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Publikationen

2017

Begutachteter Zeitschriftenartikel
Bakheet, Samy;  Al-Hamadi, Ayoub 

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]

Bakheet, Samy;  Al-Hamadi, Ayoub;  Mofaddel, M. A. 

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; http://dx.doi.org/10.9734/BJAST/2017/28318

Krell, Gerald;  Nezhad, Nazila Saeid;  Walke, Mathias;  Hamadi, Ayoub;  Gademann, Günther 

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: an interdisciplinary journal of mathematical, theoretical and clinical aspects of medicine - New York, NY [u.a.]: Hindawi, 2017, Art. 2938504, insgesamt 14 S.; http://dx.doi.org/10.1155/2017/2938504

2016

Begutachteter Zeitschriftenartikel
Bakheet, Samy;  Al-Hamadi, Ayoub 

A discriminative framework for action recognition using f-HOL features
In: Information. - Basel : MDPI Publ, Bd. 7.2016, 4, S. 68

Publikationslink   

Bakheet, Samy;  Al-Hamadi, Ayoub 

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.

Publikationslink   

Enzberg, Sebastian von;  Al-Hamadi, Ayoub 

A multiresolution approach to model-based 3-D surface quality inspection
In: IEEE transactions on industrial informatics. - New York, NY : IEEE, Bd. 12.2016, 4, S. 1498-1507

Publikationslink   

Limbrecht-Ecklundt, K.;  Werner, Philipp;  Traue, H. C.;  Al-Hamadi, Ayoub;  Walter, S. 

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

Publikationslink   

Werner, Philipp;  Al-Hamadi, Ayoub;  Limbrecht-Ecklundt, Kerstin;  Walter, Steffen;  Gruss, Sascha;  Traue, Harald 

Automatic pain assessment with facial activity descriptors
In: IEEE transactions on affective computing. - New York, NY : IEEE, insges. 14 S., 2016

Publikationslink   

Buchbeitrag
Rapczynski, Michal;  Werner, Philipp;  Saxen, Frerk;  Al-Hamadi, Ayoub 

Der Einfluss von Hautfarbensegmentierung auf die kontaktfreie Schätzung von Vitalparametern
In: 22. Workshop Farbbildverarbeitung : 29.-30. Oktober 2016, Ilmenau. - Ilmenau : Zentrum für Bild- und Signalverarbeitung, insges. 9 S. ; [Kongress: 22. Workshop Farbbildverarbeitung, Ilmenau, 29. - 30. Oktober, 2016]

Rapczynski, Michal;  Werner, Philipp;  Al-Hamadi, Ayoub 

Kontaktfreie kamerabasierte Messung der Herzrate in Echtzeit
In: 3D SENSATION - transdisziplinäre Perspektiven. - Chemnitz : Verlag aw&l Wissenschaft und Praxis, S. 137-147, 2016

Publikationslink   

Rapczynski, Michal;  Zhang, Chen;  Rosenberger, Maik;  Al-Hamadi, Ayoub 

Multispektrale Vermessung der Haut zur Verbesserung kontaktloser Herzratenschätzung
In: 22. Workshop Farbbildverarbeitung : 29.-30. Oktober 2016, Ilmenau. - Ilmenau : Zentrum für Bild- und Signalverarbeitung, insges. 8 S. ; [Kongress: 22. Workshop Farbbildverarbeitung, Ilmenau, 29. - 30. Oktober, 2016]

Saeed, Anwar;  Al-Hamadi, Ayoub 

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]

Saeed, Anwar;  Al-Hamadi, Ayoub;  Handrich, Sebastian 

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]

Zhang, Lin;  Walter, Steffen;  Ma, Xueyao;  Werner, Philipp;  Al-Hamadi, Ayoub;  Traue, Harald C.;  Gruss, Sascha 

"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

Begutachteter Zeitschriftenartikel
Dinges, Laslo;  Al-Hamadi, Ayoub;  Elzobi, Moftah;  El-etriby, Sherif;  Ghoneim, Ahmed 

ASM based synthesis of handwritten arabic text pages
In: The ScientificWorld journal. - Boynton Beach, Fla; 2015, Article ID 323575, insgesamt 18 S.

Publikationslink   

Lilienblum, Erik;  Al-Hamadi, Ayoub 

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

Publikationslink   

Saeed, Anwar;  Al-Hamadi, Ayoub;  Ghoneim, Ahmed 

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

Publikationslink   

Buchbeitrag
Freye, Christian;  Bendicks, Christian;  Lilienblum, Erik;  Al-Hamadi, Ayoub 

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)

Publikationslink   

Handrich, Sebastian;  Al-Hamadi, Ayoub 

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)

Publikationslink   

Kächele, Markus;  Werner, Philipp;  Al-Hamadi, Ayoub;  Palm, Günther;  Walter, Steffen;  Schwenker, Friedhelm 

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)

Publikationslink   

Lilienblum, Erik;  Al-Hamadi, Ayoub 

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

Rashid, Omer;  Al-Hamadi, Ayoub 

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.

Publikationslink   

Saeed, Anwar;  Al-Hamadi, Ayoub 

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.

Saeed, Anwar;  Niese, Robert;  Al-Hamadi, Ayoub 

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, S. 161-166

Publikationslink   

Walter, Steffen;  Gruss, Sascha;  Kächele, Markus;  Schwenker, Friedhelm;  Werner, Philipp;  Al-Hamadi, Ayoub;  Andrade, Adriano;  Moreira, Gustavo 

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

Publikationslink   

Werner, Diana;  Werner, Philipp;  Al-Hamadi, Ayoub 

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)

Publikationslink   

2014

Artikel in Kongressband
Heuer, Michael;  Al-Hamadi, Ayoub;  Meinecke, Marc-Michael;  Schneider, Eugen;  Rohling, Hermann;  Sorowka, Peter 

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, insges. 9 S. ; Kongress: CERGAL; (Dresden) : 2014.07.08-09

Häkli, Janne;  Nummila, Kai;  Meinecke, Marc-M.;  Heuer, Michael;  Al-Hamadi, Ayoub;  Rohling, Herrmann;  Sorowka, Peter 

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

Ljouad, Tarik;  Al-Hamadi, Ayoub;  Amine, Aouatif;  Rziza, Mohammed 

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
Abdul Hamid, Zedan M.;  Al-Ghamdi, Saeed A.;  Mustafa, Hassan M. H.;  Al-Hamadi, Ayoub;  Al-Bassiouni, Abdel Aziz M. 

