R. Achanta, A. Shaji, K. Smith, A. Lucchi, P. Fua et al., SLIC Superpixels Compared to State-of-the-Art Superpixel Methods, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.34, issue.11, pp.2274-2282, 2012.
DOI : 10.1109/TPAMI.2012.120

. Boss, Boss europeen project (on board wireless secured video surveillance), 2009.

Y. Boykov and M. Jolly, Interactive graph cuts for optimal boundary & region segmentation of objects in N-D images, Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001, pp.105-112, 2001.
DOI : 10.1109/ICCV.2001.937505

Y. Boykov and V. Kolmogorov, An experimental comparison of min-cut/max- flow algorithms for energy minimization in vision, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.26, issue.9, pp.1124-1137, 2004.
DOI : 10.1109/TPAMI.2004.60

P. Buyssens, I. Gardin, S. Ruan, and A. Elmoataz, Eikonal-based region growing for efficient clustering, Image and Vision Computing, vol.32, issue.12, pp.1045-1054, 2014.
DOI : 10.1016/j.imavis.2014.10.002

URL : https://hal.archives-ouvertes.fr/hal-01134406

M. Cheng, N. J. Mitra, X. Huang, P. H. Torr, and S. Hu, Global Contrast Based Salient Region Detection, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.37, issue.3, pp.569-582, 2015.
DOI : 10.1109/TPAMI.2014.2345401

URL : http://cg.cs.tsinghua.edu.cn/papers/PAMI-2014-Saliency.pdf

. Figmigniot, People silhouette extraction results on the INRIA dataset (Dalal and Triggs, 2005b) (line 1 : 6 images with 128x64 resolution + 6 images with 160x96 resolution; line 2: the people extraction results obtained with the state-of-the-art scheme of, 2011.

C. Coniglio, C. Meurie, O. Lézoray, and M. Berbineau, A genetically optimized graph-based people extraction method for embedded transportation systems real conditions, 17th International IEEE Conference on Intelligent Transportation Systems (ITSC), pp.1589-1595, 2014.
DOI : 10.1109/ITSC.2014.6957920

URL : https://hal.archives-ouvertes.fr/hal-01080271

C. Coniglio, C. Meurie, O. Lézoray, and M. Berbineau, A Graph Based People Silhouette Segmentation Using Combined Probabilities Extracted from Appearance, Shape Template Prior, and Color Distributions, pp.299-310, 2015.
DOI : 10.1007/978-3-319-25903-1_26

URL : https://hal.archives-ouvertes.fr/hal-01252859

N. Dalal and B. Triggs, Histograms of Oriented Gradients for Human Detection, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), pp.886-893, 2005.
DOI : 10.1109/CVPR.2005.177

URL : https://hal.archives-ouvertes.fr/inria-00548512

N. Dalal and B. Triggs, INRIA person dataset, 2005.

S. Gong, M. Cristanio, S. Yan, and C. Loy, Person re-identification, 2014.
DOI : 10.1007/978-0-85729-670-2_14

M. A. Hearst, S. T. Dumais, E. Osman, J. Platt, and B. Scholkopf, Support vector machines, IEEE Intelligent Systems and their Applications, vol.13, issue.4, pp.18-28, 1998.
DOI : 10.1109/5254.708428

M. Hirzer, C. Beleznai, P. M. Roth, and H. Bischof, Person reidentification by descriptive and discriminative classification, in: Image Analysis, pp.91-102, 2011.

N. Jojic, A. Perina, M. Cristani, V. Murino, and B. Frey, Stel component analysis: Modeling spatial correlations in image class structure, 2009 IEEE Conference on Computer Vision and Pattern Recognition, pp.2044-2051, 2009.
DOI : 10.1109/CVPR.2009.5206581

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=

T. Kanungo, D. Mount, N. Netanyahu, C. Piatko, R. Silverman et al., An efficient k-means clustering algorithm: analysis and implementation, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.24, issue.7, pp.881-892, 2002.
DOI : 10.1109/TPAMI.2002.1017616

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=

A. Krizhevsky, I. Sutskever, and G. Hinton, ImageNet classification with deep convolutional neural networks, Communications of the ACM, vol.60, issue.6, pp.1097-1105, 2012.
DOI : 10.1162/neco.2009.10-08-881

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=

O. Lézoray and L. Grady, Image Processing and Analysis with Graphs: Theory and Practice. Digital Imaging and Computer Vision, 2012.

Z. Lin and L. S. Davis, Shape-based human detection and segmentation via hierarchical part-template matching, IEEE T PATTERN ANAL, pp.604-618, 2010.

C. Migniot, P. Bertolino, and J. M. Chassery, Contour segment analysis for human silhouette pre-segmentation, pp.74-80, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00451028

C. Migniot, P. Bertolino, and J. M. Chassery, Iterative human segmentation from detection windows using contour segment analysis, pp.405-412, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00798468

C. Migniot, P. Bertolino, and J. Chassery, Automatic people segmentation with a template-driven graph cut, 2011 18th IEEE International Conference on Image Processing, pp.3149-3152, 2011.
DOI : 10.1109/ICIP.2011.6116335

URL : https://hal.archives-ouvertes.fr/hal-00588467

A. Mohan, C. Papageorgiou, and T. Poggio, Example-based object detection in images by components, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.23, issue.4, pp.349-361, 2001.
DOI : 10.1109/34.917571

J. Redmon and A. Angelova, Real-time grasp detection using convolutional neural networks, 2015 IEEE International Conference on Robotics and Automation (ICRA), pp.1316-1322, 2015.
DOI : 10.1109/ICRA.2015.7139361

URL : http://arxiv.org/abs/1412.3128

M. Siala, N. Khlifa, F. Bremond, and K. Hamrouni, People detection in complex scene using a cascade of boosted classifiers based on haar-likefeatures, pp.83-87, 2009.

A. Sobral and A. Vacavant, A comprehensive review of background subtraction algorithms evaluated with synthetic and real videos, Computer Vision and Image Understanding, vol.122, pp.4-21, 2014.
DOI : 10.1016/j.cviu.2013.12.005

C. Yang, L. Zhang, H. Lu, X. Ruan, and M. H. Yang, Saliency Detection via Graph-Based Manifold Ranking, 2013 IEEE Conference on Computer Vision and Pattern Recognition, pp.3166-3173, 2013.
DOI : 10.1109/CVPR.2013.407

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=

Q. Zhu, S. Avidan, M. C. Yeh, and K. T. Cheng, Fast human detection using a cascade of histograms of oriented gradients, pp.1491-1498, 2006.