Body gesture analysis
Active areas of research include tackling the problem of human body action detection in unconstrained scenery including moving camera, cluttered and/or dynamic background, and using the developed methodologies in various application domains including sport therapy, pain therapy, social signals detection, etc.
Subtopics:
Involved group members
Aaron C. Elkins, Konstantinos Bousmalis, Maja Pantic, Antonis Oikonomopoulos, Irene Kotsia
Related Publications
Spatiotemporal Localization and Categorization of Human Actions in Unsegmented Image Sequences
A. Oikonomopoulos, I. Patras, M. Pantic. IEEE Transactions on Image Processing. 20(4): pp. 1126 - 1140, April 2011.
author = {A. Oikonomopoulos and I. Patras and M. Pantic},
pages = {1126--1140},
journal = {IEEE Transactions on Image Processing},
month = {April},
number = {4},
title = {Spatiotemporal Localization and Categorization of Human Actions in Unsegmented Image Sequences},
volume = {20},
year = {2011},
}
%T Spatiotemporal Localization and Categorization of Human Actions in Unsegmented Image Sequences
%A Oikonomopoulos, A.
%A Patras, I.
%A Pantic, M.
%J IEEE Transactions on Image Processing
%D 2011
%8 April
%V 20
%N 4
%F Oikonomopoulos10
%P 1126-1140
Discriminative Space-time Voting for Joint Recognition and Localization of Actions
A. Oikonomopoulos, I. Patras, M. Pantic. Proceedings ACM Int'l Workshop on Social Signal Processing (SSPW'10), Firenze, Italy. October 2010.
author = {A. Oikonomopoulos and I. Patras and M. Pantic},
booktitle = {Proceedings ACM Int'l Workshop on Social Signal Processing (SSPW'10), Firenze, Italy},
month = {October},
title = {Discriminative Space-time Voting for Joint Recognition and Localization of Actions},
year = {2010},
}
%T Discriminative Space-time Voting for Joint Recognition and Localization of Actions
%A Oikonomopoulos, A.
%A Patras, I.
%A Pantic, M.
%B Proceedings ACM Int?l Workshop on Social Signal Processing (SSPW?10), Firenze, Italy
%D 2010
%8 October
%F Oikonomopoulos2010dsvfj
Sparse B-spline polynomial descriptors for human activity recognition
A. Oikonomopoulos, M. Pantic, I. Patras. Image and Vision Computing Journal. 27(12): pp. 1814 - 1825, 2009.
author = {A. Oikonomopoulos and M. Pantic and I. Patras},
pages = {1814--1825},
journal = {Image and Vision Computing Journal},
number = {12},
title = {Sparse B-spline polynomial descriptors for human activity recognition},
volume = {27},
year = {2009},
}
%T Sparse B-spline polynomial descriptors for human activity recognition
%A Oikonomopoulos, A.
%A Pantic, M.
%A Patras, I.
%J Image and Vision Computing Journal
%D 2009
%V 27
%N 12
%F Oikonomopoulos2009sbpdf
%P 1814-1825
Sparse B-spline polynomial descriptors for human activity recognition
A. Oikonomopoulos, M. Pantic, I. Patras. Image and Vision Computing Journal. 27(12): pp. 1814 - 1825, 2009.
author = {A. Oikonomopoulos and M. Pantic and I. Patras},
pages = {1814--1825},
journal = {Image and Vision Computing Journal},
number = {12},
title = {Sparse B-spline polynomial descriptors for human activity recognition},
volume = {27},
year = {2009},
}
%T Sparse B-spline polynomial descriptors for human activity recognition
%A Oikonomopoulos, A.
%A Pantic, M.
%A Patras, I.