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

Publikationslink   

Saeed, Anwar;  Al-Hamadi, Ayoub;  Niese, Robert;  Elzobi, Moftah 

Frame-based facial expression recognition using geometrical features
In: Advances in human-computer interaction. - New York, NY : Hindawi; 2014, Art. 408953, insgesamt 13 S.

Publikationslink   

Saxen, Frerk;  Rashid, Omar;  Al-Hamadi, Ayoub;  Adler, Simon;  Kernchen, Alexa;  Mecke, Rüdiger 

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

Publikationslink   

Walter, Steffen;  Gruss, Sascha;  Limbrecht-Ecklundt, Kerstin;  Traue, Harald C.;  Werner, Philipp;  Al-Hamadi, Ayoub;  Diniz, Nicolai;  Moreira da Silva, Gustavo;  Andrade, Adriano O. 

Automatic pain quantification using autonomic parameters
In: Psychology & neuroscience. - Rio de Janeiro : Departamento de Psicologia, Bd. 7.2014, 3, S. 363-380

Publikationslink   

Werner, Philipp;  Al-Hamadi, Ayoub;  Niese, Robert 

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.

Publikationslink   

Buchbeitrag
Elzobi, Moftah;  Al-Hamadi, Ayoub;  Al Aghbari, Zaher;  Dings, Laslo;  Saeed, Anwar 

Gabor wavelet recognition approach for off-line handwritten arabic using explicit segmentation
In: S. Choras, Ryszard: : Image Processing and Communications Challenges 5. - Heidelberg : Springer International Publishing, S. 245-254, 2014

Publikationslink   

Enzberg, Sebastian von;  Al-Hamadi, Ayoub 

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, S. 1812-1816

Freye, Christian;  Bendicks, Christian;  Lilienblum, Erik;  Al-Hamadi, Ayoub 

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)

Publikationslink   

Heuer, Michael;  Al-Hamadi, Ayoub;  Rain, Alexander;  Meinecke, Marc-Michael 

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

Publikationslink   

Heuer, Michael;  Al-Hamadi, Ayoub;  Rain, Alexander;  Meinecke, Marc-Michael;  Rohling, Hermann 

Pedestrain tracking with occlusion Using a 24 GHz automotive radar
In: 2014 15th International Radar Symposium (IRS 2014) : Gdańsk, Poland, June 16 - 18, 2014/ eds. Anna Kurowska; .... - Warsaw : Warsaw Univ. of Technology, S. 73-76 ; Kongress: IRS; 15 (Gdańsk, Poland) : 2014.06.16-18

Lilienblum, Erik;  Al-Hamadi, Ayoub 

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, S. 1171-1176 ; Kongress: I2MTC; (Montevideo) : 2014.05.12-15

Rapczynski, Michal;  Lilienblum, Erik;  Enzberg, Sebastian von;  Al-Hamadi, Ayoub 

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, S. 175-180 ; Kongress: I2MTC; (Montevideo) : 2014.05.12-15

Saxen, Frerk;  Al-Hamadi, Ayoub 

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]

Saxen, Frerk;  Al-Hamadi, Ayoub 

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

Walter, Steffen;  Gruss, Sascha;  Hazer, D.;  Traue, Harald C.;  Werner, Philipp;  Al-Hamadi, Ayoub;  Moreira da Silva, G.;  Andrade, A. O. 

Multimodal automatic pain recognition via video signals and biopotentials
In: Tecnologia, técnicas e tendências em engenharia biomédica. - Bauru : Canal, S. 201-210, 2014

Werner, Diana;  Al-Hamadi, Ayoub;  Werner, Philipp 

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)

Publikationslink   

Werner, Philipp;  Al-Hamadi, Ayoub;  Walter, Steffen;  Gruss, Sascha;  Traue, Harald C. 

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]

Werner, Philipp;  Walter, Steffen;  Al-Hamadi, Ayoub;  Gruss, Sascha;  Niese, Robert;  Traue, Harald C. 

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
Dinges, Laslo;  Al-Hamadi, Ayoub;  Elzobi, Moftah;  El-Etriby, Sherif 

Synthetic-based validation of segmentation of handwritten arabic words
In: Manuscript cultures : mc. - Hamburg : Univ., SFB 950, 7, S. 10-18, 2014

Publikationslink   

2013

Artikel in Kongressband
Dinges, Laslo;  Al-Hamadi, Ayoub;  Elzobi, Moftah 

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). - Piscataway, NJ : IEEE, S. 803-806 ; Kongress: ICDAR; 12 (Washington, DC) : 2013.08.25-28

Dinges, Laslo;  Al-Hamadi, Ayoub;  Elzobi, Moftah 

An approach for arabic handwriting synthesis based on active shape models
In: 12th International Conference on Document Analysis and Recognition (ICDAR 2013). - Piscataway, NJ : IEEE, S. 1292-1296 ; Kongress: ICDAR; 12 (Washington, DC) : 2013.08.25-28

Elzobi, Moftah;  Al-Hamadi, Ayoub;  Dings, Laslo;  Elmezain, Mahmoud;  Saeed, Anwar 

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

Werner, Philipp;  Al-Hamadi, Ayoub;  Niese, Robert;  Walter, Steffen;  Gruss, Sascha;  Traue, Harald C. 

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
Abdulhamid, Zedan M.;  Mustafa, Hassan M. H.;  Al-Hamadi, Ayoub 

On tutoring quality improvement of a mathematical topic using neural networks
In: Elixir. - [S.l.], Bd. 57.2013, S. 14003-14008

Publikationslink   

Ahmad, Mostafa A.;  Meligy, Aly M.;  Hashim, Amal H.;  Al-Hamadi, Ayoub 

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

Publikationslink   

Al-Ghamdi, Saeed A.;  Mustafa, Hassan M. H.;  Al-Bassiouni, Abdel Aziz M.;  Al-Hamadi, Ayoub 

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

Publikationslink   

Mustafa, Hassan M. H.;  Al-Hamadi, Ayoub;  Al-Shenawy, Nada M.;  Al-Ghamdi, Saeed A.;  Al-Bassiouni, AbdelAziz M. 

