerzgesellschaft und der Deutschen Interdisziplinären Vereinigung für Schmerztherapie - Berlin: Springer, Bd. 30.2016, 3, S. 248-256
Automatic pain assessment with facial activity descriptors
In: IEEE transactions on affective computing - New York, NY: IEEE, insges. 14 S., 2016
Buchbeitrag
Der Einfluss von Hautfarbensegmentierung auf die kontaktfreie Schätzung von Vitalparametern
In: 22. Workshop Farbbildverarbeitung: 29.-30. September 2016, Ilmenau - Ilmenau: Zentrum für Bild- und Signalverarbeitung, S. 75-83 ; [Kongress: 22. Workshop Farbbildverarbeitung, Ilmenau, 29. - 30. Oktober, 2016]
Kontaktfreie kamerabasierte Messung der Herzrate in Echtzeit
In: 3D SENSATION - transdisziplinäre Perspektiven: innteract conference - Chemnitz: Verlag aw&l Wissenschaft und Praxis, S. 137-147, 2016
Multispektrale Vermessung der Haut zur Verbesserung kontaktloser Herzratenschätzung
In: 22. Workshop Farbbildverarbeitung: 29.-30. September 2016, Ilmenau / Karl-Heinz Franke, Rico Nestler, Zentrum für Bild- und Signalverarbeitung e.V. (Hrsg.): 29.-30. September 2016, Ilmenau/ Workshop Farbbildverarbeitung - Ilmenau: Zentrum für Bild- und Signalverarbeitung, 2016 . - 2016, S. 115-122 ; [Kongress: 22. Workshop Farbbildverarbeitung: 29.-30. September 2016, Ilmenau / Karl-Heinz Franke, Rico Nestler, Zentrum für Bild- und Signalverarbeitung e.V. (Hrsg.), Ilmenau, 29. - 30. Oktober, 2016]
A framework for joint facial expression recognition and point localization
In: 2016 23rd International Conference on Pattern Recognition (ICPR): Cancún, México, December 4-8, 2016 - IEEE, S. 4125-4130 ; [Beitrag auf USB-Stick]
Advancement in the head pose estimation via depzh-based face spotting
In: The 2016 IEEE Symposium Series on Computational Intelligence: December 6th - 9th, 2016, Athens, Greece - Piscataway, NJ: IEEE, insges. 6 S. ; [Kongress: 2016 IEEE Symposium Series on Computational Intelligence, Athens, Greece, 6-9 December, 2016]
"Bio Vid Emo DB" - a multimodal database for emotion analyses validated by subjective ratings
In: The 2016 IEEE Symposium Series on Computational Intelligence: December 6th - 9th, 2016, Athens, Greece - Piscataway, NJ: IEEE, insges. 6 S. ; [Kongress: 2016 IEEE Symposium Series on Computational Intelligence, Athens, Greece, 6-9 December, 2016]
2015
Artikel in Kongressband
Regression-based head pose estimation in 2D images
In: Proceedings of the 1st International Symposium on Companion-Technology (ISCT 2015): September 23rd - 25th, Ulm University, Germany, 2015; Biundo-Stephan, Susanne . - 2015, S. 161-166
Begutachteter Zeitschriftenartikel
ASM based synthesis of handwritten arabic text pages
In: The ScientificWorld journal - Boynton Beach, Fla., 2000, 2015, Article ID 323575, insgesamt 18 S.
A structured light approach for 3-D surface reconstruction with a stereo line-scan system
In: IEEE transactions on instrumentation and measurement: IM : a publication of the Instrumentation and Measurement Society - New York, NY: IEEE, Bd. 64.2015, 5, S. 1266 - 1274
Head pose estimation on top of haar-like face detection - a study using the Kinect sensor
In: Sensors - Basel: MDPI, Bd. 15.2015, 9, S. 20945-20966
Buchbeitrag
Optical sensor tracking and 3D-reconstruction of hydrogen-induced cracking
In: Advanced concepts for intelligent vision systems: 16th international conference, ACIVS 2015, Catania, Italy, October 26-29, 2015 ; proceedings - Cham [u.a.]: Springer, S. 521-529 - (Lecture notes in computer science; 9386)
Full-body human pose estimation by combining geodesic distances and 3D-point cloud registration
In: Advanced concepts for intelligent vision systems: 16th international conference, ACIVS 2015, Catania, Italy, October 26-29, 2015 ; proceedings - Cham [u.a.]: Springer, S. 287-298 - (Lecture notes in computer science; 9386)
Bio-visual fusion for person-independent recognition of pain intensity
In: Multiple classifier systems: 12th international workshop, MCS 2015, Günzburg, Germany, June 29 - July 1, 2015 ; proceedings - Cham [u.a.]: Springer, S. 220-230 - (Lecture notes in computer science; 9132)
Aktive 3D-Zeilensensorsysteme mit vergrößertem Höhenmessbereich
In: 3D-NordOst 2015: Tagungsband : 18. Anwendungsbezogener Workshop zur Erfassung, Modellierung, Verarbeitung und Auswertung von 3D-Daten : Teil des 3D-Veranstaltungs-Clusters Berlin : Berlin, 03./04. Dezember 2015 - Berlin: Gesellschaft zur Förderung angewandter Informatik e.V. (GFaI), insges. 10 S. ; [Konferenz: 3D-NordOst 2015]
Aktives Zeilensensorsystem zur kontinuierlichen 3D-Oberflächenrekonstruktion von Endlosmaterialien
In: 3D-NordOst 2015 : Tagungsband : 18. Anwendungsbezogener Workshop zur Erfassung, Modellierung, Verarbeitung und Auswertung von 3D-Daten : Teil des 3D-Veranstaltungs-Clusters Berlin : Berlin, 03./04. Dezember 2015. - Berlin : Gesellschaft zur Förderung angewandter Informatik e.V. (GFaI), insges. 12 S. ; Kongress: 3D-NordOst; 18 (Berlin) : 2015.12.03-04
Utilizing the bezier descriptors for hand gesture recognition
In: 2015 IEEE International Conference on Image Processing, ICIP 2015, September 27-30, 2015, Québec City, Canada - Piscataway, NJ: IEEE, insges. 5 S.
Boosted human head pose estimation using kinect camera
In: 2015 IEEE International Conference on Image Processing, ICIP 2015, September 27-30, 2015, Québec City, Canada - Piscataway, NJ: IEEE, insges. 5 S.
Data fusion for automated pain recognition
In: PervasiveHealth : 9th International Conference on Pervasive Computing Technologies for Healthcare, Istanbul, Turkey, 20th - 23rd May 2015. - ICST, Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, S. 261-264
Quantitative analysis of surface reconstruction accuracy achievable with the TSDF representation
In: Computer vision systems: 10th international conference, ICVS 2015, Copenhagen, Denmark, July 6 - 9, 2015 ; proceedings - Cham [u.a.]: Springer, S. 167-176 - (Lecture notes in computer science; 9163)
Dissertation
Static and dynamic interpretations of hand specific body language cues for HCI
In: Magdeburg, 2015, xxviii, 142 Seiten, Illustrationen, 30 cm ; [Literaturverzeichnis: Seite [125]-142]
2014
Artikel in Kongressband
Wireless communication techniques for half-automated evaluation of automotive active pedestrain safety systems
In: CERGAL 2014: International Symposium on Certification of GNSS Systems & Services, Dresden, Germany 08 - 09 July 2014 ; proceedings - German Inst. of Navigation, 2014 . - 2014, insges. 9 S. ; Kongress: CERGAL (Dresden : 2014.07.08-09)
Active pedestrain safety and road surface estimation - an overview of the ARTRAC initiative
In: 10th ITS European Congress: Helsinki, Finland, 16 - 19 June 2014 - [Brussels]: ERTICO - ITS Europe, 2014, Paper Nr. TP 0111, insgesamt 9 S. ; Kongress: ITS European Congress 10 (Helsinki : 2014.06.16-19)
Projection of the modified cuckoo search metaheuristic into the multiple pedestrain tracking problem
In: International Conference on Metaheuristics and Nature Inspired Computing, META\'14: October 27th-31th 2014, Marrakech, Morocco - Marrakech, insges. 2 S. ; Kongress: META\'14 (Marrakech, Morocco : 2014.10.27-31) ; [Beitrag auf CD-ROM]
Begutachteter Zeitschriftenartikel
Application of neural networks' modeling on optimal analysis and evaluation of e-learning systems' performance (time response approach)
In: Elixir: international journal - [S.l.], Bd. 70.2014, S. 24063-24067
Frame-based facial expression recognition using geometrical features
In: Advances in human-computer interaction - New York, NY: Hindawi, 2014, Art. 408953, insgesamt 13 S.
