Ayoub Al-Hamadi
apl. Prof. Dr.-Ing. habil. Ayoub Al-Hamadi
Otto-von-Guericke-University Magdeburg
Professor
Curriculum Vitae
- Ayoub K. Al-Hamadi was born in Taiz, Yemen
- He 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 Junior-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 350 articles in peer-reviewed international journals, conferences and books.
-
Prof. Al-Hamadi is the principal investigator of more than 40 long-term projects funded by the DFG, EU, BMBF, AIF, various federal organizations and industry.
Research Fields
- Human-Robot Interaction in the Context of Productive Teaming
- Intelligent Mobile and Stationary Robotics
- Intelligent Assistance Systems in an Industrial or Medical Context
- Diagnostics by Appearance
- Image Processing and Pattern Recognition
- Information Technology
- Artificial Intelligence
Current Research Projects
- Implicit mobile human-robot communication for context-specific spatial action coordination
- Innovative Photonics for Autonomous Collaborative Systems in Dynamic Transportation Processes
- Multi-Modal Information Fusion and Intention Recognition
- Gesture and Posture Recognition
- Analysis of Facial Expression and Emotion Recognition
- Pain Recognition in Post-Operative Phases
- Multi-Object Tracking and Environment Perception
- AI technology for lie detection in negotiations
- An intelligent system for contactless, camera-based measurement of heart rate variability
- Automated Tank Roof Inspection by Autonomous Robots
- Augmented Reality-Based Worker Assistance
- Video-based Event Recognition
- Arabic Handwriting Recognition
2025
Dissertation
Efficient and robust face recognition in the wild
Khalifa, Aly Ahmed Aly; Hamadi, al- Ayoub; Wendemuth, Andreas
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Elektrotechnik und Informationstechnik 2025, 1 Online-Ressource (X, 143 Seiten, 15,72 MB) [Literaturverzeichnis: Seite 123-143]
2024
Buchbeitrag
NITEC - versatile hand-annotated eye contact dataset for ego-vision interaction
Hempel, Thorsten; Jung, Magnus; Abdelrahman, Ahmed A.; Al-Hamadi, Ayoub
In: 2024 IEEE Winter Conference on Applications of Computer Vision / IEEE/CVF Winter Conference on Applications of Computer Vision , 2024 - Piscataway, NJ : IEEE ; Souvenir, Richard, S. 4425-4434 [Konferenz: IEEE/CVF Winter Conference on Applications of Computer Vision, WACV, Waikoloa, HI, USA, 03-08 January 2024]
An intelligent approach for continuous pain intensity prediction
Al-Radhi, Hassan; Fiedler, Marc-André; Al-Hamadi, Ayoub; Dinges, Laslo
In: IEEE International Symposium on Biomedical Imaging ISBI 2024 , 2024 - [Piscataway, NJ] : IEEE, insges. 5 S. [Symposium: IEEE International Symposium on Biomedical Imaging, ISBI, Athens, Greece, 27-30 May 2024]
LSTM-based heart rate estimation from facial video images
Fiedler, Marc-André; Dinges, Laslo; Rapczyński, Michał; Al-Hamadi, Ayoub
In: IEEE International Symposium on Biomedical Imaging ISBI 2024 , 2024 - [Piscataway, NJ] : IEEE, insges. 5 S. [Symposium: IEEE International Symposium on Biomedical Imaging, ISBI, Athens, Greece, 27-30 May 2024]
Begutachteter Zeitschriftenartikel
Fine-grained gaze estimation based on the combination of regression and classification losses
Abdelrahman, Ahmed A.; Hempel, Thorsten; Khalifa, Aly; Al-Hamadi, Ayoub
In: Applied intelligence - Dordrecht [u.a.] : Springer Science + Business Media B.V, Bd. 54 (2024), S. 10982-10994
Toward robust and unconstrained full range of rotation head pose estimation
Hempel, Thorsten; Abdelrahman, Ahmed A.; Al-Hamadi, Ayoub
In: IEEE transactions on image processing / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 33 (2024), S. 2377-2387, insges. 11 S.
Exploring facial cues - automated deception detection using artificial intelligence
Dinges, Laslo; Fiedler, Marc-André; Hamadi, Ayoub al-; Hempel, Thorsten; Abdelrahman, Ahmed; Weimann, Joachim; Bershadskyy, Dmitri; Steiner, Johann
In: Neural computing & applications - London : Springer, Bd. 36 (2024), Heft 24, S. 14857-14883
Hybrid sparrow search-exponential distribution optimization with differential evolution for parameter prediction of solar photovoltaic models
Abd El-Mageed, Amr A.; Al-Hamadi, Ayoub; Bakheet, Samy; Abd El-Rahiem, Asmaa
In: Algorithms - Basel : MDPI, Bd. 17 (2024), Heft 1, Artikel 26, insges. 34 S.
Fine-grained gaze estimation based on the combination of regression and classification losses
Abdelrahman, Ahmed A.; Hempel, Thorsten; Khalifa, Aly; Al-Hamadi, Ayoub
In: Applied Intelligence, Springer Science and Business Media LLC, Bd. 54, Heft 21, S. 10982-10994
Towards efficient and robust face recognition through attention-integrated multi-level CNN
Khalifa, Aly; Abdelrahman, Ahmed A.; Hempel, Thorsten; Al-Hamadi, Ayoub
In: Multimedia Tools and Applications, Springer Science and Business Media LLC
A review of visual SLAM for robotics - evolution, properties, and future applications
Al-Tawil, Basheer; Hempel, Thorsten; Abdelrahman, Ahmed; Al-Hamadi, Ayoub
In: Frontiers in robotics and AI - Lausanne : [Verlag nicht ermittelbar], Bd. 11 (2024), insges. 18 S.
Towards efficient and robust face recognition through attention-integrated multi-level CNN
Khalifa, Aly; Abdelrahman, Ahmed A.; Hempel, Thorsten; Al-Hamadi, Ayoub
In: Multimedia tools and applications - Dordrecht [u.a.] : Springer Science + Business Media B.V . - 2024, insges. 23 S. [Online first]
2023
Buchbeitrag
Uncovering lies - deception detection in a rolling-dice experiment
Dinges, Laslo; Fiedler, Marc-André; Al-Hamadi, Ayoub; Abdelrahman, Ahmed A.; Weimann, Joachim; Bershadskyy, Dmitri
In: Image Analysis and Processing – ICIAP 2023 , 1st ed. 2023. - Cham : Springer Nature Switzerland ; Foresti, Gian Luca, S. 293-303 - ( Lecture notes in computer science; volume 14233)
Begutachteter Zeitschriftenartikel
Digital technology and mental health during the COVID-19 pandemic - a narrative review with a focus on depression, anxiety, stress, and trauma
Guest, Paul C.; Vasilevska, Veronika; Hamadi, Ayoub; Eder, Julia; Falkai, Peter; Steiner, Johann
In: Frontiers in psychiatry - Lausanne : Frontiers Research Foundation, Bd. 14 (2023), Artikel 1227426, insges. 13 S.
Hybrid bag-of-visual-words and FeatureWiz selection for content-based visual information retrieval
Bakheet, Samy; Al-Hamadi, Ayoub; Soliman, Emadeldeen; Heshmat, Mohamed
In: Sensors - Basel : MDPI, Bd. 23 (2023), Heft 3, Artikel 1653, insges. 24 S.
Classification networks for continuous automatic pain intensity monitoring in video using facial expression on the X-ITE Pain Database
Othman, Ehsan; Werner, Philipp; Saxen, Frerk; Al-Hamadi, Ayoub; Gruss, Sascha; Walter, Steffen
In: Journal of visual communication and image representation - Orlando, Fla. : Academic Press, Bd. 91 (2023), Artikel 103743
Dissertation
An automatic and multi-modal system for continuous pain intensity monitoring based on analyzing data from five sensor modalities
Othman, Ehsan; Hamadi, Ayoub; Wendemuth, Andreas
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Elektrotechnik und Informationstechik 2023, 1 Online-Ressource (xxi, 155 Seiten, 7,42 MB) [Literaturverzeichnis: Seite 137-155]
Kamerabasierte Messung von Vitalparametern mit verbesserter Störsicherheit
Rapczyński, Michał; Hamadi, Ayoub
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Elektrotechnik und Informationstechnik 2023, 1 Online-Ressource (xxiv, 174 Seiten, 14,06 MB) [Literaturverzeichnis: Seite 159-173]
Nicht begutachteter Zeitschriftenartikel
Automated deception detection from videos - using end-to-end learning based high-level features and classivication approaches
Dinges, Laslo; Al-Hamadi, Ayoub; Hempel, Thorsten; Abdelrahman, Ahmed; Weimann, Joachim; Bershadskyy, Dmitri
In: De.arxiv.org - [Erscheinungsort nicht ermittelbar] : Arxiv.org . - 2023, Artikel 2307.06625, insges. 29 S.