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

Publikationslink   

Sadek, Samy;  Al-Hamadi, Ayoub;  Krell, Gerald;  Michaelis, Bernd 

Affine-invariant feature extraction for activity recognition
In: ISRN machine vision. - New York, NY : International Scholarly Research Network, insges. 7 S., 2013

Publikationslink   

Sadek, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

Toward real-world activity recognition - an SVM based system using fuzzy directional features
In: WSEAS transactions on information science and applications. - Athens : WSEAS, Bd. 10.2013, 4, S. 116-127

Buchbeitrag
Ahmad, Omer Rashid;  Al-Hamadi, Ayoub 

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

Al-Ghamdi, S. A.;  Mustafa, H. M. H.;  Al-Hamadi, Ayoub;  Kortam, M. H.;  Mal-Bassiouni, A. 

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

Publikationslink   

Behrens, Stephanie;  Al-Hamadi, Ayoub;  Redweik, Eicke;  Niese, Robert 

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

Behrens, Stephanie;  Al-Hamadi, Ayoub;  Niese, Robert;  Redweik, Eicke 

Automatic user-specific avatar parametrisation and emotion mapping
In: Advanced concepts for intelligent vision systems. - Cham [u.a.] : Springer, S. 192-202, 2013 - (Lecture notes in computer science; 8192) ; Kongress: ACIVS 2013; 15 (Poznań) : 2013.10.28-31

Bendicks, Christian;  Lilienblum, Erik;  Freye, Christian;  Al-Hamadi, Ayoub 

Tracking of a handheld ultrasonic sensor for corrision control on pipe segment surfaces
In: Advanced concepts for intelligent vision systems. - Cham [u.a.] : Springer, S. 342-353, 2013 - (Lecture notes in computer science; 8192) ; Kongress: ACIVS 2013; 15 (Poznań) : 2013.10.28-31

Handrich, Sebastian;  Al-Hamadi, Ayoub 

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

Handrich, Sebastian;  Al-Hamadi, Ayoub 

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

Heuer, Michael;  Al-Hamadi, Ayoub;  Meinecke, Marc-Michael 

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

Heuer, Michael;  Al-Hamadi, Ayoub;  Meinecke, M.-M. 

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

Publikationslink   

Lilienblum, Erik;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

A coded 3d calibration method for line-scan cameras
In: Pattern recognition. - Berlin [u.a.] : Springer, S. 81-90, 2013 - (Lecture notes in computer science; 8142)

Publikationslink   

Niese, Robert;  Werner, Philipp;  Al-Hamadi, Ayoub 

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

Saeed, Anwar;  Al-Hamadi, Ayoub;  Niese, Robert 

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

Siegert, Ingo;  Glodek, Michael;  Panning, Axel;  Krell, Gerald;  Schwenker, Friedhelm;  Al-Hamadi, Ayoub;  Wendemuth, Andreas 

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

Tornow, Michael;  Al-Hamadi, Ayoub;  Borrmann, Vinzenz 

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.

Tornow, Michael;  Al-Hamadi, Ayoub;  Borrmann, Vinzenz 

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

Walter, Steffen;  Gruss, Sascha;  Ehleiter, Hagen;  Tan, Junwen;  Traue, Harald C.;  Crawcour, Stephen;  Werner, Philipp;  Al-Hamadi, Ayoub;  Andrade, Adriano O.;  Moreira da Silva, Gustavo 

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
Glüge, Stefan;  Wendemuth, Andreas [Gutachter];  Al-Hamadi, Ayoub [Gutachter] 

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
Elzobi, Moftan;  Al-Hamadi, Ayoub;  Al Aghbari, Zaher;  Dings, Laslo 

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

Publikationslink   

Niese, Robert;  Al-Hamadi, Ayoub;  Farag, Ali;  Neumann, Heiko;  Michaelis, Bernd 

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

Publikationslink   

Pathan, Saira Saleem;  Rashid, Omer;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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

Publikationslink   

Rashid, Omer;  Al-Hamadi, Ayoub 

An integrated HCI framework for interpreting meaningful expressions
In: International journal of computer science issues. - Mahebourg : SoftwareFirst, Bd. 9.2012, 5, S. 411-421

Publikationslink   

Sadek, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Sayed, Usama 

Chord-length shape features for human activity recognition
In: ISRN machine vision. - New York, NY : International Scholarly Research Network, insges. 9 S., 2012

Publikationslink   

Saeed, Anwar;  Al-Hamadi, Ayoub;  Heuer, Michael 

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

Publikationslink   

Buchbeitrag
Battrawy, Ramy;  Schnitzlein, Markus;  Nowack, Dietmar;  Krell, Gerald;  Al-Hamadi, Ayoub 

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

Publikationslink   

Dinges, Laslo;  Al-Hamadi, Ayoub;  Elzobi, Moftah 

An active shape model based approach for Arabic handwritten character 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

Elmezain, Mahmoud;  Al-Hamadi, Ayoub 

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

Elzobi, Moftah;  Al-Hamadi, Ayoub;  Saeeb, Anwar;  Dings, Laslo 

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

Handrich, Sebastian;  Al-Hamadi, Ayoub 

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

Panning, Axel;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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

Panning, Axel;  Siegert, Ingo;  Al-Hamadi, Ayoub;  Wendemuth, Andreas;  Rösner, Dietmar;  Frommer, Jörg;  Krell, Gerald;  Michaelis, Bernd 

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

Rashid, Omer;  Al-Hamadi, Ayoub 

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

Rashid, Omer;  Al-Hamadi, Ayoub 

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

Sadek, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Sayed, Usama 

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

Sadek, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Sayed, Usama 

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

Saeeb, Anwar;  Al-Hamadi, Ayoub;  Niese, Robert;  Elzobi, Moftah 

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

Saeed, Anwar;  Al-Hamadi, Ayoub;  Niese, Robert 

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]