Image-based methods for interaction with head-worn worker-assistance systems
In: Journal of Intelligent Learning Systems and Applications: JILSA - Irvine, Calif: Scientific Research Publ, Bd. 6.2014, 3, S. 141-152
Automatic pain quantification using autonomic parameters
In: Psychology & neuroscience - Rio de Janeiro: Departamento de Psicologia, Bd. 7.2014, 3, S. 363-380
Comparative learning applied to intensity rating of facial expressions of pain
In: International journal of pattern recognition and artificial intelligence: IJPRAI - Singapore [u.a.]: World Scientific Publ. Co, Vol. 28.2014, 5, Art. 1451008, insgesamt 26 S.
Buchbeitrag
Gabor wavelet recognition approach for off-line handwritten arabic using explicit segmentation
In: Image Processing and Communications Challenges 5: Ryszard - Heidelberg: Springer International Publishing, S. 245-254, 2014
A defect recognition system for automated inspection of non-rigid surfaces
In: 22nd International Conference on Pattern Recognition: 24-28 August 2014, Stockholm, Sweden ; proceedings - Piscataway, NJ: IEEE, 2014 . - 2014, S. 1812-1816
Multiple camera approach for SLAM based ultrasonic tank roof inspection
In: Image analysis and recognition: 11th international conference, ICIAR 2014, Vilamoura, Portugal, October 22 - 24, 2014 ; proceedings, part I - Cham [u.a.]: Springer, S. 453-460 - (Lecture Notes in Computer Science; 8814)
Detection and tracking approach using an automotive radar to increase active pedestrian safety
In: IEEE Intelligent Vehicles Symposium proceedings, 2014: 8 - 11 June 2014, Dearborn, Michigan, USA [postponed from] Ypsilanti MI, USA - Piscataway, NJ: IEEE, S. 890-893
Pedestrain tracking with occlusion Using a 24 GHz automotive radar
In: 2014 15th International Radar Symposium (IRS 2014): Gdask, Poland, June 16 - 18, 2014/ eds. Anna Kurowska; ...: Gdańsk, Poland, June 16 - 18, 2014/ eds. Anna Kurowska; ... - Warsaw: Warsaw Univ. of Technology, 2014; Kurowska, Anna . - 2014, S. 73-76 ; Kongress: IRS 15 (Gdańsk, Poland : 2014.06.16-18)
A structured light approach for 3d surface reconstruction with a stereo line-scan system
In: 2014 IEEE International Instrumentation and Measurement Technology Conference (I2MTC 2014) ; 2 - Piscataway, NJ: IEEE, 2014 . - 2014, S. 1171-1176 ; Kongress: I2MTC (Montevideo : 2014.05.12-15)
Simultaneous multi-camera calibration based on phase-shift measurements on planar surfaces
In: 2014 IEEE International Instrumentation and Measurement Technology Conference (I2MTC 2014) ; 1 - Piscataway, NJ: IEEE, 2014 . - 2014, S. 175-180 ; Kongress: I2MTC (Montevideo : 2014.05.12-15)
Color-based skin segmentation - an evaluation of the state of the art
In: 2014 IEEE International Conference on Image Processing, ICIP 2014, October 27-30, 2014, Paris, France - Piscataway, NJ: IEEE, S. 4467-4471 ; Kongress: ICIP 2014 (Paris, France : 2014.10.27-30) ; [Beitrag auf CD-ROM]
Superpixels for skin segmentation
In: 20. Workshop Farbbildverarbeitung: 25. - 26. September 2014, Wuppertal ; [Tagungsband] - Ilmenau, S. 153-159 ; Kongress: Workshop Farbbildverarbeitung 20 (Wuppertal : 2014.09.25-26)
Multimodal automatic pain recognition via video signals and biopotentials
In: Tecnologia, técnicas e tendências em engenharia biomédica - Bauru: Canal, S. 201-210, 2014
Truncated signed distance function - experiments on voxel size
In: Image analysis and recognition: 11th international conference, ICIAR 2014, Vilamoura, Portugal, October 22 - 24, 2014 ; proceedings, part II - Cham [u.a.]: Springer, S. 357 - 364 - (Lecture notes in computer science; 8815)
Automatic heat rate estimation from painful faces
In: 2014 IEEE International Conference on Image Processing, ICIP 2014, October 27-30, 2014, Paris, France - Piscataway, NJ: IEEE, S. 1947-1951 ; Kongress: ICIP 2014 (Paris, France : 2014.10.27-30) ; [Beitrag auf CD-ROM]
Automatic pain recognition from video and biomedical signals
In: 22nd International Conference on Pattern Recognition: 24-28 August 2014, Stockholm, Sweden ; proceedings - Piscataway, NJ: IEEE, S. 4582-4587
Nicht begutachteter Zeitschriftenartikel
Synthetic-based validation of segmentation of handwritten arabic words
In: Manuscript cultures: mc - Hamburg: Univ., SFB 950, 2008 . - 2014, 7, S. 10-18
2013
Artikel in Kongressband
A locale group based line segmentation approach for non uniform skewed and curved arabic handwritings
In: 12th International Conference on Document Analysis and Recognition (ICDAR 2013): Washington, DC, August 25-28, 2013 - Piscataway, NJ: IEEE, 2013 . - 2013, S. 803-806 ; Kongress: ICDAR 12 (Washington, DC : 2013.08.25-28)
An approach for arabic handwriting synthesis based on active shape models
In: 12th International Conference on Document Analysis and Recognition (ICDAR 2013): Washington, DC, August 25-28, 2013 - Piscataway, NJ: IEEE, 2013 . - 2013, S. 1292-1296 ; Kongress: ICDAR 12 (Washington, DC : 2013.08.25-28)
A Hidden Markov model-based approach with an adaptive threshold model for off-line arabic handwriting recognition
In: 12th International Conference on Document Analysis and Recognition (ICDAR 2013). - Piscataway, NJ : IEEE, S. 945-949 ; Kongress: ICDAR; 12 (Washington, DC) : 2013.08.25-28
Towards pain monitoring - facial expression, head pose, a new database, an automatic system and remaining challenges
In: Proceedings of the British Machine Vision Conference 2013. - BMVA, insges. 13 S.
Begutachteter Zeitschriftenartikel
On tutoring quality improvement of a mathematical topic using neural networks
In: Elixir. - [S.l.], Bd. 57.2013, S. 14003-14008
Reversible data hiding by integer wavelet transform with lossless EZW bit-stream
In: International journal of computer applications. - [S.l.] : Foundation of Computer Science, Bd. 66.2013, 2, S. 8-15
Simulation of improved academic achievement for a mathematical topic using neural networks modeling
In: World of computer science and information technology journal. - [S.l.], Bd. 3.2013, 4, S. 77-84
Performance and algorithmic analogy of behavioral learning phenomenon in neural network versus ant colony optimization systems
In: International journal of advanced research. - [S.l.], Bd. 1.2013, 6, S. 313-319
Affine-invariant feature extraction for activity recognition
In: ISRN machine vision - New York, NY: International Scholarly Research Network, 2012, 2013, Article ID 215195, insgesamt 7 S.