Experimental economics for machine learning - a methodological contribution
Bershadskyy, Dmitri; Dinges, Laslo; Fiedler, Marc-André; Hamadi, Ayoub; Ostermaier, Nina; Weimann, Joachim
In: Magdeburg: Otto-von-Guericke-Universität Magdeburg: Fakultät für Wirtschaftswissenschaft, 2023, 1 Online-Ressource (27 Seiten, 0,68 MB) - (Working paper series; Otto von Guericke Universität Magdeburg, Faculty of Economics and Management; 2023, no. 08)
2022
Begutachteter Zeitschriftenartikel
A fingerprint-based verification framework using Harris and SURF feature detection algorithms
Bakheet, Samy; Al-Hamadi, Ayoub; Youssef, Rehab
In: Applied Sciences - Basel: MDPI, Bd. 12 (2022), 1, insges. 16 S.
Robot System Assistant (RoSA) - towards intuitive multi-modal and multi-device human-robot interaction
Strazdas, Dominykas; Hintz, Jan; Khalifa, Aly; Abdelrahman, Ahmed A.; Hempel, Thorsten; Hamadi, Ayoub
In: Sensors - Basel: MDPI, Bd. 22 (2022), Heft 3, Artikel 923, insges. 24 S.
Fast and precise binary instance segmentation of 2D objects for automotive applications
Ganganna Ravindra, Darshan; Dinges, Laslo; Al-Hamadi, Ayoub; Baranau, Vasili
In: Journal of WSCG - Plzen, Bd. 30 (2022), 1-2, S. 302-305
Dissertation
Automatisierte bild- und videobasierte Mimikanalyse für die Messung von Schmerzen und Facial Action Units
Werner, Philipp; Hamadi, Ayoub; Tönnies, Klaus
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Elektrotechnik und Informationstechnik 2022, 1 Online-Ressource (xvi, 179 Seiten, 10,89 MB) [Literaturverzeichnis: Seite 159-178][Literaturverzeichnis: Seite 159-178]
2021
Buchbeitrag
Facial video-based respiratory rate recognition interpolating pulsatile PPG rise and fall times
Fiedler, Marc-André; Rapzyński, Michał; Hamadi, Ayoub
In: IEEE Xplore digital library / Institute of Electrical and Electronics Engineers - New York, NY : IEEE . - 2021, S. 545-549
Semantic-aware environment perception for mobile human-robot interaction
Hempel, Thorsten; Fiedler, Marc-André; Khalifa, Aly; Al-Hamadi, Ayoub; Dinges, Laslo
In: IEEE Xplore digital library / Institute of Electrical and Electronics Engineers - New York, NY : IEEE . - 2021, S. 200-203
Using facial action recognition to evaluate user perception in aggravated HRC scenarios
Dinges, Laslo; Hamadi, Ayoub; Hempel, Thorsten; Al Aghbari, Zaher
In: IEEE Xplore digital library / Institute of Electrical and Electronics Engineers - New York, NY : IEEE . - 2021, S. 195-199
Robot System Assistant (RoSA) - concept for an intuitive multi-modal and multi-device interaction system
Strazdas, Dominykas; Hintz, Jan; Khalifa, Aly; Al-Hamadi, Ayoub
In: Proceedings of the 2021 IEEE International Conference on Human-Machine Systems (ICHMS) , 2021 - [Piscataway, NJ] : IEEE ; Nürnberger, Andreas, insges. 4 S.
Begutachteter Zeitschriftenartikel
Simultaneous prediction of valence/arousal and emotion categories and its application in an HRC scenario
Handrich, Sebastian; Dinges, Laslo; Hamadi, Ayoub; Werner, Philipp; Saxen, Frerk; Aghbari, Zaher
In: Journal of ambient intelligence and humanized computing - Berlin : Springer, Bd. 12 (2021), Heft 1, S. 57-73
Automatic vs. human recognition of pain intensity from facial expression on the X-ITE pain database
Othman, Ehsan; Werner, Philipp; Saxen, Frerk; Hamadi, Ayoub; Gruss, Sascha; Walter, Steffen
In: Sensors - Basel : MDPI, Bd. 21 (2021), Heft 9, Artikel 3273, insges. 19 S.
Robust hand gesture recognition using multiple shape-oriented visual cues
Bakheet, Samy; Hamadi, Ayoub
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), Artikel 26, insges. 18 S.
Robo-HUD - interaction concept for contactless operation of industrial cobotic systems
Strazdas, Dominykas; Hintz, Jan; Hamadi, Ayoub
In: Applied Sciences - Basel : MDPI, Bd. 11 (2021), Heft 12, Artikel 5366, insges. 12 S.
A framework for instantaneous driver drowsiness detection based on improved HOG features and Naive Bayesian classification
Bakheet, Samy; Hamadi, Ayoub
In: Brain Sciences - Basel : MDPI AG, Bd. 11 (2021), Heft 2, Artikel 240
SFPD - simultaneous face and person detection in real-time for human-robot interaction
Fiedler, Marc-André; Werner, Philipp; Khalifa, Aly; Hamadi, Ayoub
In: Sensors - Basel : MDPI, Bd. 21 (2021), Heft 17, Artikel 5918, insges. 17 S.
2020
Buchbeitrag
Deep facial expression recognition with occlusion regularization
Pandya, Nikul; Werner, Philipp; Hamadi, Ayoub
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.