Saxen, Frerk;  Rashid, Omer;  Al-Hamadi, Ayoub;  Adler, Simon;  Kernchen, Alexa;  Mecke, Rüdiger 

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]

Tornow, Michael;  Grasshoff, Michael;  Nguyen-Thien, Nghia;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

Fast computation of dense and reliable depth maps from stereo images
In: Machine vision. - InTech, S. 47-72, 2012

Werner, Philipp;  Al-Hamadi, Ayoub;  Niese, Robert 

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

Originalartikel in begutachteter internationaler Zeitschrift
Nguyan, Thien-Nghia;  Michaelis, Bernd;  Al-Hamadi, Ayoub;  Tornow, Michael;  Meinecke, Marc-Michael 

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

Publikationslink   

Rashid, Omer;  Al-Hamadi, Ayoub;  Dietmayer, Klaus 

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

Publikationslink   

Sadek, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Sayed, Usama 

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

Publikationslink   

Originalartikel in begutachteter zeitschriftenartiger Reihe
Handrich, Sebastian;  Al-Hamadi, Ayoub;  Rashid, Omer 

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)

Publikationslink   

Niese, Robert;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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)

Publikationslink   

Saeed, Anwar;  Al-Hamadi, Ayoub;  Heuer, Michael 

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)

Publikationslink   

2011

Buchbeitrag
Elmezian, Mahmoud;  Al-Hamadi, Ayoub;  Sadek, Samy;  Michaelis, Bernd 

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, S. 131-136, 2011 ; Kongress: ISSPIT; 10 (Luxor, Egypt) : 2010.12.15-18

Heuer, Michael;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Wendemuth, Andreas 

Multi-modal fusion with particle filter for speaker localization and tracking
In: 2011 International Conference on Multimedia Technology ; Vol. 7. - Piscataway, NJ : IEEE, S. 6450-6453 ; Kongress: ICMT; (Hangzhou, China) : 2011.07.26-28

Niese, Robert;  Al-Hamadi, Ayoub;  Heuer, Michael;  Michaelis, Bernd;  Matuszewski, Bogdan 

Machine vision based recognition of emotions using the circumplex model of affect
In: 2011 International Conference on Multimedia Technology ; Vol. 7. - Piscataway, NJ : IEEE, S. 6424-6427 ; Kongress: ICMT; (Hangzhou, China) : 2011.07.26-28

Sadek, Samy;  Al-Hamadi, Ayoub;  Elmezian, Mahmoud;  Michaelis, Bernd;  Sayed, Usama 

Human activity recognition via temporal moment invariants
In: IEEE International Symposium on Signal Processing and Information Technology. - Piscataway, NJ : IEEE, S. 79-84, 2011 ; Kongress: ISSPIT; 10 (Luxor, Egypt) : 2010.12.15-18

Originalartikel in begutachteter internationaler Zeitschrift
Al Aghbari, Zaher;  Al-Hamadi, Ayoub 

Efficient KNN search by linear projection of image clusters
In: International journal of intelligent systems. - New York,NY : Wiley, Bd. 26.2011, 9, S. 844-865

Publikationslink   

Dinges, Laslo;  Al-Hamadi, Ayoub;  Elzobi, Moftah;  Al Aghbari, Zaher;  Mustafa, Hassan 

Offline automatic segmentation based recognition of handwritten arabic words
In: International journal of signal processing, image processing and pattern recognition. - Daejeon : Science and Engineering Research Support Center (SERSC), Bd. 4.2011, 4, S. 131-144

Publikationslink   

Mustafa, Hassan M.;  Al-Somani, Turki F.;  Al-Hamadi, Ayoub 

Quantifying learning creativity through simulation and modeling of swarm intelligence and neural networks
In: International journal of online engineering. - Kassel : Kassel Univ. Press, Bd. 7.2011, 2, S. 29-35

Publikationslink   

Sadek, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Sayed, Usama 

An action recognition scheme using fuzzy log-polar histogram and temporal self-similarity
In: EURASIP journal on advances in signal processing. - Heidelberg : Springer, insges. 9 S., 2011

Publikationslink   

Sadek, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Sayed, Usama 

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

Publikationslink   

Originalartikel in begutachteter zeitschriftenartiger Reihe
Dinges, Laslo;  Elzobi, Moftah;  Al-Hamadi, Ayoub;  Al Aghbari, Zaher 

Synthizing handwritten arabic text using active shape models
In: Image processing & communications challenges ; 3. - Berlin [u.a.] : Springer, S. 401-408, 2011 - (Advances in intelligent and soft computing; 102)

Publikationslink   

Pathan, Saira Saleem;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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

Rashid, Omer;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

Interpreting dynamic meanings by integrating gesture and posture recognition system
In: Computer vision - ACCV 2010 workshops ; Pt. 1. - Heidelberg [u.a.] : Springer, S. 307-317, 2011 - (Lecture Notes in Computer Science; 6468) ; Kongress: ACCV 2010; (Queenstown, New Zealand) : 2010.11.08-09

Rashid, Omer;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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

Saeed, Anwar;  Niese, Robert;  Al-Hamadi, Ayoub;  Panning, Axel 

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

Saeed, Anwar;  Al-Hamadi, Ayoub;  Niese, Robert;  Michaelis, Bernd 

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)

Publikationslink   

pathan, Saira Saleem;  Al-Hamadi, Ayoub;  Rashid, Omer;  Michaelis, Bernd 

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
Krippl, Martin;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Brechmann, André 

Neural correlates of voluntary facial movements
In: Organization for Human Brain Mapping : Annual meeting of the Organization for Human Brain Mapping . - San Diego, Calif. : Academic Press, insges. 4 S.; Abstract unter URL: https://www.aievolution.com/hbm1001/index.cfm?do=abs.viewAbs&abs=2094, 2010 ; Kongress: Annual Meeting of the Organization for Human Brain Mapping; 16 (Barcelona) : 2010.06.06-10

Buchbeitrag
Appenrodt, Jörg;  Handrich, Sebastian;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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, ISBN 978-1-424-47895-8, S. 35-40 ; Kongress: SoCPaR; (Paris) : 2010.12.07-10

Bakheet, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Sayed, Usama 

Toward robust action retrieval in video
In: Electronic Proceedings of the British Machine Vision Conference. - Aberystwyth, 2010