Toward real-world activity recognition - an SVM based system using fuzzy directional features
In: WSEAS transactions on information science and applications/ World Scientific and Engineering Academy and Society - Athens: WSEAS, 2004, Bd. 10.2013, 4, S. 116-127
Buchbeitrag
A new approach for hand augmentation based on patch modelling
In: Advanced concepts for intelligent vision systems. - Cham [u.a.] : Springer, S. 162-171, 2013 - (Lecture notes in computer science; 8192) ; Kongress: ACIVS 2013; 15 (Poznań) : 2013.10.28-31
On optimality of teaching quality for a mathematical topic using Neural Networks (with a case study)
In: IEEE Global Engineering Education Conference (EDUCON), 2013. - Piscataway, NJ : IEEE, S. 422-430
Automatic realtime user performance-driven avatar animation
In: IEEE SMC 2013. - Piscataway, NJ : IEEE, S. 2694-2699 ; Kongress: SMC 2013; (Manchester, UK) : 2013.10.13-16
Automatic user-specific avatar parametrisation and emotion mapping
In: Advanced concepts for intelligent vision systems - Cham [u.a.]: Springer . - 2013, S. 192-202 - (Lecture notes in computer science; 8192) ; Kongress: ACIVS 2013 15 (Poznań : 2013.10.28-31)
Tracking of a handheld ultrasonic sensor for corrision control on pipe segment surfaces
In: Advanced concepts for intelligent vision systems - Cham [u.a.]: Springer . - 2013, S. 342-353 - (Lecture notes in computer science; 8192) ; Kongress: ACIVS 2013 15 (Poznań : 2013.10.28-31)
A robust method for human pose estimation based on geodesic distance feature
In: IEEE SMC 2013. - Piscataway, NJ : IEEE, S. 906-911 ; Kongress: SMC 2013; (Manchester, UK) : 2013.10.13-16
Upper-body pose estimation using geodesic distances and skin-color
In: Advanced concepts for intelligent vision systems. - Cham [u.a.] : Springer, S. 150-161, 2013 - (Lecture notes in computer science; 8192) ; Kongress: ACIVS 2013; 15 (Poznań) : 2013.10.28-31
An observation model for high resolution radar data in the context of an automotive pedestrian safety system
In: 14th International Radar Symposium (IRS), 2013. - Piscataway, NJ : IEEE, S. 714-719
An observation model for high resolution radar data in the context of an automotive pedestrian safety system
In: Proceedings // International Radar Symposium - IRS 2013 ; Vol. 1. - Göttingen : Cuvillier, insges. 6 S. ; Kongress: IRS; 14 (Dresden) : 2013.06.19-21
A coded 3d calibration method for line-scan cameras
In: Pattern recognition - Berlin [u.a.]: Springer, 2013 . - 2013, S. 81-90 - (Lecture notes in computer science; 8142)
Accurate, fast and robust realtime face pose estimation using Kinect camera
In: IEEE SMC 2013. - Piscataway, NJ : IEEE, S. 487-490 ; Kongress: SMC 2013; (Manchester, UK) : 2013.10.13-16
The effectiveness of using geometrical features for facial expression recognition
In: Proceedings of the 2013 IEEE International Conference on Cybernetics (CYBCONF 2013). - IEEE, S. 122-127 ; Kongress: CYBCONF; (Lausanne, Switzerland) : 2013.06.13-15
Using speaker group dependent modelling to improve fusion of fragmentary classifier decisions
In: Proceedings of the 2013 IEEE International Conference on Cybernetics (CYBCONF 2013) : Lausanne, Switzerland, 13-15 June, 2013. - IEEE, S. 132-137 ; Kongress: CYBCONF; (Lausanne, Switzerland) : 2013.06.13-15
A multi-agent mobile robot system with enviroment perception and HMI capabilities
In: 2013 IEEE International Conference on Signal & Image Processing Applications (ICSIPA 2013). - Piscataway, NJ : IEEE, insges. 6 S.
Gestic-based human machine interface for robot control
In: IEEE SMC 2013. - Piscataway, NJ : IEEE, S. 2706-2711 ; Kongress: SMC 2013; (Manchester, UK) : 2013.10.13-16
The BioVid heat pain database
In: Proceedings of the 2013 IEEE International Conference on Cybernetics (CYBCONF 2013). - IEEE, S. 128-131 ; Kongress: CYBCONF; (Lausanne, Switzerland) : 2013.06.13-15
Dissertation
Vision-based representation and recognition of human activities in image sequences
In: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik, Diss., 2013, XVIII, 197 S., graph. Darst.
Implicit sequence learning in recurrent neural networks
In: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik, Diss., 2013, VIII, 132 S., graph. Darst.
2012
Begutachteter Zeitschriftenartikel
IESK-ArDB - a database for handwritten Arabic and an optimized topological segmentation approach
In: International journal on document analysis and recognition. - Berlin : Springer, insges. 14 S., 2012
Facial expression recognition based on geometric and optical flow features in colour image sequences
In: IET computer vision. - London : IET, Bd. 6.2012, 2, S. 79-89
Multi-object tracking in dynamic scenes by integrating statistical and cognitive approaches
In: International journal of computer science issues. - Mahebourg : SoftwareFirst, Bd. 9.2012, 4, S. 180-189
An integrated HCI framework for interpreting meaningful expressions
In: International journal of computer science issues. - Mahebourg : SoftwareFirst, Bd. 9.2012, 5, S. 411-421
Chord-length shape features for human activity recognition
In: ISRN machine vision. - New York, NY : International Scholarly Research Network, insges. 9 S., 2012
Multi-modal fusion framework with particle filter for speaker tracking
In: International journal of future generation communication and networking. - Taejŏn : SERSC, Bd. 5.2012, 4, S. 65-76
Buchbeitrag
Sharpness improvement of warped document images for top view book scanners
In: The 8th International Conference on Signal-Image Technology & Internet-Based Systems. - Piscataway, NJ : IEEE, S. 818-824, 2012
An active shape model based approach for Arabic handwritten character recognition
In: 2012 11th International Conference on Signal Processing, ICSP 2012: October 21 - 25, 2012, Beijing, China / eds.: Yuan Baozong ... - Piscataway, NJ: IEEE; Yuan, Baozong . - 2012, insges. 4 S. ; Kongress: ICSP 11 (Beijing : 2012.10.21-25)
LDCRFs-based hand gesture recognition
In: 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2012). - Piscataway, NJ : IEEE, S. 2670-2675 ; Kongress: SMC 2012; (Seoul, Korea) : 2012.10.14-17
Arabic handwriting recognition using Gabor wavelet transform and SVM
In: 2012 11th International Conference on Signal Processing, ICSP 2012. - Piscataway, NJ : IEEE, insges. 4 S. ; Kongress: ICSP; 11 (Beijing) : 2012.10.21-25
Multi hypotheses based object tracking in HCI environments
In: ICIP 2012. - Piscataway, NJ : IEEE, S. 1981-1984 ; Kongress: ICIP 2012; (Orlando, Fla.) : 2012.09.30-10.03
Facial feature point detection using simplified Gabor wavelets and confidence-based grouping
In: 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2012). - Piscataway, NJ : IEEE, S. 2687-2692 ; Kongress: SMC 2012; (Seoul, Korea) : 2012.10.14-17
Multimodal affect recognition in spontaneous HCI environment
In: 2012 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC 2012) : Hong Kong, China, 12-15 August 2012 ; proceedings. - Piscataway, NJ : IEEE, insges. 6 S. ; Kongress: ICSPCC; (Hong Kong) : 2012.08.12-15
Flow modeling and skin-based gaussian pruning to recognize gestrural actions using HMM
In: ICPR 2012. - IEEE Computer Society, S. 3488-3491 ; Kongress: ICPR; 21 (Tsukuba, Japan) : 2012.11.11-15
Recognizing gestural actions
In: 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2012). - Piscataway, NJ : IEEE, S. 2682-2686 ; Kongress: SMC 2012; (Seoul, Korea) : 2012.10.14-17
An SVM approach activity recognition based on chord-length-function shape features
In: ICIP 2012. - Piscataway, NJ : IEEE, S. 765-768 ; Kongress: ICIP 2012; (Orlando, Fla.) : 2012.09.30-10.03
Human action recognition via affine moment invariants
In: ICPR 2012. - IEEE Computer Society, S. 218-221 ; Kongress: ICPR; 21 (Tsukuba, Japan) : 2012.11.11-15
Effective geometric features for human emotion recognition
In: 2012 11th International Conference on Signal Processing, ICSP 2012. - Piscataway, NJ : IEEE, insges. 4 S. ; Kongress: ICSP; 11 (Beijing) : 2012.10.21-25
Neutral-independent geometric features for facil expression recognition
In: Proceedings of the 2012 4th International Conference of Soft Computing and Pattern Recognition (SoCPaR). - Piscataway, NJ : IEEE, S. 79-83 ; Kongress: SoCPaR; (Brunei) : 2012.12.10-13[Beitrag auf CD-ROM]
Image-based gesture recognition for user interaction with mobile companion-based assistance systems
In: Proceedings of the 2012 4th International Conference of Soft Computing and Pattern Recognition (SoCPaR). - Piscataway, NJ : IEEE, S. 200-203 ; Kongress: SoCPaR; (Brunei) : 2012.12.10-13[Beitrag auf CD-ROM]
Fast computation of dense and reliable depth maps from stereo images
In: Machine vision. - InTech, S. 47-72, 2012
Pain recognition and intensity rating based on comparative learning
In: ICIP 2012. - Piscataway, NJ : IEEE, S. 2313-2316 ; Kongress: ICIP 2012; (Orlando, Fla.) : 2012.09.30-10.03
Dissertation
Behavior understanding in non-crowded and crowded scenes
In: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik, Diss., 2012, XXIV, 176 S., Ill., graph. Darst.