%J Image and Vision Computing Journal
%D 2009
%V 27
%N 12
%F Oikonomopoulos2009sbpdf
%P 1814-1825
An implicit spatiotemporal shape model for human activity localisation and recognition
A. Oikonomopoulos, I. Patras, M. Pantic. Proceedings of IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR-W'09). Miami, Florida, USA, 3: pp. 27 - 33, June 2009.
author = {A. Oikonomopoulos and I. Patras and M. Pantic},
pages = {27--33},
address = {Miami, Florida, USA},
booktitle = {Proceedings of IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR-W'09)},
month = {June},
title = {An implicit spatiotemporal shape model for human activity localisation and recognition},
volume = {3},
year = {2009},
}
%T An implicit spatiotemporal shape model for human activity localisation and recognition
%A Oikonomopoulos, A.
%A Patras, I.
%A Pantic, M.
%B Proceedings of IEEE Int?l Conf. Computer Vision and Pattern Recognition (CVPR-W?09)
%D 2009
%8 June
%V 3
%C Miami, Florida, USA
%F Oikonomopoulos2009aissm
%P 27-33
Human Gesture Recognition using Sparse B-spline Polynomial Representations
A. Oikonomopoulos, M. Pantic, I. Patras. Proceedings of Belgium-Netherlands Conf. Artificial Intelligence (BNAIC'08). Boekelo, the Netherlands, pp. 193 - 200, October 2008.
author = {A. Oikonomopoulos and M. Pantic and I. Patras},
pages = {193--200},
address = {Boekelo, the Netherlands},
booktitle = {Proceedings of Belgium-Netherlands Conf. Artificial Intelligence (BNAIC'08)},
month = {October},
title = {Human Gesture Recognition using Sparse B-spline Polynomial Representations},
year = {2008},
}
%T Human Gesture Recognition using Sparse B-spline Polynomial Representations
%A Oikonomopoulos, A.
%A Pantic, M.
%A Patras, I.
%B Proceedings of Belgium-Netherlands Conf. Artificial Intelligence (BNAIC?08)
%D 2008
%8 October
%C Boekelo, the Netherlands
%F Oikonomopoulos2008hgrus
%P 193-200
B-spline polynomial descriptors for human activity recognition
A. Oikonomopoulos, M. Pantic, I. Patras. Proceedings of IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR-W'08). Anchorage, Alaska, USA, 3: pp. 1 - 6, June 2008.
author = {A. Oikonomopoulos and M. Pantic and I. Patras},
pages = {1--6},
address = {Anchorage, Alaska, USA},
booktitle = {Proceedings of IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR-W'08)},
month = {June},
title = {B-spline polynomial descriptors for human activity recognition},
volume = {3},
year = {2008},
}
%T B-spline polynomial descriptors for human activity recognition
%A Oikonomopoulos, A.
%A Pantic, M.
%A Patras, I.
%B Proceedings of IEEE Int?l Conf. Computer Vision and Pattern Recognition (CVPR-W?08)
%D 2008
%8 June
%V 3
%C Anchorage, Alaska, USA
%F Oikonomopoulos2008bpdfh
%P 1-6
Trajectory-based Representation of Human Actions
A. Oikonomopoulos, I. Patras, M. Pantic, N. Paragios. editors: T. Huang, A. Nijholt, M. Pantic, A. Pentland. Lecture Notes in Artificial Intelligence, Special Volume on Artificial Intelligence for Human Computing. vol. 4451, pp. 133 - 154, 2007.
author = {A. Oikonomopoulos and I. Patras and M. Pantic and N. Paragios},
pages = {133--154},
booktitle = {Lecture Notes in Artificial Intelligence, Special Volume on Artificial Intelligence for Human Computing},
editor = {T. Huang and A. Nijholt and A. Pentland and M. Pantic},
title = {Trajectory-based Representation of Human Actions},
volume = {4451},
year = {2007},
}
%A Oikonomopoulos, A.
%A Patras, I.
%A Pantic, M.
%A Paragios, N.
%E Huang, T.
%E Nijholt, A.
%E Pentland, A.
%E Pantic, M.