Publikationslink   

Hassan, Ammar M.;  Al-Hamadi, Ayoub;  Hasan, Yassin M. Y.;  Wahab, Mohamed A. A.;  Panning, Axel;  Michaelis, Bernd 

Variable block-size image authentication with localization ad self-recovery
In: 2010 17th IEEE International Conference on Image Processing . - Piscataway, NJ : IEEE, ISBN 978-1-424-47993-1, S. 3665-3668 ; Kongress: ICIP; 17 (Hong Kong) : 2010.09.26-29

Niese, Robert;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Neumann, Heiko 

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, ISBN 978-1-424-47895-8, S. 237-240 ; Kongress: SoCPaR; (Paris) : 2010.12.07-10

Panning, Axel;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

Towards completely rotated simplified gabor wavelets for fast facial feature point detection
In: 2010 17th IEEE International Conference on Image Processing . - Piscataway, NJ : IEEE, ISBN 978-1-424-47993-1, S. 4509-4512 ; Kongress: ICIP; 17 (Hong Kong) : 2010.09.26-29

Pathan, Saira Saleem;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

Crowd behavior detection by statistical modeling of motion patterns
In: 2010 International Conference of Soft Computing and Pattern Recognition . - Piscataway, NJ : IEEE, ISBN 978-1-424-47895-8, S. 81-86 ; Kongress: SoCPaR; (Paris) : 2010.12.07-10

Pathan, Saira Saleem;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

Integrating statistical and cognitive model for multi-object tracking in realistic scenarios
In: 25th International Conference Image and Vision Computing New Zealand (IVCNZ), 2010. - Piscataway, NJ : IEEE, insges. 8 S.

Publikationslink   

Rashid, Omer;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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, ISBN 978-1-424-47895-8, S. 47-50 ; Kongress: SoCPaR; (Paris) : 2010.12.07-10

Sadek, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Sayed, Usama 

An efficient method for real-time activity recognition
In: 2010 International Conference of Soft Computing and Pattern Recognition . - Piscataway, NJ : IEEE, ISBN 978-1-424-47895-8, S. 69-74 ; Kongress: SoCPaR; (Paris) : 2010.12.07-10

Habilitation
Al-Hamadi, Ayoub 

Fortschritte bei der Analyse von bewegten Farbbildern unter dem Einfluss von nichtkooperativen Messsituationen
In: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik, Habil.-Schr., 2010

Publikationslink   

Originalartikel in begutachteter internationaler Zeitschrift
Al-Hamadi, Ayoub;  Elmezain, Mahmoud;  Michaelis, Bernd 

Hand gesture recognition based on combined features extraction
In: International journal of information and mathematical sciences . - [S.l.] : World Academy of Science, Engineering and Technology, WASET, Bd. 6.2010, 1, S. 1-6; Abstract unter URL: http://www.waset.org/journals/ijims/v6/v6-1-1.pdf

Al-Hamadi, Ayoub;  Rashid, Omer;  Michaelis, Bernd 

Posture recognition using combined statistical and geometrical feature vectors based on SVM
In: International journal of information and mathematical sciences . - [S.l.] : World Academy of Science, Engineering and Technology, WASET, Bd. 6.2010, 1, S. 7-14; Abstract unter URL: http://www.waset.org/journals/ijims/v6/v6-1-2.pdf

Al-Zahrani, Fahad A.;  Mustafa, Hassan M.;  Al-Hamadi, Ayoub 

On analysis and evaluation of multi-sensory cognitive learning of a mathematical topic using artificial neural networks
In: Journal of telecommunications . - London, Bd. 1.2010, 1, insges. 6 S.; Abstract unter URL: http://sites.google.com/site/journaloftelecommunications/volume-1-issue-1-february-2010

Appenrodt, Jörg;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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 . - Daejeon : Science and Engineering Research Support Center (SERSC), Bd. 3.2010, 1, S. 37-50

Publikationslink   

Elmezain, Mahmoud;  Al-Hamadi, Ayoub;  Niese, Robert;  Michaelis, Bernd 

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, Bd. 6.2010, 3, S. 131-135; Abstract unter URL: http://www.waset.org/journals/ijice/v6/v6-3-21.pdf

Lilienblum, Erik;  Niese, Robert;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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, Bd. 5.2010, 1, S. 32-37; Abstract unter URL: http://www.waset.org/journals/ijece/v5/v5-1-6.pdf

Niese, Robert;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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, Bd. 6.2010, 1, S. 15-20; Abstract unter URL: http://www.waset.org/journals/ijims/v6/v6-1-3.pdf

Pathan, Saira Saleem;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

Intelligent feature-guided multi-object tracking in monocular color image sequences using Kalman filter
In: Journal of computing . - Alexander, NY, Bd. 2.2010, 11, S. 6-13

Publikationslink   

Sadek, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Usama, Sayed 

A statistical framework for real-time traffic accident recognition
In: Journal of signal and information processing . - Irvine, Calif. : Scientific Research Publishing, Bd. 1.2010, 1, S. 77-81; Abstract unter URL: http://dx.doi.org/10.4236/jsip.2010.11008

Sadek, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Mohammed, Usama S. 

Efficient region-based image querying
In: Journal of computing . - Alexander, NY, Bd. 2.2010, 6, S. 1-6

Publikationslink   

Originalartikel in begutachteter zeitschriftenartiger Reihe
Elmetain, Mahmoud;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

A robust method for hand gesture segmentation and recognition using forward spotting scheme in conditional random fields
In: ICPR 2010 . - IEEE Computer Society, S. 3850-3853 ; Kongress: ICPR; 20 (Istanbul, Turkey) : 2010.08.23-26

Elzobi, Moftah;  Al-Hamadi, Ayoub;  Dinges, Laslo;  Michaelis, Bernd 

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 . - IEEE, ISBN 978-1-424-45997-1, insges. 4 S. ; Kongress: ISIVC 2010; 5 (Rabat, Marocco) : 2010.09.30-10.02

Hassan, Ammar M.;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Hasan, Yassin M. Y.;  Wahab, Mohamed A. A. 