Originalartikel in begutachteter internationaler Zeitschrift
Stereo-camera-based urban environment perception using occupancy grid and object tracking
In: IEEE transactions on intelligent transportation systems. - New York, NY : Inst. of Electrical and Electronics Engineers, Bd. 13.2012, 1, S. 154-165
Interpretation of meaningful expressions by integrating gesture and posture modalities
In: International journal of computer information systems and industrial management applications. - Auburn, Wash : MIR Labs, Bd. 4.2012, S. 589-597
A fast statistical approach for human activity recognition
In: International journal of computer information systems and industrial management applications. - Auburn, Wash : MIR Labs, Bd. 4.2012, S. 334-340
Originalartikel in begutachteter zeitschriftenartiger Reihe
Improving of gesture recognition using multi-hypotheses object association
In: Image and signal processing. - Heidelberg [u.a.] : Springer, S. 298-306, 2012 - (Lecture notes in computer science; 7340)
A new multi-camera based facial expression analysis concept
In: Image Analysis and Recognition ; Pt. II. - Berlin [u.a.] : Springer, S. 64-71, 2012 - (Lecture notes in computer science; 7325)
Speaker tracking using multi-modal fusion framework
In: Image and signal processing. - Heidelberg [u.a.] : Springer, S. 539-546, 2012 - (Lecture notes in computer science; 7340)
2011
Buchbeitrag
Robust methods for hand gesture spotting and recognition using Hidden Markov models and conditional random fields
In: IEEE International Symposium on Signal Processing and Information Technology - Piscataway, NJ: IEEE, 2011 . - 2011, S. 131-136 ; Kongress: ISSPIT 10 (Luxor, Egypt : 2010.12.15-18) ; [Beitrag auf CD-ROM]
Multi-modal fusion with particle filter for speaker localization and tracking
In: 2011 International Conference on Multimedia Technology ; Vol. 7 - Piscataway, NJ: IEEE, 2011; Vol. 7 . - 2011, S. 6450-6453 ; Kongress: ICMT (Hangzhou, China : 2011.07.26-28)
Machine vision based recognition of emotions using the circumplex model of affect
In: 2011 International Conference on Multimedia Technology ; Vol. 7 - Piscataway, NJ: IEEE, 2011; Vol. 7 . - 2011, S. 6424-6427 ; Kongress: ICMT (Hangzhou, China : 2011.07.26-28)
Human activity recognition via temporal moment invariants
In: IEEE International Symposium on Signal Processing and Information Technology - Piscataway, NJ: IEEE, 2011 . - 2011, S. 79-84 ; Kongress: ISSPIT 10 (Luxor, Egypt : 2010.12.15-18) ; [Beitrag auf CD-ROM]
Originalartikel in begutachteter internationaler Zeitschrift
Efficient KNN search by linear projection of image clusters
In: International journal of intelligent systems: IJIS - New York,NY: Wiley, 1986, Bd. 26.2011, 9, S. 844-865
Offline automatic segmentation based recognition of handwritten arabic words
In: International journal of signal processing, image processing and pattern recognition: IJSIP - Daejeon: Science and Engineering Research Support Center (SERSC), 2008, Bd. 4.2011, 4, S. 131-144
Quantifying learning creativity through simulation and modeling of swarm intelligence and neural networks
In: International journal of online engineering: IJOE / Publisher: International Association of Online Engineering (IAOE): IJOE - Kassel: Kassel University Press GmbH, 2008, Bd. 7.2011, 2, S. 29-35
An action recognition scheme using fuzzy log-polar histogram and temporal self-similarity
In: EURASIP journal on advances in signal processing - Heidelberg: Springer, 2007 . - 2011, insges. 9 S.
Face detection and localization in color images - an efficient neural approach
In: Journal of software engineering and applications. - Irvine, Calif : Scientific Research Publ, Bd. 4.2011, 12, S. 682-687
Originalartikel in begutachteter zeitschriftenartiger Reihe
Synthizing handwritten arabic text using active shape models
In: Image processing and communications challenges ; 3 - Berlin [u.a.]: Springer, 2011; 3 . - 2011, S. 401-408 - (Advances in intelligent and soft computing; 102)
Using conditional random field for crowd behavior analysis
In: Computer vision - ACCV 2010 workshops ; Pt. 1. - Heidelberg [u.a.] : Springer, S. 370-379, 2011 - (Lecture Notes in Computer Science; 6468) ; Kongress: ACCV 2010; (Queenstown, New Zealand) : 2010.11.08-09
Interpreting dynamic meanings by integrating gesture and posture recognition system
In: Computer vision - ACCV 2010 workshops ; Pt. 1 - Heidelberg [u.a.]: Springer, 2011; Pt. 1 . - 2011, S. 307-317 - (Lecture Notes in Computer Science; 6468) ; Kongress: ACCV 2010 (Queenstown, New Zealand : 2010.11.08-09)
Robust hand posture recognition with micro and macro level features using kinect
In: 2011 IEEE International Conference on Intelligent Computing and Intelligent Systems (ICIS). - Piscataway, NJ : IEEE, S. 631-635
Hand-face-touch measure - a cue for human behavior analysis
In: 2011 IEEE International Conference on Intelligent Computing and Intelligent Systems (ICIS). - Piscataway, NJ : IEEE, S. 605-609
Solving the hand-hand overlapping for gesture application
In: Image processing & communications challenges ; 3. - Berlin [u.a.] : Springer, S. 343-350, 2011 - (Advances in intelligent and soft computing; 102)
Learning a priori threshold to initialize flow-based adaptive mixture model for dynamic scene segmentation
In: 2011 IEEE International Conference on Intelligent Computing and Intelligent Systems (ICIS). - Piscataway, NJ : IEEE, S. 691-695
2010
Artikel in Kongressband
Neural correlates of voluntary facial movements
In: Annual meeting of the Organization for Human Brain Mapping - San Diego, Calif: Academic Press, 2000 . - 2010, insges. 4 S.
Buchbeitrag
Multi stereo camera data fusion for fingertip detection in gesture recognition systems
In: 2010 International Conference of Soft Computing and Pattern Recognition - Piscataway, NJ: IEEE, 2010 . - 2010, S. 35-40 ; Kongress: SoCPaR (Paris : 2010.12.07-10) ; [Beitrag auf CD-ROM]
Toward robust action retrieval in video
In: Electronic Proceedings of the British Machine Vision Conference - Aberystwyth, 2010 . - 2010/11
Variable block-size image authentication with localization ad self-recovery
In: 2010 17th IEEE International Conference on Image Processing: ICIP 2010 ; Hong Kong, 26 - 29. September 2010 - Piscataway, NJ: IEEE, 2010 . - 2010, S. 3665-3668 ; Kongress: ICIP 17 (Hong Kong : 2010.09.26-29)
Integration of geometric and dynamic features for facial expression recognition in color image sequences
In: 2010 International Conference of Soft Computing and Pattern Recognition - Piscataway, NJ: IEEE, 2010 . - 2010, S. 237-240 ; Kongress: SoCPaR (Paris : 2010.12.07-10) ; [Beitrag auf CD-ROM]
Towards completely rotated simplified gabor wavelets for fast facial feature point detection
In: 2010 17th IEEE International Conference on Image Processing: ICIP 2010 ; Hong Kong, 26 - 29. September 2010 - Piscataway, NJ: IEEE, 2010 . - 2010, S. 4509-4512 ; Kongress: ICIP 17 (Hong Kong : 2010.09.26-29)
Crowd behavior detection by statistical modeling of motion patterns
In: 2010 International Conference of Soft Computing and Pattern Recognition - Piscataway, NJ: IEEE, 2010 . - 2010, S. 81-86 ; Kongress: SoCPaR (Paris : 2010.12.07-10) ; [Beitrag auf CD-ROM]
Integrating statistical and cognitive model for multi-object tracking in realistic scenarios
In: 25th International Conference Image and Vision Computing New Zealand (IVCNZ), 2010: 8 - 9 Nov. 2010, Queenstown - Piscataway, NJ: IEEE, 2010 . - 2010, insges. 8 S.
Integration of gesture and posture recognition systems for interpreting dynamic meanings using particle filter
In: 2010 International Conference of Soft Computing and Pattern Recognition - Piscataway, NJ: IEEE, 2010 . - 2010, S. 47-50 ; Kongress: SoCPaR (Paris : 2010.12.07-10) ; [Beitrag auf CD-ROM]
An efficient method for real-time activity recognition
In: 2010 International Conference of Soft Computing and Pattern Recognition - Piscataway, NJ: IEEE, 2010 . - 2010, S. 69-74 ; Kongress: SoCPaR (Paris : 2010.12.07-10) ; [Beitrag auf CD-ROM]
Dissertation
Hand gesture spotting and recognition using HMMs and CRFs in color image sequences
In: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik, Diss., 2010, XX, 155 Bl., graph. Darst., 30 cm
Habilitation
Fortschritte bei der Analyse von bewegten Farbbildern unter dem Einfluss von nichtkooperativen Messsituationen
In: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik, Habil.-Schr., 2010, VI, 277 S., Ill., graph. Darst., 30 cm
Originalartikel in begutachteter internationaler Zeitschrift
On analysis and evaluation of multi-sensory cognitive learning of a mathematical topic using artificial neural networks
In: Journal of telecommunications - London, 2010, Bd. 1.2010, 1, insges. 6 S.