Facial cction unit recognition in the wild with multi-task CNN self-Ttaining for the EmotioNet Challenge,
Werner, Philipp; Saxen, Frerk; Hamadi, Ayoub
In: IEEE Xplore digital library / Institute of Electrical and Electronics Engineers - New York, NY : IEEE . - 2020, S. 1649-1652
SLAM-based multistate tracking system for mobile human-robot interaktion
Hempel, Thorsten; Al-Hamadi, Ayoub
In: Image analysis and recognition ; Part 1/ ICIAR - Cham: Springer; Campilho, Aurélio Part 1 . - 2020, S. 368-376
Begutachteter Zeitschriftenartikel
Simultaneous prediction of valence/arousal and emotions on AffectNet, Aff-Wild and AFEW-VA
Handrich, Sebastian; Dinges, Laslo; Hamadi, Ayoub; Werner, Philipp; Al Aghbari, Zaher
In: Procedia computer science - Amsterdam [u.a.]: Elsevier, Bd. 170 (2020), S. 634-641
Von der Fremdbeurteilung des Schmerzes zur automatisierten multimodalen Messung der Schmerzintensität - narrativer Review zum Stand der Forschung und zur klinischen Perspektive
Frisch, Stephan; Werner, Philipp; Al-Hamadi, Ayoub; Traue, Harald C.; Gruss, Sascha; Walter, Steffen
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
Pixel-wise motion segmentation for SLAM in dynamic environments
Hempel, Thorsten; Hamadi, Ayoub
In: IEEE access/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE, Bd. 8 (2020), S. 164521-164528
Multimodale Erkennung von Schmerzintensität und -modalität mit maschinellen Lernverfahren
Walter, Steffen; Al-Hamadi, Ayoub; Gruss, Sascha; Frisch, Stephan; Traue, Harald C.; Werner, Philipp
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
Robots and wizards - an investigation into natural HumanRobot Interaction
Strazdas, Dominykas; Hintz, Jan; Felßberg, Anna-Maria; Al-Hamadi, Ayoub
In: IEEE access / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 8 (2020), S. 207635-207642
Fusion-based approach for respiratory rate recognition from facial video images
Fiedler, Marc-André; Rapczyński, Michal; Al-Hamadi, Ayoub
In: IEEE access/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE, Bd. 8 (2020), S. 130036-130047
Chord-length shape features for license plate character recognition
Bakheet, Samy; Al-Hamadi, Ayoub
In: Journal of Russian laser research - New York, NY [u.a.]: Consultants Bureau, Bd. 41 (2020), 1, S. 156-170
Finding K most significant motifs in big time series data
Al Aghbari, Zaher; Hamadi, Ayoub
In: Procedia computer science - Amsterdam [u.a.]: Elsevier, Bd. 170 (2020), S. 595-601
2019
Abstract
Multimodale Schmerzerkennung mittels Algorithmen der künstlichen Intelligenz
Frisch, Stephan; Werner, Philipp; Al-Hamadi, Ayoub; Gruss, Sascha; Walter, Steffen
In: Der Schmerz - Berlin: Springer, Volume 33 (2019), Suppl. 1, Poster P04.05, Seite S49
Buchbeitrag
Twofold-multimodal pain recognition with the X-ITE pain database
Werner, Philipp; Al-Hamadi, Ayoub; Gruss, Sascha; Walter, Steffen
In: IEEE Xplore digital library / Institute of Electrical and Electronics Engineers - New York, NY : IEEE . - 2019, S. 290-296
Face attribute detection with MobileNetV2 and NasNet-Mobile
Saxen, Frerk; Werner, Philipp; Othman, Ehsan; Handrich, Sebastian; Dinges, Laslo; Hamadi, Ayoub
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]
Verhinderung der Überwindung von Gesichtserkennung durch kamerabasierte Vitalparameterschätzung
Rapczynski, Michal; Lang, Christopher; Al-Hamadi, Ayoub
In: Berlin: Gesellschaft z. Förderung angewandter Informatik, insges. 10 S., 2019[Tagung: FWS19, Berlin, 02. Oktober 2019]
Generalizing to unseen head poses in facial expression recognition and action unit intensity estimation
Werner, Philipp; Saxen, Frerk; Al-Hamadi, Ayoub; Yu, Hui
In: 14th IEEE International Conference on Automatic Face and Gesture Recognition - Piscataway, NJ: IEEE, insges. 8 S., 2019[Konferenz: FG 2019, Lille, France, 14-18 May, 2019]
Improvement of data-driven 3-D surface quality inspection by deformation simulation
von Enzberg, Sebastian; Al-Hamadi, Ayoub
In: [Piscataway, NJ]: IEEE; IEEE ICSIPA (6.:2019), insges. 1 S.[Konferenz: IEEE ICSIPA 2019, Malaysia, September 17-19, 2019]
Cross-database evaluation of pain recognition from facial video
Al-Hamadi, Ayoub; Othman, Ehsan; Werner, Philipp; Saxen, Frerk; Walter, Steffen
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
Handrich, Sebastian; Dinges, Laslo; Saxen, Frerk; Hamadi, Ayoub; Wachmuth, Sven
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]
Begutachteter Zeitschriftenartikel
Automatic recognition methods supporting pain assessment$aa survey
Werner, Philipp; Lopez-Martinez, Daniel; Walter, Steffen; Al-Hamadi, Ayoub; Gruss, Sascha; Picard, Rosalind W.
In: IEEE transactions on affective computing - New York, NY: IEEE, S. 1-1, 2019[Early Access]
Predicting group contribution behaviour in a public goods game from face-to-face communication
Othman, Ehsan; Saxen, Frerk; Bershadskyy, Dmitri; Werner, Philipp; Al-Hamadi, Ayoub; Weimann, Joachim
In: Sensors - Basel : MDPI - Volume 19 (2019), 12, Artikelnummer 2786 [Special Issue: Sensors for affective computing and sentiment analysis]
Effects of video encoding on camera based heart rate estimation
Rapczynski, Michal; Werner, Philipp; Al-Hamadi, Ayoub
In: IEEE transactions on biomedical engineering: a publication of the IEEE Engineering in Medicine and Biology Society/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE, 1964, Bd. 66.2019, 12, S. 3360-3370
Multi-modal signals for analyzing pain responses to thermal and electrical stimuli
Gruss, Sascha; Geiger, Mattis; Werner, Philipp; Wilhelm, Oliver; Traue, Harald C.; Al-Hamadi, Ayoub; Walter, Steffen
In: JoVE - [S.l.], 2019, 146, Art.-Nr. e59057, insgesamt 12 Seiten
2018
Buchbeitrag
On analogical comparison of ant colony's selectivity decision for migration to an optimal nest site versus reconstruction problem solution by a mouse inside figure 8 maze
Mustafa, Hassan M. H.; Tourkia, Fadhel B.; Al-Hamadi, Ayoub
In: 1st International Conference on Computer Applications & Information Security: ICCAIS' 2018, Riyadh, Kingdom of Saudi Arabia, 04-06 April 2018 - [Piscataway, NJ]: IEEE[Konferenz: 1st International Conference on Computer Applications & Information Security (ICCAIS), Riyadh, Saudi Arabia, 4-6 April 2018]
Intention-based anticipatory interactive systems
Wendemuth, Andreas; Böck, Ronald; Nürnberger, Andreas; Hamadi, Ayoub; Brechmann, André; Ohl, Frank W.
In: SMC 2018: 2018 IEEE International Conference on Systems, Man, and Cybernetics$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[Konferenz: 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC, Miyazaki, Japan, 7-10 October 2018]
Real vs. fake emotion challenge - learning to rank authenticity from facial activity descriptors
Saxen, Frerk; Werner, Philipp; Al-Hamadi, Ayoub
In: 2017 IEEE International Conference on Computer Vision workshops: 22-29 October 2017, Venice, Italy : proceedings - Piscataway, NJ: IEEE, S. 3073-3078, 2018[Konferenz: 2017 IEEE International Conference on Computer Vision workshops, Venice, Italy, 22-29 October 2017]
Landmark based head pose estimation benchmark and method
Werner, Philipp; Saxen, Frerk; Al-Hamadi, Ayoub
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[Konferenz: IEEE International Conference on Image Processing, ICIP 2017, Beijing, China, 17 - 20 September 2017]
Localizing body joints from single depth images using geodetic distances and random tree walk
Handrich, Sebastian; Al-Hamadi, Ayoub
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[Konferenz: IEEE International Conference on Image Processing, ICIP 2017, Beijing, China, 17 - 20 September 2017]
Towards a novel reidentification method using metaheuristics
Ljouad, Tarik; Amine, Aouatif; Al-Hamadi, Ayoub; Rziza, Mohammed
In: Recent Developments in Metaheuristics - Cham: Springer, S. 429-445, 2018 - (Operations Research; Computer Science Interfaces Series; 62)
Facial action unit intensity estimation and feature relevance visualization with random regression forests
Werner, Philipp; Handrich, Sebastian; Al-Hamadi, Ayoub
In: 2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII): 23-26 Oct. 2017 - [Piscataway, NJ]: IEEE, S. 401-406, 2018[Copyright: 2017; Konferenz: 7. International Conference on Affective Computing and Intelligent Interaction, ACII, San Antonio, Tex., 23 - 26 October 2017]
Automatic recognition of common Arabic handwritten words based on OCR and N-GRAMS
Dinges, Laslo; Hamadi, Ayoub; Elzobi, Moftah; Nürnberger, Andreas
In: IEEE Xplore digital library / Institute of Electrical and Electronics Engineers - New York, NY : IEEE . - 2018, S. 3625-3629 [Konferenz: 2017 IEEE International Conference on Image Processing (ICIP), Beijing, China]
Analysis of facial expressiveness during experimentally induced heat pain
Werner, Philipp; Al-Hamadi, Ayoub; Walter, Steffen
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[Copyright: 2017; Konferenz: Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW, San Antonio, Tex., 23 - 26 October 2017]
Begutachteter Zeitschriftenartikel
Facial point localization via neural networks in a cascade regression framework
Saeed, Anwar; Al-Hamadi, Ayoub; Neumann, Heiko
In: Multimedia tools and applications: an international journal - Dordrecht [u.a.]: Springer Science + Business Media B.V, Bd. 77.2018, 2, S. 2261-2283
Vision-based human activity recognition using LDCRFs
Elmezain, Mahmoud; Al-Hamadi, Ayoub
In: International Arab journal of e-technology: IAJet - Amman: Arab Open University, Bd. 15.2018, 3, S. 389-395
Automatic arabic Document classification based on the HRWiTD algorithm
Othman, Ehsan; Al-Hamadi, Ayoub
In: Journal of software engineering and applications: JSEA - Irvine, Calif: Scientific Research Publ, Bd. 11.2018, 4, S. 167-179
Generative vs. Discriminative recognition models for off-line arabic handwriting
Elzobi, Moftah; Al-Hamadi, Ayoub
In: Sensors - Basel: MDPI, Vol. 18.2018, 9, Art. 2786, insgesamt 23 S.
