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:

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.

Bibtex reference [hide]
@article{Oikonomopoulos10,
    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},
}
Endnote reference [hide]
%0 Journal Article
%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.

Bibtex reference [hide]
@inproceedings{Oikonomopoulos2010dsvfj,
    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},
}
Endnote reference [hide]
%0 Conference Proceedings
%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.

Bibtex reference [hide]
@article{Oikonomopoulos2009sbpdf,
    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},
}
Endnote reference [hide]
%0 Journal Article
%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.

Bibtex reference [hide]
@article{Oikonomopoulos2009sbpdf,
    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},
}
Endnote reference [hide]
%0 Journal Article
%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.

Bibtex reference [hide]
@inproceedings{Oikonomopoulos2009aissm,
    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},
}
Endnote reference [hide]
%0 Conference Proceedings
%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.

Bibtex reference [hide]
@inproceedings{Oikonomopoulos2008hgrus,
    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},
}
Endnote reference [hide]
%0 Conference Proceedings
%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.

Bibtex reference [hide]
@inproceedings{Oikonomopoulos2008bpdfh,
    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},
}
Endnote reference [hide]
%0 Conference Proceedings
%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, A. Pentland, M. Pantic. Lecture Notes in Artificial Intelligence, Special Volume on Artificial Intelligence for Human Computing. vol. 4451, pp. 133 - 154, 2007.

Bibtex reference [hide]
@inbook{Oikonomopoulos2007troha,
    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},
}
Endnote reference [hide]
%0 Book Section
%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.

Bibtex reference [hide]
@inproceedings{Oikonomopoulos2007hbgru,
    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},
}
Endnote reference [hide]
%0 Conference Proceedings
%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.

Bibtex reference [hide]
@article{Oikonomopoulos2006harws,
    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},
}
Endnote reference [hide]
%0 Journal Article
%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.

Bibtex reference [hide]
@inproceedings{Oikonomopoulos2006kroha,
    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},
}
Endnote reference [hide]
%0 Conference Proceedings
%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.

Bibtex reference [hide]
@inproceedings{Oikonomopoulos2005ssfha,
    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},
}
Endnote reference [hide]
%0 Conference Proceedings
%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