Data gathering for gesture recognition systems based on single color-, stereo color- and thermal cameras
In: International journal of signal processing, image processing and pattern recognition: IJSIP - Daejeon: Science and Engineering Research Support Center (SERSC), 2008, Bd. 3.2010, 1, S. 37-50
A robust method for hand tracking using mean-shift algorithm and Kalman filter in stereo color image sequences
In: International journal of information and communication engineering - [S.l.]: World Academy of Science, Engineering and Technology, WASET, 2005, Bd. 6.2010, 3, S. 131-135
Hand gesture recognition based on combined features extraction
In: International journal of information and mathematical sciences: IJIMS - [S.l.]: World Academy of Science, Engineering and Technology, WASET, 2005, Bd. 6.2010, 1, S. 1-6
Posture recognition using combined statistical and geometrical feature vectors based on SVM
In: International journal of information and mathematical sciences: IJIMS - [S.l.]: World Academy of Science, Engineering and Technology, WASET, 2005, Bd. 6.2010, 1, S. 7-14
A stereo vision system for top view book scanners
In: International journal of electrical and computer engineering - [S.l.]: World Academy of Science, Engineering and Technology, WASET, 2006, Bd. 5.2010, 1, S. 32-37
Analysis of feature space for a 2d/3d vision based emotion recognition method
In: International journal of information and mathematical sciences - [S.l.]: World Academy of Science, Engineering and Technology, WASET, 2005, Bd. 6.2010, 1, S. 15-20
Intelligent feature-guided multi-object tracking in monocular color image sequences using Kalman filter
In: Journal of computing - Alexander, NY, 2009, Bd. 2.2010, 11, S. 6-13
A statistical framework for real-time traffic accident recognition
In: Journal of signal and information processing - Irvine, Calif: Scientific Research Publishing, 2010, Bd. 1.2010, 1, S. 77-81
Efficient region-based image querying
In: Journal of computing - Alexander, NY, 2009, Bd. 2.2010, 6, S. 1-6
Originalartikel in begutachteter zeitschriftenartiger Reihe
A robust method for hand gesture segmentation and recognition using forward spotting scheme in conditional random fields
In: ICPR 2010 - IEEE Computer Society, 2010 . - 2010, S. 3850-3853 ; Kongress: ICPR 20 (Istanbul, Turkey : 2010.08.23-26)
A structural features based segmentation for off-line handwritten Arabic text
In: 5th International Symposium on Image/Video Communication over Fixed and Mobile Networks, ISIVC 2010: September 30 - October 1-2, 2010, Morocco - IEEE, 2010 . - 2010, insges. 4 S. ; Kongress: ISIVC 2010 5 (Rabat, Marocco : 2010.09.30-10.02)
Image authentication using robust image hashing with localization and self-recovery
In: Poster proceedings: [February 1 - February 4, 2010, Plzen, Czech Republic] / in co-operation with EUROGRAPHICS. Ed. by Vaclav Skala: [February 1 - February 4, 2010, Plzen, Czech Republic] - Plzen: Vaclav Skala-Union Agency, 2010; Skala, Vaclav . - 2010, insges. 8 S. ; Kongress: WSCG 2010 18 (Plzen : 2010.02.01-04)
Secure self-recovery image authentication using randomly-sized blocks
In: ICPR 2010 - IEEE Computer Society, 2010 . - 2010, S. 1445-1448 ; Kongress: ICPR 20 (Istanbul, Turkey : 2010.08.23-26)
Suppression of uncertainties at emotional transitions - facial mimics recognition in video with 3-d model
In: Proceedings of the International Conference on Computer Vision Theory and Applications ; Vol. 2 - [Setúbal]: INSTICC, 2010; Vol. 2 . - 2010, S. 537-542 ; Kongress: VISAPP (Angers, France : 2010.05.17-21)
Colored and anchored active shape models for tracking and form description of the facial features under image-specific distrurbances
In: 5th International Symposium on Image/Video Communication over Fixed and Mobile Networks, ISIVC 2010: September 30 - October 1-2, 2010, Morocco - IEEE, 2010 . - 2010, insges. 4 S. ; Kongress: ISIVC 2010 5 (Rabat, Marocco : 2010.09.30-10.02)
Resolving data-association uncertainty in multi-object tracking through qualitative modules
In: Proceedings of the International Conference on Computer Vision Theory and Applications ; Vol. 2 - [Setúbal]: INSTICC, 2010; Vol. 2 . - 2010, S. 461-466 ; Kongress: VISAPP (Angers, France : 2010.05.17-21)
Resolving data-association uncertainty in multi-object tracking through qualitative modules
In: Proceedings of the International Conference on Computer Vision Theory and Applications ; Vol. 1 - [Setúbal]: INSTICC, 2010; Vol. 1 . - 2010, S. 461-466 ; Kongress: VISAPP (Angers, France : 2010.05.17-21)
Incorporating social entropy for crowd behavior detection using SVM
In: Advances in visual computing ; Pt. 1 - Berlin [u.a.]: Springer, 2010; Pt. 1 . - 2010, S. 153-162 - (Lecture notes in computer science; 6453) ; Kongress: ISVC 6 (Las Vegas, NV : 2010.11.29-12.01)
Human activity recognition - a scheme using multiole cues
In: Advances in visual computing ; Pt. 2 - Berlin [u.a.]: Springer, 2010; Pt. 2 . - 2010, S. 574-583 - (Lecture notes in computer science; 6454) ; Kongress: ISVC 6 (Las Vegas, NV : 2010.11.29-12.01)
Real-time automatic traffic accident recognition using HFC
In: ICPR 2010 - IEEE Computer Society, 2010 . - 2010, S. 3348-3351 ; Kongress: ICPR 20 (Istanbul, Turkey : 2010.08.23-26)
Audio-visual data fusion using a particle filter in the application of face recognition
In: ICPR 2010 - IEEE Computer Society, 2010 . - 2010, S. 4392-4395 ; Kongress: ICPR 20 (Istanbul, Turkey : 2010.08.23-26)
2009
Buchbeitrag
Posture and gesture recognition for human-computer interaction
In: Advanced technologies - In-Teh; Jayanthakumaran, Kankesu . - 2009, S. 415-440
On teaching quality improvement of a mathematical topic using artifical neural networks modeling (with a case study)
In: Proceedings of the 10th International Conference Models in Developing Mathematics Education. - Dresden, S. 431-435, 2009 ; Kongress: International Conference Models in Developing Mathematics Education; 10 (Dresden) : 2009.09.11-17
Originalartikel in begutachteter internationaler Zeitschrift
A novel system for automatic hand gesture spotting and recognition in stereo color image sequences
In: Journal of WSCG . - Plzen, Bd. 17.2009, 1, S. 89-96
A robust method for hand tracking using mean-shift algorithm and Kalman filter in stereo color image sequences
In: World Academy of Science, Engineering and Technology: WASET/ World Academy of Science, Engineering and Technology: WASET - [S.l.], Bd. 59 (2009), S. 355-359
Hand gesture recognition based on combined features extraction
In: World Academy of Science, Engineering and Technology : World Academy of Science, Engineering and Technology . - [S.l.], Bd. 60.2009, S. 459-464