Head movements and postures as pain behavior
Werner, Philipp; Al-Hamadi, Ayoub; Limbrecht-Ecklundt, Kerstin; Walter, Steffen; Traue, Harald C.
In: PLOS ONE - San Francisco, California, US : PLOS - Vol. 13.2018, 2, Art. e0192767, insgesamt 17 S.
Artikel in Kongressband
Aktives Zeilenkamerasystem zur schnellen und präzisen Rekonstruktion dreidimensionaler Oberflächen in der Produktion
Lilienblum, Erik; Al-Hamadi, Ayoub
In: Sensoren und Messsysteme: Beiträge der 19. ITG/GMA-Fachtagung 26.-27. Juni 2018 in Nürnberg - Berlin: VDE Verlag GmbH, S. 479-482
2017
Buchbeitrag
Multi-modal information processing in companion-systems - a ticket purchase system
Siegert, Ingo; Schüssel, Felix; Schmidt, Miriam; Reuter, Stephan; Meudt, Sascha; Layher, Georg; Krell, Gerald; Hörnle, Thilo; Handrich, Sebastian; Al-Hamadi, Ayoub; Dietmayer, Klaus; Neumann, Heiko; Palm, Günther; Schwenker, Friedhelm; Wendemuth, Andreas
In: Companion technology - Cham : Springer ; Biundo-Stephan, Susanne *1955-* . - 2017, S. 493-500
Human bodypart classification using geodesic descriptors and random forests
Handrich, Sebastian; Al-Hamadi, Ayoub; Lilienblum, Erik; Liu, Zuofeng
In: IEEE Xplore digital library / Institute of Electrical and Electronics Engineers - New York, NY : IEEE . - 2017, S. 292-295
Low cost calibration of stereo line scan camera systems
Lilienblum, Erik; Handrich, Sebastian; Al-Hamadi, Ayoub
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 [Konferenz: 15. IAPR International Conference on Machine Vision Applications, MVA 2017, Nagoya, Japan, 8 - 12 May 2017]
Continuous low latency heart rate estimation from painful faces in real time
Rapczynski, Michal; Werner, Philipp; Al-Hamadi, Ayoub
In: 2016 23rd International Conference on Pattern Recognition (ICPR): Cancún Center, Cancún, México, December 4-8, 2016 - [Piscataway, NJ]: IEEE, S. 1165-1170, 2017[Copyright: 2016; Konferenz: 23rd International Conference on Pattern Recognition, ICPR, Cancún, México, December 4-8, 2016]
Facial action unit intensity estimation and feature relevance visualization with random regression forests
Werner, Philipp; Handrich, Sebastian; Al-Hamadi, Ayoub
In: ResearchGATE : scientific neetwork : the leading professional network for scientists - Cambridge, Mass : ResearchGATE Corp, S. 401-406, 2017 [Konferenz: Conference: International Conference on Affective Computing and Intelligent Interaction (ACII) 2017]
Non-intrusive gesture recognition in real companion environments
Handrich, Sebastian; Rashid, Omer; Al-Hamadi, Ayoub
In: Companion technology - Cham : Springer ; Biundo-Stephan, Susanne *1955-* . - 2017, S. 321-343
Automated analysis of head pose, facial expression and affect
Niese, Robert; Al-Hamadi, Ayoub; Neumann, Heiko
In: Companion technology - Cham : Springer ; Biundo-Stephan, Susanne *1955-* . - 2017, S. 365-386
Analysis of facial expressiveness during experimentally induced heat pain
Werner, Philipp; Al-Hamadi, Ayoub; Walter, Steffen
In: ResearchGATE : scientific neetwork : the leading professional network for scientists - Cambridge, Mass : ResearchGATE Corp, S. 176-180, 2017 [Konferenz: International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW 2017)]
Human bodypart classification using geodesic descriptors and random forests
Handrich, Sebastian; Al-Hamadi, Ayoub; Lilienblum, Erik; Liu, Zuofeng
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[Konferenz: 15. IAPR International Conference on Machine Vision Applications, MVA 2017, Nagoya, Japan, 8 - 12 May 2017]
Begutachteter Zeitschriftenartikel
Investigation of an augmented reality-based machine operator assistance-system
Saxen, Frerk; Köpsel, Anne; Adler, Simon; Mecke, Rüdiger; Al-Hamadi, Ayoub; Tümler, Johannes; Huckauf, Anke
In: Companion technology - Cham : Springer , 2017 ; Biundo-Stephan, Susanne *1955-*, S. 471-483
Assessment of iterative closest point registration accuracy for different phantom surfaces captured by an optical 3-D sensor in radiotherapy
Krell, Gerald; Nezhad, Nazila Saeid; Walke, Mathias; Hamadi, Ayoub; Gademann, Günther
In: Computational and mathematical methods in medicine - New York, NY [u.a.]: Hindawi, 2006, 2017, Art. 2938504, insgesamt 14 S.
Hand gesture recognition using optimized local Gabor features
Bakheet, Samy; Al-Hamadi, Ayoub
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
Bakheet, Samy; Al-Hamadi, Ayoub; Mofaddel, M. A.
In: British Journal of Applied Science & Technology: BJAST - London [u.a.]: Sciencedomain International, Vol. 20.2017,5, Article no. BJAST. 28318, insgesamt 11 Seiten
Artikel in Kongressband
Aktive 3D-Zeilensensorsysteme mit vergrößertem Höhenmessbereich
Al-Hamadi, Ayoub; Lilienblum, Erik
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]
2016
Buchbeitrag
Der Einfluss von Hautfarbensegmentierung auf die kontaktfreie Schätzung von Vitalparametern
Rapczynski, Michal; Saxen, Frerk; Werner, Philipp; Al-Hamadi, Ayoub
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]
A framework for joint facial expression recognition and point localization
Saeed, Anwar; Al-Hamadi, Ayoub
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
Saeed, Anwar; Al-Hamadi, Ayoub; Handrich, Sebastian
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]
Kontaktfreie kamerabasierte Messung der Herzrate in Echtzeit
Rapczynski, Michal; Werner, Philipp; Al-Hamadi, Ayoub
In: 3D SENSATION - transdisziplinäre Perspektiven: innteract conference - Chemnitz: Verlag aw&l Wissenschaft und Praxis, S. 137-147, 2016[Kongress: innteract conference 2016, Chemnitz, 23. - 24. Juni, 2016]
Multispektrale Vermessung der Haut zur Verbesserung kontaktloser Herzratenschätzung
Rapczynski, Michal; Zhang, Chen; Rosenberger, Maik; Al-Hamadi, Ayoub
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]
"Bio Vid Emo DB" - a multimodal database for emotion analyses validated by subjective ratings
Zhang, Lin; Walter, Steffen; Ma, Xueyao; Werner, Philipp; Al-Hamadi, Ayoub; Traue, Harald C.; Gruss, Sascha
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]
Begutachteter Zeitschriftenartikel
Mimische Aktivität differenzierter Schmerzintensitäten - Korrelation der Merkmale von Facial Action Coding System und Elektromyographie
Limbrecht-Ecklundt, K.; Werner, Philipp; Traue, H. C.; Al-Hamadi, Ayoub; Walter, S.
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
A multiresolution approach to model-based 3-D surface quality inspection
Enzberg, Sebastian; Hamadi, Ayoub
In: IEEE transactions on industrial informatics - New York, NY: IEEE, 2005, Bd. 12.2016, 4, S. 1498-1507
Automatic pain assessment with facial activity descriptors
Werner, Philipp; Al-Hamadi, Ayoub; Limbrecht-Ecklundt, Kerstin; Walter, Steffen; Gruss, Sascha; Traue, Harald
In: IEEE transactions on affective computing / Institute of Electrical and Electronics Engineers - New York, NY : IEEE . - 2016, insges. 14 S.
