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Publications of Olivier Barnich
Thesis
  1. Olivier Barnich. Motion detection and human recognition in video sequences. PhD thesis, University of Liège, Belgium, September 2010. Keyword(s): Segmentation, Tracking, Background subtraction, Gait recognition. [bibtex-entry]


Articles in journal or book chapters
  1. Marc Van Droogenbroeck and Olivier Barnich. ViBe: A Disruptive Method for Background Subtraction. In T. Bouwmans, F. Porikli, B. Hoferlin, and A. Vacavant, editors, Background Modeling and Foreground Detection for Video Surveillance, chapter 7, pages 7.1-7.23. Chapman and Hall/CRC, July 2014. Keyword(s): Background subtraction, ViBe, Book. [bibtex-entry]


  2. Olivier Barnich and Marc Van Droogenbroeck. ViBe: A universal background subtraction algorithm for video sequences. IEEE Transactions on Image Processing, 20(6):1709-1724, June 2011. Keyword(s): ViBe, Background, Background subtraction, Segmentation, Motion, Motion detection, Software, Source code. [bibtex-entry]


  3. Alexandre Borghgraef, Olivier Barnich, Fabian Lapierre, Marc Van Droogenbroeck, Wilfried Philips, and Marc Acheroy. An evaluation of pixel-based methods for the detection of floating objects on the sea surface. EURASIP Journal on Advances in Signal Processing, 2010:11 pages, 2010. Keyword(s): Sea, Object detection, Motion detection, Background subtraction, Background, ViBe. [bibtex-entry]


  4. Olivier Barnich and Marc Van Droogenbroeck. Frontal-view gait recognition by intra- and inter-frame rectangle size distribution. Pattern Recognition Letters, 30(10):893-901, July 2009. Keyword(s): Video, Gait recognition, Morphology. [bibtex-entry]


  5. Olivier Barnich, Sébastien Jodogne, and Marc Van Droogenbroeck. Robust analysis of silhouettes by morphological size distributions, volume 4179 of Lecture Notes on Computer Science, pages 734-745. Springer Verlag, 2006. Keyword(s): Detection, Classification, Silhouette, Shape, Tracking, Human. [bibtex-entry]


  6. Marc Van Droogenbroeck and Olivier Barnich. Design of Statistical Measures for the Assessment of Image Segmentation Schemes, volume 3691 of Lecture Notes in Computer Science, pages 280-287. Springer Verlag, Paris, September 2005. Keyword(s): Segmentation, Benchmarking. [bibtex-entry]


Conference articles
  1. Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, and et al.. SoccerNet 2022 Challenges Results. In International ACM Workshop on Multimedia Content Analysis in Sports (MMSports), Lisboa, Portugal, pages 75-86, October 2022. ACM. Keyword(s): Challenge, SoccerNet, Human Tracking, Player Tracking, Soccer, Football, Deep learning, Machine learning, Artificial intelligence, ARIAC. [bibtex-entry]


  2. Anthony Cioppa, Adrien Deliège, Floriane Magera, Silvio Giancola, Olivier Barnich, Bernard Ghanem, and Marc Van Droogenbroeck. Camera Calibration and Player Localization in SoccerNet-v2 and Investigation of their Representations for Action Spotting. In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports, Nashville, Tennessee, USA, pages 4537-4546, June 2021. Keyword(s): Calibration, SoccerNet, Dataset, Training data, Soccer, Football, Classification, Annotation, Neural network, Deep learning, Machine learning, Artificial intelligence, DeepSport. [bibtex-entry]


  3. Olivier Barnich, Sébastien Piérard, and Marc Van Droogenbroeck. A virtual curtain for the detection of humans and access control. In Advanced Concepts for Intelligent Vision Systems (ACIVS 2010), Part II, Sydney, Australia, pages 98-109, December 2010. Keyword(s): Detection, Human, Access control, Curtain, Silhouette, Laser, Sensor, Machine learning, Training, Door. [bibtex-entry]


  4. Sébastien Piérard, Vincent Pierlot, Olivier Barnich, Marc Van Droogenbroeck, and jacques Verly. A platform for the fast interpretation of movements and localization of users in 3D applications driven by a range camera. In 3DTV Conference, Tampere, Finland, June 2010. Keyword(s): 3D, Localization, Laser, Camera. [bibtex-entry]


  5. Olivier Barnich and Marc Van Droogenbroeck. Design of a morphological moving object signature and application to human identification. In International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009), pages 853-856, April 2009. Keyword(s): Video, Gait recognition, Mathematical morphology, Background subtraction. [bibtex-entry]


  6. Olivier Barnich and Marc Van Droogenbroeck. ViBe: a powerful random technique to estimate the background in video sequences. In International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009), pages 945-948, April 2009. Note: PDF available on the University site or at the IEEE. Keyword(s): ViBe, Video, Background subtraction, Background modelling, Motion detection. [bibtex-entry]


  7. J. Leens, Sébastien Piérard, Olivier Barnich, Marc Van Droogenbroeck, and Jean-Marc Wagner. Combining Color, Depth, and Motion for Video Segmentation. In Computer Vision Systems, volume 5815 of Lecture Notes in Computer Science, pages 104-113, 2009. Springer. Keyword(s): Range, 3D, Distance, ToF camera, Motion, Segmentation. [bibtex-entry]


Miscellaneous
  1. Marc Van Droogenbroeck and Olivier Barnich. Visual Background Extractor. United States Patent and Trademark Office, US 8,009,918 B2, 18 pages, August 2011. Keyword(s): ViBe, Background, Background subtraction, Video analysis, Segmentation, Motion detection, Patent. [bibtex-entry]


  2. Marc Van Droogenbroeck and Olivier Barnich. Visual background extractor. Japan Patent Office, JP 2011 4699564 B2, June 2011. Keyword(s): ViBe, Background, Background subtraction, Video analysis, Segmentation, Motion detection, Patent. [bibtex-entry]


  3. Marc Van Droogenbroeck and Olivier Barnich. Visual background extractor. European Patent Office, EP 2 015 252 B1, 36 pages, 2010. Keyword(s): ViBe, Background, Background subtraction, Video analysis, Segmentation, Motion detection, Patent. [bibtex-entry]


  4. Olivier Barnich and Marc Van Droogenbroeck. Classification of scenarios for persons crossing a door frame based on the joint measurements of two radial distance sensors. Final report of a research project, 42 pages, October 2009. Keyword(s): Laser, Range, Classification, Virtual curtain. [bibtex-entry]


  5. Marc Van Droogenbroeck and Olivier Barnich. Visual background extractor. World Intellectual Property Organization, WO 2009/007198, 47 pages, January 2009. Keyword(s): ViBe, Background, Background subtraction, Video analysis, Segmentation, Motion detection, Video-surveillance. [bibtex-entry]


  6. Olivier Barnich. Détection de personnes et de visages dans une séquence vidéo. Master's thesis, University of Liège, Belgium, 2004. Keyword(s): Segmentation, Tracking. [bibtex-entry]



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Last modified: Thu Dec 1 17:02:14 2022