Secure block-based video authentication with localization and self-recovery
In: World Academy of Science, Engineering and Technology : World Academy of Science, Engineering and Technology . - [S.l.], Bd. 57.2009, S. 97-102
Analysis of feature space for a 2d/3d vision based emotion recognition method
In: World Academy of Science, Engineering and Technology : World Academy of Science, Engineering and Technology . - [S.l.], Bd. 59.2009, S. 349-354
Towards pain recognition in post-operative phases using 3D based features from video and support vector machines
In: JDCTA - Gyeongbuk, Korea: AICIT, Bd. 3 (2009), 4, S. 21-31
A new adaptive approach for histogram based mouth segmentation
In: World Academy of Science, Engineering and Technology : World Academy of Science, Engineering and Technology . - [S.l.], Bd. 56.2009, S. 584-589
Posture recognition using combined statistical and geometrical feature vectors based on SVM
In: World Academy of Science, Engineering and Technology : World Academy of Science, Engineering and Technology . - [S.l.], Bd. 56.2009, S. 590-597
A new approach to image segmentation via fuzzification of Rènyi Entropy of Generalized Distributions
In: World Academy of Science, Engineering and Technology : World Academy of Science, Engineering and Technology . - [S.l.], Bd. 56.2009, S. 598-603
A new method for image classification based on multi-level neural networks
In: World Academy of Science, Engineering and Technology : World Academy of Science, Engineering and Technology . - [S.l.], Bd. 57.2009, S. 197-200
Image retrieval using cubic splines neural networks
In: International journal of video and image processing and network security - [S.l.]: IJENS Publishers, Bd. 9 (2009), 10, S. 17-22
Originalartikel in begutachteter zeitschriftenartiger Reihe
Geometric and optical flow based method for facial expression recognition in color image sequences
In: Computer vision and graphics . - Berlin [u.a.] : Springer, ISBN 3-642-02344-4, S. 228-238; Lecture notes in computer science; 5337, 2009 ; Kongress: ICCVG; (Warsaw) : 2008.11.10-12
Multi-object tracking based on particle filter and data association in color image sequences
In: Computer vision and graphics . - Berlin [u.a.] : Springer, ISBN 3-642-02344-4, S. 133-142; Lecture notes in computer science; 5337, 2009 ; Kongress: ICCVG; (Warsaw) : 2008.11.10-12
Data gathering for gesture recognition systems based on mono color-, stereo color- and thermal cameras
In: Future generation information technology - Berlin: Springer, 2009; Lee, Young-hoon . - 2009, S. 79-87 - (Lecture notes in computer science; 5899) ; Kongress: FGIT 1 (Jeju Island : 2009.12.10-12)
Discriminative models-based hand gesture recognition
In: Proceedings 2009 second International Conference on Machine Vision, ICMV 2009 - IEEE, 2009 . - 2009, S. 123-127 ; Kongress: ICMV 2 (Dubai : 2009.12.28-30)
Hand gesture spotting based on 3d dynamic features using Hidden Markov models
In: Signal processing, image processing, and pattern recognition - Berlin: Springer, 2009 . - 2009, S. 9-16 - (Communications in computer and information science; 61) ; Kongress: SIP 2009 (Jeju Island : 2009.12.10-12)
Hand trajectory-based gesture spotting and recognition using HMM
In: 2009 16th IEEE International Conference on Image Processing . - Piscataway, NJ : IEEE, ISBN 978-1-424-45655-0, S. 3577-3580 ; Kongress: ICIP; 16 (Cairo) : 2009.11.07-10
Improving hand gesture recognition using 3d combined features
In: Proceedings 2009 second International Conference on Machine Vision, ICMV 2009 - IEEE, 2009 . - 2009, S. 128-132 ; Kongress: ICMV 2 (Dubai : 2009.12.28-30)
Spatio-temporal feature extraction-based hand gesture recognition for isolated american sign language and arabic numbers
In: ISPA 2009 . - IEEE, ISBN 978-953-184134-4, S. 254-259 ; Kongress: ISPA; 6 (Salzburg) : 2009.09.16-18
A novel public key self-embedding fragile watermarking technique for image authentication
In: 2009 16th IEEE International Conference on Image Processing . - Piscataway, NJ : IEEE, ISBN 978-1-424-45655-0, S. 1261-1264 ; Kongress: ICIP; 16 (Cairo) : 2009.11.07-10
Semi-fragile image authentication using robust image hashing with localization
In: Proceedings 2009 second International Conference on Machine Vision, ICMV 2009 - IEEE, 2009 . - 2009, S. 133-137 ; Kongress: ICMV 2 (Dubai : 2009.12.28-30)
Feature-supported multi-hypothesis framework for multi-object tracking using Kalman filter
In: Full papers proceedings // WSCG \'2009, The 17th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, University of West Bohemia, Plzen, Czech Republic, February 2 - 5, 2009 . - Plzen : Univ. of West Bohemia, ISBN 978-80-8694393-0, S. 197-202 ; Kongress: WSCG 2009; 17 (Plzen) : 2009.02.02-05
Multi-object tracking using semantic analysis and Kalmar filter
In: ISPA 2009 . - IEEE, ISBN 978-953-184134-4, S. 271-276 ; Kongress: ISPA; 6 (Salzburg) : 2009.09.16-18
OIF - an online inferential framework for multi-object tracking with Kalman filter
In: Computer analysis of images and patterns . - Berlin [u.a.] : Springer, ISBN 3-642-03766-6, S. 1087-1095; Lecture notes in computer science; 5702, 2009 ; Kongress: CAIP; 13 (Münster) : 2009.09.02-04
A robust neural system for objectionable image recognition
In: Proceedings 2009 second International Conference on Machine Vision, ICMV 2009 - IEEE, 2009 . - 2009, S. 32-36 ; Kongress: ICMV 2 (Dubai : 2009.12.28-30)
An efficient approach for region-based image classification and retrieval
In: Signal processing, image processing, and pattern recognition - Berlin: Springer, 2009 . - 2009, S. 56-64 - (Communications in computer and information science; 61) ; Kongress: SIP 2009 (Jeju Island : 2009.12.10-12)
An efficient method for noisy cell image segmentation using generalized α-entropy
In: Signal processing, image processing, and pattern recognition - Berlin: Springer, 2009 . - 2009, S. 33-40 - (Communications in computer and information science; 61) ; Kongress: SIP 2009 (Jeju Island : 2009.12.10-12)
Cubic-splines neural network-based system for image retrieval
In: 2009 16th IEEE International Conference on Image Processing . - Piscataway, NJ : IEEE, ISBN 978-1-424-45655-0, S. 273-276 ; Kongress: ICIP; 16 (Cairo) : 2009.11.07-10
2008
Buchbeitrag
Robust facial expression recognition based on 3-d supported feature extraction and SVM classification
In: 8th Int\'l Conference on Automatic Face and Gesture Recognition, IEEE FG 2008 . - Los Alamitos, Calif. [u.a.] : IEEE Computer Society, ISBN 978-1-424-42154-1, S. 33 ; Kongress: IEEE FG; 8 (Amsterdam) : 2008.04.10-12
Originalartikel in begutachteter internationaler Zeitschrift
Spatially scalable wavelet-based intra-frame video codec using subband interpolation.