Image authentication using robust image hashing with localization and self-recovery
In: Poster proceedings // WSCG 2010, 18th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision. - Plzen : Vaclav Skala-Union Agency, insges. 8 S. ; Kongress: WSCG 2010; 18 (Plzen) : 2010.02.01-04

Hassan, Ammar M.;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Hasan, Yassin M. Y.;  Wahab, Mohamed 

Secure self-recovery image authentication using randomly-sized blocks
In: ICPR 2010 . - IEEE Computer Society, S. 1445-1448 ; Kongress: ICPR; 20 (Istanbul, Turkey) : 2010.08.23-26

Krell, Gerald;  Niese, Robert;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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, ISBN 978-989-674029-0, S. 537-542, 2010 ; Kongress: VISAPP; (Angers, France) : 2010.05.17-21

Panning, Axel;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Neumann, Heiko 

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 . - IEEE, ISBN 978-1-424-45997-1, insges. 4 S. ; Kongress: ISIVC 2010; 5 (Rabat, Marocco) : 2010.09.30-10.02

Pathan, Saira Saleem;  Al-Hamadi, Ayoub;  Krell, Gerald;  Michaelis, Bernd 

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, ISBN 978-989-674029-0, S. 461-466, 2010 ; Kongress: VISAPP; (Angers, France) : 2010.05.17-21

Pathan, Saira Saleem;  Al-Hamadi, Ayoub;  Krell, Gerald;  Michaelis, Bernd 

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, ISBN 978-989-674028-3, S. 461-466, 2010 ; Kongress: VISAPP; (Angers, France) : 2010.05.17-21

Pathan, SairaSaleem;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

Incorporating social entropy for crowd behavior detection using SVM
In: Advances in visual computing; Pt. 1: . - Berlin [u.a.] : Springer, ISBN 3-642-17288-1, S. 153-162; Lecture notes in computer science; 6453, 2010 ; Kongress: ISVC; 6 (Las Vegas, NV) : 2010.11.29-12.01

Sadek, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Sayed, Usama 

Human activity recognition - a scheme using multiole cues
In: Advances in visual computing; Pt. 2: . - Berlin [u.a.] : Springer, ISBN 3-642-17273-3, S. 574-583; Lecture notes in computer science; 6454, 2010 ; Kongress: ISVC; 6 (Las Vegas, NV) : 2010.11.29-12.01

Sadek, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Sayed, Usama 

Real-time automatic traffic accident recognition using HFC
In: ICPR 2010 . - IEEE Computer Society, S. 3348-3351 ; Kongress: ICPR; 20 (Istanbul, Turkey) : 2010.08.23-26

Steer, Michael;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

Audio-visual data fusion using a particle filter in the application of face recognition
In: ICPR 2010 . - IEEE Computer Society, S. 4392-4395 ; Kongress: ICPR; 20 (Istanbul, Turkey) : 2010.08.23-26

2009

Buchbeitrag
Elmezain, Mahmoud;  Al-Hamadi, Ayoub;  Rashid, Omer;  Michaelis, Bernd 

Posture and gesture recognition for human-computer interaction
In: Advanced technologies . - In-Teh, ISBN 978-953-307009-4, S. 415-440, 2009

Mustafa, Hassan M.;  Al-Hamadi, Ayoub 

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
Elmezain, Mahmoud;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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

Elmezain, Mahmoud;  Al-Hamadi, Ayoub;  Niese, Robert;  Michaelis, Bernd 

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 : World Academy of Science, Engineering and Technology . - [S.l.], Bd. 59.2009, S. 355-359

Elmezain, Mahmoud;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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

Hassan, Ammar M.;  Al-Hamadi, Ayoub;  Hasan, Yassin M. Y.;  Wahab, Mohamed A. A.;  Michaelis, Bernd 

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

Niese, Robert;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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

Niese, Robert;  Al-Hamadi, Ayoub;  Panning, Axel;  Brammen, Dominik;  Ebmeyer, Uwe;  Michaelis, Bernd 

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

Publikationslink   

Panning, Axel;  Niese, Robert;  Al-Hamadi, Ayoub;  Michael, Bernd 

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

Publikationslink   

Rashid, Omer;  Al-Hamadi, Ayoub;  Panning, Axel;  Michaelis, Bernd 

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

Publikationslink   

Sadek, Samy;  Al-Hamadi, Ayoub;  Panning, Axel;  Michaelis, Bernd;  Sayed, Usama 

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

Publikationslink   

Sadek, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Sayed, Usama 

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

Sadek, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Sayed, Usama 

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; Abstract unter URL: http://ijens.org/92910-1919%20IJVIPNS-IJENS.pdf

Originalartikel in begutachteter zeitschriftenartiger Reihe
Al-Hamadi, Ayoub;  Niese, Robert;  Pathan, Saira Saleem;  Michaelis, Bernd 

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

Al-Hamadi, Ayoub;  Pathan, Saira Saleem;  Michaelis, Bernd 

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

Appenrodt, Jörg;  Al-Hamadi, Ayoub;  Elmezain, Mahmoud;  Michaelis, Bernd 

Data gathering for gesture recognition systems based on mono color-, stereo color- and thermal cameras
In: Future generation information technology . - Berlin [u.a.] : Springer, ISBN 3-642-10508-4, S. 79-87; Lecture notes in computer science; 5899, 2009 ; Kongress: FGIT; 1 (Jeju Island) : 2009.12.10-12

Elemezain, Mahmoud;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

Discriminative models-based hand gesture recognition
In: Proceedings 2009 second International Conference on Machine Vision, ICMV 2009 . - IEEE, ISBN 978-1-424-45644-4, S. 123-127 ; Kongress: ICMV; 2 (Dubai) : 2009.12.28-30

Elemezain, Mahmoud;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

Improving hand gesture recognition using 3d combined features
In: Proceedings 2009 second International Conference on Machine Vision, ICMV 2009 . - IEEE, ISBN 978-1-424-45644-4, S. 128-132 ; Kongress: ICMV; 2 (Dubai) : 2009.12.28-30

Elmezain, Mahmoud;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

Hand gesture spotting based on 3d dynamic features using Hidden Markov models
In: Signal processing, image processing, and pattern recognition . - Berlin [u.a.] : Springer, ISBN 3-642-10545-9, S. 9-16; Communications in computer and information science; 61, 2009 ; Kongress: SIP 2009; (Jeju Island) : 2009.12.10-12

Elmezain, Mahmoud;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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

Elmezain, Mahmoud;  Al-Hamadi, Ayoub;  Pathan, Saira Saleem;  Michaelis, Bernd 

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

Hassan, Ammar M.;  Hasan, Yassin M. Y.;  Al-Hamadi, Ayoub;  Wahab, Mohamed A. A.;  Michaelis, Bernd 

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

Hassan, Ammar M.;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Hasan, Yassin M. Y.;  Wahab, Mohamed A. A. 