A discriminative framework for action recognition using f-HOL features
Bakheet, Samy; Al-Hamadi, Ayoub
In: Information - Basel: MDPI Publ, Bd. 7.2016, 4, S. 68
A hybrid cascade approach for human skin segmentation
Bakheet, Samy; Al-Hamadi, Ayoub
In: British Journal of Mathematics & Computer Science - London [u.a.]: Sciencedomain International, Bd. 17.2016, 6, insges. 14 S.
2015
Buchbeitrag
Bio-visual fusion for person-independent recognition of pain intensity
Kächele, Markus; Werner, Philipp; Al-Hamadi, Ayoub; Palm, Günther; Walter, Steffen; Schwenker, Friedhelm
In: Multiple Classifier Systems - Cham [u.a.] : Springer ; Schwenker, Friedhelm . - 2015, S. 220-230 - (Lecture notes in computer science; 9132)
Aktive 3D-Zeilensensorsysteme mit vergrößertem Höhenmessbereich
Lilienblum, Erik; Al-Hamadi, Ayoub
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]
Utilizing the bezier descriptors for hand gesture recognition
Rashid, Omer; Al-Hamadi, Ayoub
In: 2015 IEEE International Conference on Image Processing, ICIP 2015, September 27-30, 2015, Québec City, Canada - Piscataway, NJ: IEEE, insges. 5 S.
Quantitative analysis of surface reconstruction accuracy achievable with the TSDF representation
Werner, Diana; Werner, Philipp; Al-Hamadi, Ayoub
In: Computer Vision Systems - Cham [u.a.] : Springer ; Nalpantidis, Lazaros . - 2015, S. 167-176 - (Lecture notes in computer science; 9163)
Boosted human head pose estimation using kinect camera
Saeed, Anwar; Al-Hamadi, Ayoub
In: 2015 IEEE International Conference on Image Processing, ICIP 2015, September 27-30, 2015, Québec City, Canada - Piscataway, NJ: IEEE, insges. 5 S.
Full-body human pose estimation by combining geodesic distances and 3D-point cloud registration
Handrich, Sebastian; Al-Hamadi, Ayoub
In: Advanced Concepts for Intelligent Vision Systems - Cham : Springer . - 2015, S. 287-298 - (Lecture notes in computer science; 9386)
Optical sensor tracking and 3D-reconstruction of hydrogen-induced cracking
Freye, Christian; Bendicks, Christian; Lilienblum, Erik; Al-Hamadi, Ayoub
In: Advanced Concepts for Intelligent Vision Systems - Cham : Springer . - 2015, S. 521-529 - (Lecture notes in computer science; 9386)
Aktives Zeilensensorsystem zur kontinuierlichen 3D-Oberflächenrekonstruktion von Endlosmaterialien
Lilienblum, Erik; Al-Hamadi, Ayoub
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
Data fusion for automated pain recognition
Walter, Steffen; Gruss, Sascha; Kächele, Markus; Schwenker, Friedhelm; Werner, Philipp; Al-Hamadi, Ayoub; Andrade, Adriano; Moreira, Gustavo
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
Begutachteter Zeitschriftenartikel
A structured light approach for 3-D surface reconstruction with a stereo line-scan system
Lilienblum, Erik; Al-Hamadi, Ayoub
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
Saeed, Anwar; Al-Hamadi, Ayoub; Ghoneim, Ahmed
In: Sensors - Basel : MDPI, Bd. 15 (2015), Heft 9, S. 20945-20966
ASM based synthesis of handwritten arabic text pages
Dinges, Laslo; Hamadi, Ayoub; Elzobi, Moftah; El-etriby, Sherif; Ghoneim, Ahmed
In: The ScientificWorld journal - Boynton Beach, Fla., 2000, 2015, Article ID 323575, insgesamt 18 S.
Dissertation
Static and dynamic interpretations of hand specific body language cues for HCI
Ahmad, Omer Rashid; Al-Hamadi, Ayoub; Wendemuth, Andreas
In: Magdeburg, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Elektrotechnik und Informationstechnik 2015, xxviii, 142 Seiten [Literaturverzeichnis: Seite [125]-142][Literaturverzeichnis: Seite [125]-142]
Artikel in Kongressband
Regression-based head pose estimation in 2D images
Saeed, Anwar; Al-Hamadi, Ayoub; Niese, Robert
In: Proceedings of the 1st International Symposium on Companion-Technology (ISCT 2015): September 23rd - 25th, Ulm University, Germany, 2015; Biundo-Stephan, Susanne . - 2015, S. 161-166Kongress: International Symposium on Companion-Technology, ISCT 1 (Ulm : 2015.09.23-25)
2014
Buchbeitrag
Detection and tracking approach using an automotive radar to increase active pedestrian safety
Heuer, Michael; Al-Hamadi, Ayoub; Rain, Alexander; Meinecke, Marc-Michael
In: IEEE Intelligent Vehicles Symposium proceedings, 2014: 8 - 11 June 2014, Dearborn, Michigan, USA [postponed from] Ypsilanti MI, USA - Piscataway, NJ: IEEE, S. 890-893Kongress: IVS 25 (Dearborn, Mich. : 2014.06.08-11
A structured light approach for 3d surface reconstruction with a stereo line-scan system
Lilienblum, Erik; Al-Hamadi, Ayoub
In: 2014 IEEE International Instrumentation and Measurement Technology Conference (I2MTC 2014) ; 2 - Piscataway, NJ: IEEE, 2014 . - 2014, S. 1171-1176Kongress: I2MTC (Montevideo : 2014.05.12-15)
Multimodal automatic pain recognition via video signals and biopotentials
Walter, Steffen; Gruss, Sascha; Hazer, D.; Traue, Harald C.; Werner, Philipp; Al-Hamadi, Ayoub; Moreira da Silva, G.; Andrade, A. O.
In: Tecnologia, técnicas e tendências em engenharia biomédica - Bauru: Canal, S. 201-210, 2014
Superpixels for skin segmentation
Saxen, Frerk; Al-Hamadi, Ayoub
In: 20. Workshop Farbbildverarbeitung: 25. - 26. September 2014, Wuppertal ; [Tagungsband] - Ilmenau, S. 153-159Kongress: Workshop Farbbildverarbeitung 20 (Wuppertal : 2014.09.25-26)
Simultaneous multi-camera calibration based on phase-shift measurements on planar surfaces
Rapczynski, Michal; Lilienblum, Erik; Enzberg, Sebastian; Hamadi, Ayoub
In: 2014 IEEE International Instrumentation and Measurement Technology Conference (I2MTC 2014) ; 1 - Piscataway, NJ: IEEE, 2014 . - 2014, S. 175-180Kongress: I2MTC (Montevideo : 2014.05.12-15)
Pedestrain tracking with occlusion Using a 24 GHz automotive radar
Heuer, Michael; Al-Hamadi, Ayoub; Rain, Alexander; Meinecke, Marc-Michael; Rohling, Hermann
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. 73-76Kongress: IRS 15 (Gdańsk, Poland : 2014.06.16-18)
Multiple camera approach for SLAM based ultrasonic tank roof inspection
Freye, Christian; Bendicks, Christian; Lilienblum, Erik; Al-Hamadi, Ayoub
In: Image Analysis and Recognition / Campilho , Aurélio - Cham [u.a.] : Springer ; Campilho, Aurélio . - 2014, S. 453-460 - (Lecture Notes in Computer Science; 8814) Kongress: ICIAR 2014 11 Vilamoura, Portugal 2014.10.22-24
Gabor wavelet recognition approach for off-line handwritten arabic using explicit segmentation
Elzobi, Moftah; Al-Hamadi, Ayoub; Al Aghbari, Zaher; Dings, Laslo; Saeed, Anwar
In: Image Processing and Communications Challenges 5 / S. Choras , Ryszard - Heidelberg : Springer International Publishing ; S. Choras, Ryszard . - 2014, S. 245-254
Color-based skin segmentation - an evaluation of the state of the art
Saxen, Frerk; Al-Hamadi, Ayoub
In: 2014 IEEE International Conference on Image Processing, ICIP 2014, October 27-30, 2014, Paris, France - Piscataway, NJ: IEEE, S. 4467-4471Kongress: ICIP 2014 (Paris, France : 2014.10.27-30)[Beitrag auf CD-ROM]
Truncated signed distance function - experiments on voxel size
Werner, Diana; Al-Hamadi, Ayoub; Werner, Philipp
In: Image Analysis and Recognition / Campilho , Aurélio - Cham [u.a.] : Springer ; Campilho, Aurélio . - 2014, S. 357 - 364 - (Lecture notes in computer science; 8815) Kongress: ICIAR 2014 11 Vilamoura, Portugal 2014.10.22-24
Automatic pain recognition from video and biomedical signals
Werner, Philipp; Walter, Steffen; Al-Hamadi, Ayoub; Gruss, Sascha; Niese, Robert; Traue, Harald C.