In: 4th International Symposium on Image/Video Communications (ISIVC), Spain, pp 55-60, 2008, ISSN 978-84-9830-164-9
A Hidden Markov model-based isolated and meaningful hand gesture recognition
In: Proceedings of World Academy of Science, Engineering and Technology . - [S.l.], Bd. 31.2008, S. 394-401
Real-time capable system for hand gesture recognition using Hidden Markov Models in stereo color image sequences
In: Journal of WSCG . - Plzen, Bd. 16.2008, 1/3, S. 65-72
On Comparative Evaluation of Thorndike's Psycho-Learning Experimental Work Versus an Optimal Swarm Intelligent System
In: IEEE International Conference on Computational Intelligence for Modelling Control and Automation - CIMCA\'2008
Facial expression reconition based on haar-like feature detection
In: Pattern recognition and image analysis . - Moscow : MAIK Nauka/Interperiodica Publ., Bd. 18.2008, 3, S. 447-452
2007
Artikel in Kongressband
Efficent tracking approach of multiple interacting objects using data association
In: The 22nd International Symposium on Computer and Information Sciences, ISCIS\'07 - IEEE . - 2007, insges. 6 S. ; Kongress: ISCIS\'07 22 (Ankara : 2007.11.07-09)
Gesture recognition for alphabets from hand motion trajectory using Hidden Markov models
In: 7th IEEE International Symposium on Signal Processing and Information Technology - Piscataway, NJ: IEEE Operations Center . - 2007, insges. 6 S. ; Kongress: ISSPIT 7 (Cairo : 2007.12.15-18)
Towards evaluation of phonics method for teaching of reading using artificial neural networks (a cognitive modeling approach)
In: 7th IEEE International Symposium on Signal Processing and Information Technology - Piscataway, NJ: IEEE Operations Center . - 2007, insges. 8 S. ; Kongress: ISSPIT 7 (Cairo : 2007.12.15-18)
Multi-error correction of image forming systems maintaining colors
In: 7th IEEE International Symposium on Signal Processing and Information Technology - Piscataway, NJ: IEEE Operations Center . - 2007, insges. 6 S. ; Kongress: ISSPIT 7 (Cairo : 2007.12.15-18)
Facial expression recognition approach based on haar-like feature detection
In: OGRW-7 - Ettlingen . - 2007, insges. 4 S. ; Kongress: Open German-Russian Workshop \"Pattern Recognition and Image Understanding\" 7 (Ettlingen, Germany : 2007.08.20-23)
Buchbeitrag
Very low bit rate video codec based on different wavelet filters
In: Proceedings // the 2007 International Conference on Computational Science and Its Applications, ICCSA 2007 . - Los Alamitos, Calif. [u.a.] : IEEE Computer Society, ISBN 0-7695-2945-3, S. 65-71 ; Kongress: ICCSA 2007; 5 (Kuala Lumpur) : 2007.08.26-29
Enhanching the visual quality in hybrid filters wavelet-based low bit-rate video codec
In: Measurement of speech, audio and video quality in networks: confeence and on-line workshop, Prague, Czech Republic, June 2007 ; proceedings / Jan Holub ... (ed.). Organized by Department of Measurement, Faculty of Electrical Engineering, Czech Technical University in Prague ... - Prague . - 2007, insges. 7 S. ; Kongress: MESAQIN 2007 (Prague : 2007.06.07-08)
Dense stereo correspondence with slanted surface using phase-based algorithm
In: 2007 IEEE International Symposium on Industrial Electronics, June 4-7, 2007, Vigo, Spain - Piscataway, NJ: IEEE . - 2007, S. 1807-1813 ; Kongress: ISIE 2007 (Vigo, Spain : 2007.06.04-07)
Originalartikel in begutachteter internationaler Zeitschrift
Multiobject tracking in video using a trisection paradigm
In: Pattern recognition and image analysis: advances im mathematical theory and applications in the USSR / publ. in cooperation with the Scientific Council on Cybernetics, USSR Academy of Sciences - Moscow: MAIK Nauka/Interperiodica Publ., Bd. 17 (2007), 4, S. 493-507
A novel method for 3D face detection and normalization
In: Journal of multimedia - Oulu: Academy Publ., Bd. 2 (2007), 5, S. 1-12
Nearest neighbor classification for emotion recognition in stereo image sequences
In: ISAST transactions on electronics and signal processing / International Society for Advanced Science and Technology (ISAST)/ International Society for Advanced Science and Technology - [S.l.], Bd. 1 (2007), 1, S. 88-94
Originalartikel in begutachteter zeitschriftenartiger Reihe
Real-time capable method for facial expression recognition in color and stereo vision
In: Computational science and its applications - ICCSA 2007 ; Pt. 1 - Berlin [u.a.]: Springer, 2007 . - 2007, S. 397-408 - (Lecture notes in computer science; 4705)
2006
Buchbeitrag
A model-based image analysis method for extraction and tracking of facial features in video sequences
In: Proceedings of the 4th International Multiconference on Computer Science and Information Technology, CSIT\'2006, Faculty of Computer Science and Information Technology, Applied Science Private University, Amman, Jordan, April 5 - 7, 2006 ; 3 - Amman: Univ. . - 2006, S. 499-509 ; Kongress: International Multiconference on Computer Science and Information Technology 4 (Amman : 2006.04.05-07)
An intelligent paradigm for multi-objects tracking in crowded environment
In: Proceedings of the 4th International Multiconference on Computer Science and Information Technology, CSIT\'2006, Faculty of Computer Science and Information Technology, Applied Science Private University, Amman, Jordan, April 5 - 7, 2006 ; 3 - Amman: Univ. . - 2006, S. 488-498 ; Kongress: International Multiconference on Computer Science and Information Technology 4 (Amman : 2006.04.05-07)
Phase-based disparity estimation with implicit foreshortening correction
In: Proceedings of the 4th International Multiconference on Computer Science and Information Technology, CSIT\'2006, Faculty of Computer Science and Information Technology, Applied Science Private University, Amman, Jordan, April 5 - 7, 2006 ; 3 - Amman: Univ. . - 2006, S. 510-517 ; Kongress: International Multiconference on Computer Science and Information Technology 4 (Amman : 2006.04.05-07)
Originalartikel in begutachteter internationaler Zeitschrift
Toward robust face analysis method of non-cooperative persons in stereo color image sequences
In: Machine graphics & vision - Warsaw, Bd. 15 (2006), 3/4, S. 245-254
Dense depth map reconstruction by phase difference-based algorithm under influence of perspective distortion
In: Machine graphics & vision - Warsaw, Bd. 15 (2006), 3/4, S. 349-361
An intelligent paradigm for multi-objects tracking in crowded environment
In: Journal of digital information management - Palavakkam, Bd. 4 (2006), 3, S. 183-190
Originalartikel in begutachteter nationaler Zeitschrift
Improvement of 3-D reconstruction by deformal stereo matching using a set of linear spatial filters
In: ICGST International journal on graphics, vision and image processing (GVIP) - [S.l.]: ICGST . - 2006, S. 41-46
A shadow detection filter basis of color-structure-code algorithm
In: ICGST International journal on graphics, vision and image processing (GVIP) - [S.l.]: ICGST . - 2006, S. 51-57
Hierarchical feature-based paradigm for multi-object tracking
In: ICGST International journal on graphics, vision and image processing (GVIP) - [S.l.]: ICGST . - 2006, S. 39-47
Originalartikel in begutachteter zeitschriftenartiger Reihe
A stereo and color-based method for face pose estimation and facial feature extraction
In: Proceedings/ International Conference on Pattern Recognition - Los Alamitos, Calif. [u.a.]: IEEE Computer Society, 2006 . - 2006, insges. 4 S. ; Kongress: International Conference on Pattern Recognition 18 (Hong Kong : 2006.08.20-24)
2005
Artikel in Kongressband
Emotionsbewertung durch 3D Gesichtserfassung.
In: Fraunhofer Institut für Fabrikbetrieb und -automatisierung (Veranst.): Methoden und Verfahren zur Entwicklung, Bewertung und Anwendung von Systemen zur Mensch-Maschine- Interaktion (Workshop Magdeburg 24. Februar 2005).- Tagungsband. Magdeburg, 2005, S. 17 - 26
Buchbeitrag
A fast and robust approach for the segmentation of moving objects.
In: Politechnika Slaska (Veranst.): Computer vision and graphics, ICCVG 2004 (international conference Warsaw, Poland September 22 - 24 2004). - proceedings. Dordrecht : Kluwer, 2005, o. S. (ICCVG 2004)
Feature-based correspondence analysis in color image sequences.
In: Politechnika Slaska (Veranst.): Computer vision and graphics, ICCVG 2004 (international conference Warsaw, Poland September 22 - 24 2004). - proceedings. Dordrecht : Kluwer, 2005, o. S. (ICCVG 2004)
Originalartikel in begutachteter internationaler Zeitschrift
Multi-object tracking in video using a trisection paradigm.
In: Pattern recognition and image analysis [Lawrence, Kan.] 15(2005), Nr. 2, S. 492 - 495
Originalartikel in begutachteter zeitschriftenartiger Reihe
A shadow detection filter on the basis of colour-structure-code algorithm.
In: International Congress of Global Science and Technology, ICGST (Veranst.) ; Aboshosha, Ashraf (Hrsg.): Graphics, vision and image processing, GVIP 2005 (ICGST international conference Cairo, Egypt 19 - 21 December 2005). s.l. : ICGST, 2005, [Elektronische Ressource] (GVIP 2005) Unter URL: http://www.icgst.com/GVIP/P1150535242.pdf (Stand vom: 17.01.2006)
Hierarchical feature-based paradgim for multi-object tracking.
In: International Congress of Global Science and Technology, ICGST (Veranst.) ; Aboshosha, Ashraf (Hrsg.): Graphics, vision and image processing, GVIP 2005 (ICGST international conference Cairo, Egypt 19 - 21 December 2005). s.l. : ICGST, 2005, [Elektronische Ressource] (GVIP 2005) Unter URL: http://www.icgst.com/GVIP/P1150535243.pdf (Stand vom: 17.01.2006)
Improvement of 3-d reconstruction by deformal stereo matching using a set of linear spatial filters.
In: International Congress of Global Science and Technology, ICGST (Veranst.) ; Aboshosha, Ashraf (Hrsg.): Graphics, vision and image processing, GVIP 2005 (ICGST international conference Cairo, Egypt 19 - 21 December 2005). s.l. : ICGST, 2005, [Elektronische Ressource] (GVIP 2005) Unter URL: http://www.icgst.com/GVIP/P1150537101.pdf (Stand vom: 17.01.2006)
Spike-timing-dependent plasticity in 'small world' networks.
In: Verleysen, Michel (ed.): ESANN \"2005 : 13th European symposium on artificial neural networks (Bruges, April 27-28-29, 2005). Evere : d-side, 2005, S. 601 - 606
2004
Buchbeitrag
Multi-object tracking in video using a trisection paradigm.