Semi-fragile image authentication using robust image hashing with localization
In: Proceedings 2009 second International Conference on Machine Vision, ICMV 2009 . - IEEE, ISBN 978-1-424-45644-4, S. 133-137 ; Kongress: ICMV; 2 (Dubai) : 2009.12.28-30

Pathan, Saira Saleem;  Al-Hamadi, Ayoub;  Elmezian, Mahmoud;  Michaelis, Bernd 

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

Pathan, Saira Saleem;  Al-Hamadi, Ayoub;  Senst, Tobias;  Michaelis, Bernd 

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

Pathan, Saira Saleem;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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

Sadek, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Sayed, Usama 

A robust neural system for objectionable image recognition
In: Proceedings 2009 second International Conference on Machine Vision, ICMV 2009 . - IEEE, ISBN 978-1-424-45644-4, S. 32-36 ; Kongress: ICMV; 2 (Dubai) : 2009.12.28-30

Sadek, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Sayed, Usama 

An efficient approach for region-based image classification and retrieval
In: Signal processing, image processing, and pattern recognition . - Berlin [u.a.] : Springer, ISBN 3-642-10545-9, S. 56-64; Communications in computer and information science; 61, 2009 ; Kongress: SIP 2009; (Jeju Island) : 2009.12.10-12

Sadek, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Sayed, Usama 

An efficient method for noisy cell image segmentation using generalized a-entropy
In: Signal processing, image processing, and pattern recognition . - Berlin [u.a.] : Springer, ISBN 3-642-10545-9, S. 33-40; Communications in computer and information science; 61, 2009 ; Kongress: SIP 2009; (Jeju Island) : 2009.12.10-12

Sadek, Samy;  Al-Hamadi, Ayoub;  Michaelis, Bernd;  Sayed, Usama 

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
Niese, Robert;  Al-Hamadi, Ayoub;  Aziz, Faisal;  Michaelis, Bernd 

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
Ahmad, M.A.;  Krell, G.;  Al-Hamadi, A.;  Hadhoud, Mohiy;  Michaelis, B. 

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

Elmezain, Mahmoud;  Al-Hamadi, Ayoub;  Appenrodt, Jörg;  Michaelis, Bernd 

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

Publikationslink   

Elmezain, Mahmoud;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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

Hassan M. Hassan, Ayoub Al-Hamadi 

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

Panning, Axel;  Al-Hamadi, Ayoub;  Niese, Robert;  Michaelis, Bernd 

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
Al-Hamadi, Ayoub;  Homberg, Ulrike;  Niese, Robert;  Michaelis, Bernd 

Efficent tracking approach of multiple interacting objects using data association
In: The 22nd International Symposium on Computer and Information Sciences, ISCIS\'07 . - IEEE, insges. 6 S., 2007 ; Kongress: ISCIS\'07; 22 (Ankara) : 2007.11.07-09

Elmezian, Mahmoud;  Al-Hamadi, Ayoub;  Krell, Gerald;  El-Etriby, Sherif;  Michaelis, Bernd 

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, insges. 6 S., 2007 ; Kongress: ISSPIT; 7 (Cairo) : 2007.12.15-18

Hassan, Hassan M.;  Al-Hamadi, Ayoub;  Al-Saleem, Saleh M. 

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, insges. 8 S., 2007 ; Kongress: ISSPIT; 7 (Cairo) : 2007.12.15-18

Krell, Gerald;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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, insges. 6 S., 2007 ; Kongress: ISSPIT; 7 (Cairo) : 2007.12.15-18

Panning, Axel;  Al-Hamadi, Ayoub;  Niese, Robert;  Michaelis, Bernd 

Facial expression recognition approach based on haar-like feature detection
In: OGRW-7 . - Ettlingen, insges. 4 S., 2007 ; Kongress: Open German-Russian Workshop \"Pattern Recognition and Image Understanding\"; 7 (Ettlingen, Germany) : 2007.08.20-23

Buchbeitrag
Ahmad, Mostafa A.;  Al-Hamadi, Ayoub;  Krell, Gerald;  Michaelis, Bernd 

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

Al-Hamad, Mostafa;  Al-Hamadi, Ayoub;  Krell, Gerald;  Michaelis, Bernd 

Enhanching the visual quality in hybrid filters wavelet-based low bit-rate video codec
In: Measurement of speech, audio and video quality in networks . - Prague, ISBN 978-80-0103734-8, insges. 7 S., 2007 ; Kongress: MESAQIN 2007; (Prague) : 2007.06.07-08

El-Etriby, Sherif;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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, ISBN 1-424-40755-9, S. 1807-1813 ; Kongress: ISIE 2007; (Vigo, Spain) : 2007.06.04-07

Originalartikel in begutachteter internationaler Zeitschrift
Al-Hamadi, Ayoub;  Niese, Robert;  Michaelis, Bernd 

Multiobject tracking in video using a trisection paradigm
In: Pattern recognition and image analysis . - Moscow : MAIK Nauka/Interperiodica Publ., Bd. 17.2007, 4, S. 493-507

Niese, Robert;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

A novel method for 3D face detection and normalization
In: Journal of multimedia . - Oulu : Academy Publ., Bd. 2.2007, 5, S. 1-12; Abstract unter URL: http://www.academypublisher.com/jmm/vol02/no05/jmm02050112.html

Niese, Robert;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

Nearest neighbor classification for emotion recognition in stereo image sequences
In: Leonardo, the International Society for the Arts, Sciences and Technology : ISAST transactions on electronics and signal processing . - [S.l.], Bd. 1.2007, 1, S. 88-94