In: 22nd International Conference on Pattern Recognition - Piscataway, NJ : IEEE . - 2014, S. 4582-4587
A defect recognition system for automated inspection of non-rigid surfaces
Enzberg, Sebastian; Hamadi, Ayoub
In: 22nd International Conference on Pattern Recognition: 24-28 August 2014, Stockholm, Sweden ; proceedings - Piscataway, NJ: IEEE, 2014 . - 2014, S. 1812-1816
Automatic heat rate estimation from painful faces
Werner, Philipp; Al-Hamadi, Ayoub; Walter, Steffen; Gruss, Sascha; Traue, Harald C.
In: 2014 IEEE International Conference on Image Processing, ICIP 2014, October 27-30, 2014, Paris, France - Piscataway, NJ: IEEE, S. 1947-1951Kongress: ICIP 2014 (Paris, France : 2014.10.27-30)[Beitrag auf CD-ROM]
Begutachteter Zeitschriftenartikel
Automatic pain quantification using autonomic parameters
Walter, Steffen; Gruss, Sascha; Limbrecht-Ecklundt, Kerstin; Traue, Harald C.; Werner, Philipp; Al-Hamadi, Ayoub; Diniz, Nicolai; Moreira da Silva, Gustavo; Andrade, Adriano O.
In: Psychology & neuroscience - Rio de Janeiro : Departamento de Psicologia, Bd. 7 (2014), Heft 3, S. 363-380
Application of neural networks' modeling on optimal analysis and evaluation of e-learning systems' performance (time response approach)
Abdul Hamid, Zedan M.; Al-Ghamdi, Saeed A.; Mustafa, Hassan M. H.; Al-Hamadi, Ayoub; Al-Bassiouni, Abdel Aziz M.
In: Elixir - [S.l.] : [s.n.], Bd. 70 (2014), S. 24063-24067
Image-based methods for interaction with head-worn worker-assistance systems
Saxen, Frerk; Rashid, Omar; Al-Hamadi, Ayoub; Adler, Simon; Kernchen, Alexa; Mecke, Rüdiger
In: Journal of Intelligent Learning Systems and Applications: JILSA - Irvine, Calif: Scientific Research Publ, Bd. 6.2014, 3, S. 141-152
Comparative learning applied to intensity rating of facial expressions of pain
Werner, Philipp; Al-Hamadi, Ayoub; Niese, Robert
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.
Frame-based facial expression recognition using geometrical features
Saeed, Anwar; Al-Hamadi, Ayoub; Niese, Robert; Elzobi, Moftah
In: Advances in human-computer interaction - New York, NY: Hindawi, 2014, Art. 408953, insgesamt 13 S.
Artikel in Kongressband
Active pedestrain safety and road surface estimation - an overview of the ARTRAC initiative
Häkli, Janne; Nummila, Kai; Meinecke, Marc-M.; Heuer, Michael; Al-Hamadi, Ayoub; Rohling, Herrmann; Sorowka, Peter
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)
Wireless communication techniques for half-automated evaluation of automotive active pedestrain safety systems
Heuer, Michael; Al-Hamadi, Ayoub; Meinecke, Marc-Michael; Schneider, Eugen; Rohling, Hermann; Sorowka, Peter
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)
Projection of the modified cuckoo search metaheuristic into the multiple pedestrain tracking problem
Ljouad, Tarik; Al-Hamadi, Ayoub; Amine, Aouatif; Rziza, Mohammed
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]
Nicht begutachteter Zeitschriftenartikel
Synthetic-based validation of segmentation of handwritten arabic words
Dinges, Laslo; Hamadi, Ayoub; Elzobi, Moftah; El-Etriby, Sherif
In: Manuscript cultures: mc - Hamburg: Univ., SFB 950, 2008 . - 2014, 7, S. 10-18
2013
Buchbeitrag
A multi-agent mobile robot system with enviroment perception and HMI capabilities
Tornow, Michael; Al-Hamadi, Ayoub; Borrmann, Vinzenz
In: 2013 IEEE International Conference on Signal & Image Processing Applications (ICSIPA 2013). - Piscataway, NJ : IEEE, insges. 6 S.
An observation model for high resolution radar data in the context of an automotive pedestrian safety system
Heuer, Michael; Al-Hamadi, Ayoub; Meinecke, M.-M.
In: 14th International Radar Symposium (IRS), 2013. - Piscataway, NJ : IEEE, S. 714-719Kongress: IRS; 14 (Dresden) : 2013.06.19-21
Upper-body pose estimation using geodesic distances and skin-color
Handrich, Sebastian; Al-Hamadi, Ayoub
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
Tracking of a handheld ultrasonic sensor for corrision control on pipe segment surfaces
Bendicks, Christian; Lilienblum, Erik; Freye, Christian; Al-Hamadi, Ayoub
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 coded 3d calibration method for line-scan cameras
Lilienblum, Erik; Hamadi, Ayoub; Michaelis, Bernd
In: Pattern Recognition / Weickert , Joachim - Berlin, Heidelberg : Springer ; Weickert, Joachim *1965-* . - 2013, S. 81-90 - (Lecture notes in computer science; 8142) Kongress: GCPR 35 Saarbrücken 2013.09.03-06
Automatic realtime user performance-driven avatar animation
Behrens, Stephanie; Al-Hamadi, Ayoub; Redweik, Eicke; Niese, Robert
In: IEEE SMC 2013. - Piscataway, NJ : IEEE, S. 2694-2699Kongress: SMC 2013; (Manchester, UK) : 2013.10.13-16
Gestic-based human machine interface for robot control
Tornow, Michael; Al-Hamadi, Ayoub; Borrmann, Vinzenz
In: IEEE SMC 2013. - Piscataway, NJ : IEEE, S. 2706-2711Kongress: SMC 2013; (Manchester, UK) : 2013.10.13-16
The effectiveness of using geometrical features for facial expression recognition
Saeed, Anwar; Al-Hamadi, Ayoub; Niese, Robert
In: Proceedings of the 2013 IEEE International Conference on Cybernetics (CYBCONF 2013). - IEEE, S. 122-127Kongress: CYBCONF; (Lausanne, Switzerland) : 2013.06.13-15
Using speaker group dependent modelling to improve fusion of fragmentary classifier decisions
Siegert, Ingo; Glodek, Michael; Panning, Axel; Krell, Gerald; Schwenker, Friedhelm; Al-Hamadi, Ayoub; Wendemuth, Andreas
In: Proceedings of the 2013 IEEE International Conference on Cybernetics (CYBCONF 2013) : Lausanne, Switzerland, 13-15 June, 2013. - IEEE, S. 132-137Kongress: CYBCONF; (Lausanne, Switzerland) : 2013.06.13-15
Automatic user-specific avatar parametrisation and emotion mapping
Behrens, Stephanie; Al-Hamadi, Ayoub; Niese, Robert; Redweik, Eicke
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)
A robust method for human pose estimation based on geodesic distance feature
Handrich, Sebastian; Al-Hamadi, Ayoub
In: IEEE SMC 2013. - Piscataway, NJ : IEEE, S. 906-911Kongress: SMC 2013; (Manchester, UK) : 2013.10.13-16
On optimality of teaching quality for a mathematical topic using Neural Networks (with a case study)
Al-Ghamdi, S. A.; Mustafa, H. M. H.; Al-Hamadi, Ayoub; Kortam, M. H.; Mal-Bassiouni, A.