In: Geppener, V. V. (Hrsg.) ; ... (Hrsg.): Pattern recognition and image analysis : new information technologies (7th International conference St. Petersburg, Russian Federation 18-23 October, 2004). - proceedings. Vol. III. St. Petersburg : Electrotechnical University, 2004, S. 599 - 602 (PRIA-7-2004)
2003
Artikel in Kongressband
Hierarchische merkmalsbasierte Bewegungsanalysemethode für Videosequenzen.
In: Tech. Univ. Ilmenau, Zentrum für Bild- und Signalverarbeitung e. V. (Veranst.): Farbbildverarbeitung (9. Workshop Ostfildern-Nellingen 8./9. Oktober 2003). - Autorenvorträge. Ilmenau, 2003, S. 27 - 29
Originalartikel in begutachteter zeitschriftenartiger Reihe
A robust approach for contour extraction and tracking of moving objects in video sequences.
In: Hamza, M. H. (Hrsg.): Signal processing, pattern recognition, and applications (IASTED international conference Rhodes, Greece June 30 - July 2, 2003). - proceedings. Anaheim, Calif. : Acta Press, 2003, S. 336 - 341
Another paradigm for the solution of the correspondence problem in motion analysis.
In: Sanfeliu, Alberto (Hrsg.) ; Ruiz-Shulcloper, José (Hrsg.): Progress in pattern recognition, speech and image analysis, CIARP 2003 (8th iberoamerican congress Havana, Cuba, November 26-29, 2003). - proceedings. Berlin : Springer, 2003, S. 95 - 103 (Lecture notes in computer science 2905)
Improvement of the fail-safe characteristics in motion analysis using adaptive technique.
In: Sanfeliu, Alberto (Hrsg.) ; Ruiz-Shulcloper, José (Hrsg.): Progress in pattern recognition, speech and image analysis, CIARP 2003 (8th iberoamerican congress Havana, Cuba, November 26-29, 2003). - proceedings. Berlin : Springer, 2003, S. 104 - 112 (Lecture notes in computer science 2905)
Object-adapted intensity-based motion analysis in video.
In: Mukherjee, Dipti Prasad (Hrsg.) ; Pal, Srimanta (Hrsg.): Advances in pattern recognition, ICAPR 2003 (5th International conference Kolkata, India December 10 - 13, 2003). - proceedings. New Delhi : Allied Publ., 2003, S. 410 - 413 (ICAPR 2003)
Towards robust automatic segmentation and tracking analysis of objects in video sequences.
In: Loncaric, S. (Hrsg.) ; Neri, A. (Hrsg.) ; Babic, H. (Hrsg.): Image and signal processing and analysis, ISPA (3rd International Symposium Rome Italy September 18-20 2003). - proceedings. Zagreb, Crotia : University, 2003, S. 645 - 650 (ISPA 2003)
Solutions for model-based analysis of human gait.
In: Michaelis, Bernd (Hrsg.) ; Krell, Gerald (Hrsg.): Pattern recognition (25th DAGM symposium Magdeburg, Germany, September 2003). - proceedings. Berlin : Springer, 2003, S. 540 - 547 (Lecture notes in computer science 2781)
2002
Buchbeitrag
Fulfilment of the demand for robustness and flexibility in the motion analysis systems by adaptive colour space transformation.
In: University of Poitiers (Veranst.) ; Fernandez-Maloigne (Mitarb.) ; Schettini, Raimondo (Mitarb.): Colour in graphics, imaging, and vision, CGIV\'2002 (First European conference Poitiers, France April 2-5, 2002). - conference proceedings. Springfield, VA : IS&T, 2002, S. 540 - 544
Originalartikel in begutachteter zeitschriftenartiger Reihe
Adaptive tracking of moving objects in colour video sequences.
In: Pinho, Armando (Hrsg.) ; ... (Hrsg.) ; Portuguese Association for Pattern Recognition, APRP (Veranst.): RECPAD-2002 (12th Portuguese conference on pattern recognition Aveiro, Portugal June 27-28, 2002). - proceedings. Aveiro : Univ., 2002, P.05, [4 S.] (RecPad-12) . - Vollst. Beitrag auf CD-ROM
Intensity-based method for tracking of objects in colour video sequences under the influence of non-cooperative situations.
In: Hamza, M. H. (Hrsg.): Signal processing, pattern recognition, and applications (IASTED international conference Crete, Greece June 25 - 28, 2002). - proceedings. Anaheim, Calif. : Acta Press, 2002, S. 62 - 67
Robust method for detection and motion estimation of objects in colour video sequences using multi-channel-matching.
In: Villanueva, J. J. (Hrsg.): Visualization, imaging, and image processing (The second IASTED international conference Malaga, Spain September 9-12, 2002). - proceedings. Anaheim : Acta Press, 2002, S. 633 - 638
2001
Buchbeitrag
Bewegungsanalyse in Farbbildern unter Berücksichtigung von nichtkooperativen Messsituationen.
In: Otto-von-Guericke-Universität Magdeburg, Fakultät für Elektrotechnik und Informationstechnik, Institut für Elektronik, Signalverarbeitung und Kommunikationstechnik (IESK) (Hrsg.): Informationstechnik (Fachtagung Magdeburg 21. bis 22. März 2001). - Tagungsband. Magdeburg : Univ., 2001, S. 147 - 152
2000
Originalartikel in begutachteter zeitschriftenartiger Reihe
Automatisierte Objektselektion und -verfolgung in einem adaptiven Farbraum.
In: Stanke, G. (Hrsg.) ; Pochanke, M. (Hrsg.): Farbbildverarbeitung, FarbBV 2000 (6. Workshop im Rahmen der GFaI-Workshop-Familie NordOst, Berlin 05./06. Oktober 2000). - Tagungsband. Berlin : GFaI, 2000, S. 27 - 32 (FarbBV 2000)
Verbesserte Störsicherheit bei der Bewegungsbestimmung durch adaptive Farbraumtransformation.
In: Baratoff, Gregory (Hrsg.) ; Neumann, Heiko (Hrsg.): Dynamische Perzeption : Workshop der GI-Fachgruppe 1.0.4 Bildverstehen. Berlin : AKA, Akad. Verl.-Ges., 2000, S. 167 - 170 (Proceedings in artificial intelligence 9)
- University of Sharjah,(UAE), Prof. Dr. Zaher Al Aghbari
- Universität Ulm, Prof. Dr. Harald C. Traue
- Volkswagen AG, Konzernforschung; Forschung Virtuelle Technik/ Dr.-Ing. J. Tümler und Prof. S. Werner
- Fraunhofer IFF Magdeburg, Geschäftsfeld Virtual Engineering/ Dr.-Ing. R. Mecke
- Universität Ulm, Prof. Dr-Ing. Klaus Dietmayer
- Universität Ulm, Prof. Dr. phil. habil. Anke Huckauf
- Universität Ulm, Prof. Dr.-Ing. Heiko Neumann
- University of Louisville,(USA), Prof. Dr. Farag
- Volkswagen AG, Konzernforschung,; Forschung Virtuelle Technik
- Prof. Dr. Joachim Weimann
- Carl-Zeiss AG
- ZBS e.V. / GBS GmbH Illmenau
- Fraunhofer-Institut für Werkzeugmaschinen und Umformtechnik IWU
- University of Central Lancashire, UK
- Martin-Mechanic GmbH
- Universität Bielefeld
- Pilz GmbH & Co. KG, Ostfildern
- Fraunhofer IHH Berlin
- Bildverarbeitung und -verstehen
- Mustererkennung
- 3D-Vermessung und Oberflächeninspektion in 3D
Mensch-Maschine-Interaktion
- Gesten- und Mimikerkennung
- Aktions- und Eventerkennung
- Handschrifterkennung
Informationsfusion
- Umgebungs- und Situationsmodellierung
- Emotions- und Intentionserkennung
- Ayoub K. Al-Hamadi received his Masters Degree in Electrical Engineering & Information Technology in 1997 and his PhD. in Technical Computer Science at the Otto-von-Guericke-University of Magdeburg, Germany in 2001.
- Since 2003 he has been Junior-Research-Group-Leader at the Institute for Electronics, Signal Processing and Communications at the Otto-von-Guericke-University Magdeburg.
- In 2008 he became Professor of Neuro-Information Technology at the Otto-von-Guericke University Magdeburg.
- In May 2010 Prof. Al-Hamadi received the Habilitation in Artificial Intelligence and the Venia Legendi in the scientific field of "Pattern Recognition and Image Processing" from Otto-von-Guericke-University Magdeburg, Germany
- Prof. Al-Hamadi is the author of more than 300 articles in peer-reviewed international journals, conferences and books.