Originalartikel in begutachteter zeitschriftenartiger Reihe
Niese, Robert;  Al-Hamadi, Ayoub;  Panning, Axel;  Michaelis, Bernd 

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, ISBN 3-540-74468-1, S. 397-408; Lecture notes in computer science; 4705

2006

Buchbeitrag
Al-Hamadi, Ayoub;  Panning, Axel;  Niese, Robert;  Michaelis, Bernd 

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., S. 499-509 ; Kongress: International Multiconference on Computer Science and Information Technology; 4 (Amman) : 2006.04.05-07 ; CSIT; 4 (Amman) : 2006.04.05-07 ; [Vol. 3]

Al-Hamadi, Ayoub;  Michaelis, Bernd 

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., S. 488-498 ; Kongress: International Multiconference on Computer Science and Information Technology; 4 (Amman) : 2006.04.05-07 ; CSIT; 4 (Amman) : 2006.04.05-07 ; [Vol. 3]

El-Etriby, Sherif;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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., S. 510-517 ; Kongress: International Multiconference on Computer Science and Information Technology; 4 (Amman) : 2006.04.05-07 ; CSIT; 4 (Amman) : 2006.04.05-07 ; [Vol. 3]

Originalartikel in begutachteter internationaler Zeitschrift
Al-Hamadi, Ayoub;  Michaelis, Bernd 

An intelligent paradigm for multi-objects tracking in crowded environment
In: Journal of digital information management . - Palavakkam, Bd. 4.2006, 3, S. 183-190; Abstract unter URL: http://www.dirf.org/jdim/abstractv4i3.htm#04

Al-Hamadi, Ayoub;  Niese, Robert;  Panning, Axel;  Michaelis, Bernd 

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

El-Etriby, Sherif;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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

Originalartikel in begutachteter nationaler Zeitschrift
Al-Hamadi, Ayoub;  Michaelis, Bernd 

A shadow detection filter basis of color-structure-code algorithm
In: ICGST International journal on graphics, vision and image processing (GVIP) . - [S.l.] : ICGST, S. 51-57; Abstract unter URL: http://www.icgst.com/GVIP05/papers/P1150535242.pdf$xInhalt und Seitenlayout identisch, 2006 ; [Special issue on edge detection and tracking]

Al-Hamadi, Ayoub;  Michaelis, Bernd 

Hierarchical feature-based paradigm for multi-object tracking
In: ICGST International journal on graphics, vision and image processing (GVIP) . - [S.l.] : ICGST, S. 39-47; Abstract unter URL: http://www.icgst.com/GVIP05/papers/P1150535243.pdf$xInhalt und Seitenlayout identisch, 2006 ; [Special issue on edge detection and tracking]

El-Etriby, Sherif;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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, S. 41-46; Abstract unter URL: http://www.icgst.com/GVIP05/papers/P1150537101.pdf$xInhalt und Seitenlayout identisch, 2006 ; [Special issue on image retrieval and representation]

Originalartikel in begutachteter zeitschriftenartiger Reihe
Niese, Robert;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

A stereo and color-based method for face pose estimation and facial feature extraction
In: International Conference on Pattern Recognition <18, 2006, Hong Kong>: Proceedings // ICPR 2006, 18th International Conference on Pattern Recognition, August 20 - 24, 2006, Hong Kong . - Los Alamitos, Calif. [u.a.] : IEEE Computer Society, insges. 4 S. ; Kongress: International Conference on Pattern Recognition; 18 (Hong Kong) : 2006.08.20-24 ; ICPR; 18 (Hong Kong) : 2006.08.20-24 ; [ICPR 2006]

2005

Artikel in Kongressband
Michaelis, Bernd;  Niese, Robert;  Al-Hamadi, Ayoub 

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
Al-Hamadi, Ayoub;  Niese, Robert;  Michaelis, Bernd 

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)

Al-Hamadi, Ayoub;  Niese, Robert;  Michaelis, Bernd 

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
Al-Hamadi, Ayoub;  Niese, Robert;  Michaelis, Bernd 

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
Al-Hamadi, Ayoub;  Michaelis, Bernd;  Kube, Karsten 

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)

Al-Hamadi, Ayoub;  Michaelis, Bernd 

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)

El-Etriby, Sherif;  Al-Hamadi, Ayoub;  Michaelis, Bernd 

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)

Kube, Karsten;  Herzog, Andreas;  Michaelis, Bernd;  Al Hamadi, Ayoub;  Lima, Ana de;  Voigt, Thomas 

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
Al-Hamadi, Ayoub;  Niese, Robert;  Michaelis, Bernd 

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
Al-Hamadi, Ayoub;  Niese, Robert;  Michaelis, Bernd 

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
Al-Hamadi, Ayoub;  Niese, Robert;  Michaelis, Bernd 

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

Al-Hamadi, Ayoub;  Niese, Robert;  Michaelis, Bernd 

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)

Al-Hamadi, Ayoub;  Mecke, Ruediger;  Michaelis, Bernd 

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)

Al-Hamadi, Ayoub;  Michaelis, Bernd 

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)

Al-Hamadi, Ayoub;  Niese, Robert;  Michaelis, Bernd 

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)

Calow, Roman;  Michaelis, Bernd;  Al-Hamadi, Ayoub 

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
Al-Hamadi, Ayoub;  Michaelis, Bernd 

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&amp;amp;amp;amp;amp;amp;T, 2002, S. 540 - 544

Originalartikel in begutachteter zeitschriftenartiger Reihe
Al-Hamadi, Ayoub;  Michaelis, Bernd 

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

Al-Hamadi, Ayoub;  Michaelis, Bernd 

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

Al-Hamadi, Ayoub;  Michaelis, Bernd 

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
Al-Hamadi, Ayoub;  Michaelis, Bernd;  Mecke, Ruediger 

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
Al-Hamadi, Ayoub;  Hofmeister, H. (ext.);  Michaelis, Bernd;  Brueckner, B. (ext.);  Mecke, Ruediger 

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)

Al-Hamadi, Ayoub;  Michaelis, Bernd;  Mecke, Ruediger 

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)

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