In: IEEE Global Engineering Education Conference (EDUCON), 2013. - Piscataway, NJ : IEEE, S. 422-430Kongress: EDUCON; (Berlin) : 2013.03.13-15
The BioVid heat pain database
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
In: Proceedings of the 2013 IEEE International Conference on Cybernetics (CYBCONF 2013). - IEEE, S. 128-131Kongress: CYBCONF; (Lausanne, Switzerland) : 2013.06.13-15
An observation model for high resolution radar data in the context of an automotive pedestrian safety system
Heuer, Michael; Al-Hamadi, Ayoub; Meinecke, Marc-Michael
In: Proceedings // International Radar Symposium - IRS 2013 ; Vol. 1. - Göttingen : Cuvillier, insges. 6 S.Kongress: IRS; 14 (Dresden) : 2013.06.19-21
A new approach for hand augmentation based on patch modelling
Ahmad, Omer Rashid; Al-Hamadi, Ayoub
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
Accurate, fast and robust realtime face pose estimation using Kinect camera
Niese, Robert; Werner, Philipp; Al-Hamadi, Ayoub
In: IEEE SMC 2013. - Piscataway, NJ : IEEE, S. 487-490Kongress: SMC 2013; (Manchester, UK) : 2013.10.13-16
Begutachteter Zeitschriftenartikel
Simulation of improved academic achievement for a mathematical topic using neural networks modeling
Al-Ghamdi, Saeed A.; Mustafa, Hassan M. H.; Al-Bassiouni, Abdel Aziz M.; Al-Hamadi, Ayoub
In: World of computer science and information technology journal. - [S.l.], Bd. 3.2013, 4, S. 77-84
Toward real-world activity recognition - an SVM based system using fuzzy directional features
Sadek, Samy; Hamadi, Ayoub; Michaelis, Bernd
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
Affine-invariant feature extraction for activity recognition
Sadek, Samy; Hamadi, Ayoub; Krell, Gerald; Michaelis, Bernd
In: ISRN machine vision - New York, NY: International Scholarly Research Network, 2012, 2013, Article ID 215195, insgesamt 7 S.
On tutoring quality improvement of a mathematical topic using neural networks
Abdulhamid, Zedan M.; Mustafa, Hassan M. H.; Al-Hamadi, Ayoub
In: Elixir. - [S.l.], Bd. 57.2013, S. 14003-14008
Reversible data hiding by integer wavelet transform with lossless EZW bit-stream
Ahmad, Mostafa A.; Meligy, Aly M.; Hashim, Amal H.; Al-Hamadi, Ayoub
In: International journal of computer applications. - [S.l.] : Foundation of Computer Science, Bd. 66.2013, 2, S. 8-15
Performance and algorithmic analogy of behavioral learning phenomenon in neural network versus ant colony optimization systems
Mustafa, Hassan M. H.; Al-Hamadi, Ayoub; Al-Shenawy, Nada M.; Al-Ghamdi, Saeed A.; Al-Bassiouni, AbdelAziz M.
In: International journal of advanced research. - [S.l.], Bd. 1.2013, 6, S. 313-319
Dissertation
Implicit sequence learning in recurrent neural networks
Glüge, Stefan; Wendemuth, Andreas; Al-Hamadi, Ayoub
In: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik, Diss., 2013, VIII, 132 S.
Vision-based representation and recognition of human activities in image sequences
Bakheet, Samy Sadek Mohamed; Al-Hamadi, Ayoub
In: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik, Diss., 2013, XVIII, 197 S., graph. Darst.
Artikel in Kongressband
An approach for arabic handwriting synthesis based on active shape models
Dinges, Laslo; Hamadi, Ayoub; Elzobi, Moftah
In: 12th International Conference on Document Analysis and Recognition (ICDAR 2013): Washington, DC, August 25-28, 2013 - Piscataway, NJ: IEEE, 2013 . - 2013, S. 1292-1296Kongress: ICDAR 12 (Washington, DC : 2013.08.25-28)
Towards pain monitoring - facial expression, head pose, a new database, an automatic system and remaining challenges
Werner, Philipp; Al-Hamadi, Ayoub; Niese, Robert; Walter, Steffen; Gruss, Sascha; Traue, Harald C.
In: Proceedings of the British Machine Vision Conference 2013. - BMVA, insges. 13 S.
A Hidden Markov model-based approach with an adaptive threshold model for off-line arabic handwriting recognition
Elzobi, Moftah; Al-Hamadi, Ayoub; Dings, Laslo; Elmezain, Mahmoud; Saeed, Anwar
In: 12th International Conference on Document Analysis and Recognition (ICDAR 2013). - Piscataway, NJ : IEEE, S. 945-949Kongress: ICDAR; 12 (Washington, DC) : 2013.08.25-28
A locale group based line segmentation approach for non uniform skewed and curved arabic handwritings
Dinges, Laslo; Hamadi, Ayoub; Elzobi, Moftah
In: 12th International Conference on Document Analysis and Recognition (ICDAR 2013): Washington, DC, August 25-28, 2013 - Piscataway, NJ: IEEE, 2013 . - 2013, S. 803-806Kongress: ICDAR 12 (Washington, DC : 2013.08.25-28)
2012
Buchbeitrag
Recognizing gestural actions
Rashid, Omer; Al-Hamadi, Ayoub
In: 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2012). - Piscataway, NJ : IEEE, S. 2682-2686Kongress: SMC 2012; (Seoul, Korea) : 2012.10.14-17
An active shape model based approach for Arabic handwritten character recognition
Dinges, Laslo; Hamadi, Ayoub; Elzobi, Moftah
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)
Multimodal affect recognition in spontaneous HCI environment
Panning, Axel; Siegert, Ingo; Al-Hamadi, Ayoub; Wendemuth, Andreas; Rösner, Dietmar; Frommer, Jörg; Krell, Gerald; Michaelis, Bernd
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
Effective geometric features for human emotion recognition
Saeeb, Anwar; Al-Hamadi, Ayoub; Niese, Robert; Elzobi, Moftah
In: 2012 11th International Conference on Signal Processing, ICSP 2012. - Piscataway, NJ : IEEE, insges. 4 S.Kongress: ICSP; 11 (Beijing) : 2012.10.21-25
Arabic handwriting recognition using Gabor wavelet transform and SVM
Elzobi, Moftah; Al-Hamadi, Ayoub; Saeeb, Anwar; Dings, Laslo
In: 2012 11th International Conference on Signal Processing, ICSP 2012. - Piscataway, NJ : IEEE, insges. 4 S.Kongress: ICSP; 11 (Beijing) : 2012.10.21-25
An SVM approach activity recognition based on chord-length-function shape features
Sadek, Samy; Al-Hamadi, Ayoub; Michaelis, Bernd; Sayed, Usama
In: ICIP 2012. - Piscataway, NJ : IEEE, S. 765-768Kongress: ICIP 2012; (Orlando, Fla.) : 2012.09.30-10.03
Pain recognition and intensity rating based on comparative learning
Werner, Philipp; Al-Hamadi, Ayoub; Niese, Robert
In: ICIP 2012. - Piscataway, NJ : IEEE, S. 2313-2316Kongress: ICIP 2012; (Orlando, Fla.) : 2012.09.30-10.03
Fast computation of dense and reliable depth maps from stereo images
Tornow, Michael; Grasshoff, Michael; Nguyen-Thien, Nghia; Al-Hamadi, Ayoub; Michaelis, Bernd
In: Machine vision. - InTech, S. 47-72, 2012
Image-based gesture recognition for user interaction with mobile companion-based assistance systems
Saxen, Frerk; Rashid, Omer; Al-Hamadi, Ayoub; Adler, Simon; Kernchen, Alexa; Mecke, Rüdiger
In: Proceedings of the 2012 4th International Conference of Soft Computing and Pattern Recognition (SoCPaR). - Piscataway, NJ : IEEE, S. 200-203Kongress: SoCPaR; (Brunei) : 2012.12.10-13[Beitrag auf CD-ROM]
Facial feature point detection using simplified Gabor wavelets and confidence-based grouping
Panning, Axel; Al-Hamadi, Ayoub; Michaelis, Bernd
In: 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2012). - Piscataway, NJ : IEEE, S. 2687-2692Kongress: SMC 2012; (Seoul, Korea) : 2012.10.14-17
Neutral-independent geometric features for facil expression recognition
Saeed, Anwar; Al-Hamadi, Ayoub; Niese, Robert