%B Lecture Notes in Artificial Intelligence, Special Volume on Artificial Intelligence for Human Computing
%D 2007
%V 4451
%F Oikonomopoulos2007troha
%P 133-154
Human Body Gesture Recognition using Adapted Auxiliary Particle Filtering
A. Oikonomopoulos, M. Pantic. Proceedings of IEEE Int'l Conf. Advanced Video and Signal based Surveillance (AVSS'07). London, UK, pp. 441 - 446, September 2007.
author = {A. Oikonomopoulos and M. Pantic},
pages = {441--446},
address = {London, UK},
booktitle = {Proceedings of IEEE Int'l Conf. Advanced Video and Signal based Surveillance (AVSS'07)},
month = {September},
title = {Human Body Gesture Recognition using Adapted Auxiliary Particle Filtering},
year = {2007},
}
%T Human Body Gesture Recognition using Adapted Auxiliary Particle Filtering
%A Oikonomopoulos, A.
%A Pantic, M.
%B Proceedings of IEEE Int?l Conf. Advanced Video and Signal based Surveillance (AVSS?07)
%D 2007
%8 September
%C London, UK
%F Oikonomopoulos2007hbgru
%P 441-446
Spatiotemporal salient points for visual recognition of human actions
A. Oikonomopoulos, I. Patras, M. Pantic. IEEE Transactions on Systems, Man and Cybernetics - Part B. 36(3): pp. 710 - 719, 2006.
author = {A. Oikonomopoulos and I. Patras and M. Pantic},
pages = {710--719},
journal = {IEEE Transactions on Systems, Man and Cybernetics - Part B},
number = {3},
title = {Spatiotemporal salient points for visual recognition of human actions},
volume = {36},
year = {2006},
}
%T Spatiotemporal salient points for visual recognition of human actions
%A Oikonomopoulos, A.
%A Patras, I.
%A Pantic, M.
%J IEEE Transactions on Systems, Man and Cybernetics - Part B
%D 2006
%V 36
%N 3
%F Oikonomopoulos2006harws
%P 710-719
Kernel-based recognition of human actions using spatiotemporal salient points
A. Oikonomopoulos, I. Patras, M. Pantic. Proceedings of IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR'06). New York, USA, 3: pp. 151, June 2006.
author = {A. Oikonomopoulos and I. Patras and M. Pantic},
pages = {151},
address = {New York, USA},
booktitle = {Proceedings of IEEE Int'l Conf. Computer Vision and Pattern Recognition (CVPR'06)},
month = {June},
title = {Kernel-based recognition of human actions using spatiotemporal salient points},
volume = {3},
year = {2006},
}
%T Kernel-based recognition of human actions using spatiotemporal salient points
%A Oikonomopoulos, A.
%A Patras, I.
%A Pantic, M.
%B Proceedings of IEEE Int?l Conf. Computer Vision and Pattern Recognition (CVPR?06)
%D 2006
%8 June
%V 3
%C New York, USA
%F Oikonomopoulos2006kroha
%P 151
Spatiotemporal saliency for human action recognition
A. Oikonomopoulos, I. Patras, M. Pantic. Proceedings of IEEE Int'l Conf. Multimedia and Expo (ICME'05). Amsterdam, The Netherlands, pp. 430 - 433, July 2005.
author = {A. Oikonomopoulos and I. Patras and M. Pantic},
pages = {430--433},
address = {Amsterdam, The Netherlands},
booktitle = {Proceedings of IEEE Int'l Conf. Multimedia and Expo (ICME'05)},
month = {July},
title = {Spatiotemporal saliency for human action recognition},
year = {2005},
}
%T Spatiotemporal saliency for human action recognition
%A Oikonomopoulos, A.
%A Patras, I.
%A Pantic, M.
%B Proceedings of IEEE Int?l Conf. Multimedia and Expo (ICME?05)
%D 2005
%8 July
%C Amsterdam, The Netherlands
%F Oikonomopoulos2005ssfha
%P 430-433