In: Proceedings of the 2012 4th International Conference of Soft Computing and Pattern Recognition (SoCPaR). - Piscataway, NJ : IEEE, S. 79-83Kongress: SoCPaR; (Brunei) : 2012.12.10-13[Beitrag auf CD-ROM]
Flow modeling and skin-based gaussian pruning to recognize gestrural actions using HMM
Rashid, Omer; Al-Hamadi, Ayoub
In: ICPR 2012. - IEEE Computer Society, S. 3488-3491Kongress: ICPR; 21 (Tsukuba, Japan) : 2012.11.11-15
Human action recognition via affine moment invariants
Sadek, Samy; Al-Hamadi, Ayoub; Michaelis, Bernd; Sayed, Usama
In: ICPR 2012. - IEEE Computer Society, S. 218-221Kongress: ICPR; 21 (Tsukuba, Japan) : 2012.11.11-15
Multi hypotheses based object tracking in HCI environments
Handrich, Sebastian; Al-Hamadi, Ayoub
In: ICIP 2012. - Piscataway, NJ : IEEE, S. 1981-1984Kongress: ICIP 2012; (Orlando, Fla.) : 2012.09.30-10.03
Sharpness improvement of warped document images for top view book scanners
Battrawy, Ramy; Schnitzlein, Markus; Nowack, Dietmar; Krell, Gerald; Al-Hamadi, Ayoub
In: The 8th International Conference on Signal-Image Technology & Internet-Based Systems. - Piscataway, NJ : IEEE, S. 818-824, 2012Kongress: SITIS 2012; 8 (Sorrento, Italy) : 2012.11.25-29
LDCRFs-based hand gesture recognition
Elmezain, Mahmoud; Al-Hamadi, Ayoub
In: 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2012). - Piscataway, NJ : IEEE, S. 2670-2675Kongress: SMC 2012; (Seoul, Korea) : 2012.10.14-17
Begutachteter Zeitschriftenartikel
Multi-modal fusion framework with particle filter for speaker tracking
Saeed, Anwar; Al-Hamadi, Ayoub; Heuer, Michael
In: International journal of future generation communication and networking. - Taejŏn : SERSC, Bd. 5.2012, 4, S. 65-76
IESK-ArDB - a database for handwritten Arabic and an optimized topological segmentation approach
Elzobi, Moftan; Al-Hamadi, Ayoub; Al Aghbari, Zaher; Dings, Laslo
In: International journal on document analysis and recognition. - Berlin : Springer, insges. 14 S., 2012
Chord-length shape features for human activity recognition
Sadek, Samy; Al-Hamadi, Ayoub; Michaelis, Bernd; Sayed, Usama
In: ISRN machine vision. - New York, NY : International Scholarly Research Network, insges. 9 S., 2012
Facial expression recognition based on geometric and optical flow features in colour image sequences
Niese, Robert; Al-Hamadi, Ayoub; Farag, Ali; Neumann, Heiko; Michaelis, Bernd
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
Pathan, Saira Saleem; Rashid, Omer; Al-Hamadi, Ayoub; Michaelis, Bernd
In: International journal of computer science issues. - Mahebourg : SoftwareFirst, Bd. 9.2012, 4, S. 180-189
An integrated HCI framework for interpreting meaningful expressions
Rashid, Omer; Al-Hamadi, Ayoub
In: International journal of computer science issues. - Mahebourg : SoftwareFirst, Bd. 9.2012, 5, S. 411-421
Dissertation
Behavior understanding in non-crowded and crowded scenes
Pathan, Saira Saleem; Michaelis, Bernd; Hamadi, Ayoub al-
In: Magdeburg, Univ., Fak. für Elektrotechnik und Informationstechnik, Diss., 2012, XXIV, 176 S.
Originalartikel in begutachteter internationaler Zeitschrift
Interpretation of meaningful expressions by integrating gesture and posture modalities
Rashid, Omer; Al-Hamadi, Ayoub; Dietmayer, Klaus
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
Sadek, Samy; Al-Hamadi, Ayoub; Michaelis, Bernd; Sayed, Usama
In: International journal of computer information systems and industrial management applications. - Auburn, Wash : MIR Labs, Bd. 4.2012, S. 334-340
Stereo-camera-based urban environment perception using occupancy grid and object tracking
Nguyan, Thien-Nghia; Michaelis, Bernd; Al-Hamadi, Ayoub; Tornow, Michael; Meinecke, Marc-Michael
In: IEEE transactions on intelligent transportation systems. - New York, NY : Inst. of Electrical and Electronics Engineers, Bd. 13.2012, 1, S. 154-165
Originalartikel in begutachteter zeitschriftenartiger Reihe
A new multi-camera based facial expression analysis concept
Niese, Robert; Al-Hamadi, Ayoub; Michaelis, Bernd
In: Image Analysis and Recognition ; Pt. II. - Berlin [u.a.] : Springer, S. 64-71, 2012 - (Lecture notes in computer science; 7325)Kongress: ICIAR; 9 (Aveiro, Portugal) : 2012.06.25-27
Speaker tracking using multi-modal fusion framework
Saeed, Anwar; Al-Hamadi, Ayoub; Heuer, Michael
In: Image and signal processing. - Heidelberg [u.a.] : Springer, S. 539-546, 2012 - (Lecture notes in computer science; 7340)Kongress: ICISP; 5 (Agadir) : 2012.06.28-30
Improving of gesture recognition using multi-hypotheses object association
Handrich, Sebastian; Al-Hamadi, Ayoub; Rashid, Omer
In: Image and signal processing. - Heidelberg [u.a.] : Springer, S. 298-306, 2012 - (Lecture notes in computer science; 7340)Kongress: ICISP; 5 (Agadir) : 2012.06.28-30
2011
Buchbeitrag
Machine vision based recognition of emotions using the circumplex model of affect
Niese, Robert; Hamadi, Ayoub; Heuer, Michael; Michaelis, Bernd; Matuszewski, Bogdan
In: 2011 International Conference on Multimedia Technology ; Vol. 7 - Piscataway, NJ: IEEE, 2011; Vol. 7 . - 2011, S. 6424-6427Kongress: ICMT (Hangzhou, China : 2011.07.26-28)
Human activity recognition via temporal moment invariants
Sadek, Samy; Hamadi, Ayoub; Elmezian, Mahmoud; Michaelis, Bernd; Sayed, Usama
In: IEEE International Symposium on Signal Processing and Information Technology - Piscataway, NJ: IEEE, 2011 . - 2011, S. 79-84Kongress: ISSPIT 10 (Luxor, Egypt : 2010.12.15-18)[Beitrag auf CD-ROM]
Multi-modal fusion with particle filter for speaker localization and tracking
Heuer, Michael; Hamadi, Ayoub; Michaelis, Bernd; Wendemuth, Andreas
In: 2011 International Conference on Multimedia Technology ; Vol. 7 - Piscataway, NJ: IEEE, 2011; Vol. 7 . - 2011, S. 6450-6453Kongress: ICMT (Hangzhou, China : 2011.07.26-28)
Robust methods for hand gesture spotting and recognition using Hidden Markov models and conditional random fields
Elmezian, Mahmoud; Hamadi, Ayoub; Sadek, Samy; Michaelis, Bernd
In: IEEE International Symposium on Signal Processing and Information Technology - Piscataway, NJ: IEEE, 2011 . - 2011, S. 131-136Kongress: ISSPIT 10 (Luxor, Egypt : 2010.12.15-18)[Beitrag auf CD-ROM]
Originalartikel in begutachteter internationaler Zeitschrift
An action recognition scheme using fuzzy log-polar histogram and temporal self-similarity
Sadek, Samy; Hamadi, Ayoub; Michaelis, Bernd; Sayed, Usama
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
Sadek, Samy; Al-Hamadi, Ayoub; Michaelis, Bernd; Sayed, Usama
In: Journal of software engineering and applications. - Irvine, Calif : Scientific Research Publ, Bd. 4.2011, 12, S. 682-687
Efficient KNN search by linear projection of image clusters
Al Aghbari, Zaher; Hamadi, Ayoub
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
Dinges, Laslo; Hamadi, Ayoub; Elzobi, Moftah; Al Aghbari, Zaher; Mustafa, Hassan
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
Mustafa, Hassan M.; Al-Somani, Turki F.; Hamadi, Ayoub
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
Originalartikel in begutachteter zeitschriftenartiger Reihe
Hand-face-touch measure - a cue for human behavior analysis
Saeed, Anwar; Niese, Robert; Al-Hamadi, Ayoub; Panning, Axel
In: 2011 IEEE International Conference on Intelligent Computing and Intelligent Systems (ICIS). - Piscataway, NJ : IEEE, S. 605-609
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