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Sparsity Driven People Localization with a Heterogeneous Network of Cameras
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Document type | Article de périodique (Journal article) – Article de recherche |
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Access type | Accès libre |
Publication date | 2011 |
Language | Anglais |
Journal information | "Journal of Mathematical Imaging and Vision" - Vol. 41, no. 1-2, p. 39-58 (2011) |
Peer reviewed | yes |
Publisher | Springer New York LLC ((United States) New York) |
issn | 0924-9907 |
Publication status | Publié |
Affiliations |
UCL
- SST/ICTM/ELEN - Pôle en ingénierie électrique Ecole Polytechnique Fédérale de Lausanne - LTS2 Université Aix-Marseille 2 - CPPM |
Keywords | People detection ; Localization ; Sparse approximation ; Convex optimization ; Omnidirectional cameras ; Dictionary ; Multi-view |
Links |
- Alahi, A., Boursier, Y., Jacques, L., Vandergheynst, P.: A sparsity constrained inverse problem to locate people in a network of cameras. In: 16th International Conference on Digital Signal Processing, Santorini, Greece, pp. 189–195 (2009)
- Alahi Alexandre, Boursier Yannick, Jacques Laurent, Vandergheynst Pierre, Sport players detection and tracking with a mixed network of planar and omnidirectional cameras, 10.1109/icdsc.2009.5289406
- Alahi Alexandre, Jacques Laurent, Boursier Yannick, Vandergheynst Pierre, Sparsity-driven people localization algorithm: Evaluation in crowded scenes environments, 10.1109/pets-winter.2009.5399487
- Alahi Alexandre, Vandergheynst Pierre, Bierlaire Michel, Kunt Murat, Cascade of descriptors to detect and track objects across any network of cameras, 10.1016/j.cviu.2010.01.004
- Baraniuk Richard G., Cevher Volkan, Duarte Marco F., Hegde Chinmay, Model-Based Compressive Sensing, 10.1109/tit.2010.2040894
- Berclaz, J., Fleuret, F., Fua, P.: Robust people tracking with global trajectory optimization. In: Conference on Computer Vision and Pattern Recognition, pp. 744–750 (2006)
- Black J., Ellis T., Rosin P., Multi view image surveillance and tracking, 10.1109/motion.2002.1182230
- Candès Emmanuel J., Wakin Michael B., Boyd Stephen P., Enhancing Sparsity by Reweighted ℓ 1 Minimization, 10.1007/s00041-008-9045-x
- Caspi Yaron, Simakov Denis, Irani Michal, Feature-Based Sequence-to-Sequence Matching, 10.1007/s11263-005-4842-z
- Cevher, V., Duarte, M., Baraniuk, R.: Distributed target localization via spatial sparsity. In: Proc. European Signal Processing Conference (2008)
- Chartrand, R., Yin, W.: Iteratively reweighted algorithms for compressive sensing. In: Proceedings of Int. Conf. on Acoustics, Speech, Signal Processing (ICASSP), pp. 3869–3872 (2008)
- Chen Scott Shaobing, Donoho David L., Saunders Michael A., Atomic Decomposition by Basis Pursuit, 10.1137/s1064827596304010
- Hong Cheng, Nanning Zheng, Junjie Qin, Pedestrian detection using sparse Gabor filter and support vector machine, 10.1109/ivs.2005.1505166
- Combettes * Patrick L., Solving monotone inclusions via compositions of nonexpansive averaged operators, 10.1080/02331930412331327157
- Combettes Patrick L., Wajs Valérie R., Signal Recovery by Proximal Forward-Backward Splitting, 10.1137/050626090
- Dalal, N., Triggs, B.: Histograms of oriented gradients for human detection. In: Proc. IEEE Int’l Conference on Computer Vision and Pattern Recognition, vol. 1, pp. 886–893 (2005)
- Delannay Damien, Danhier Nicolas, De Vleeschouwer Christophe, Detection and recognition of sports(wo)men from multiple views, 10.1109/icdsc.2009.5289407
- Dijkstra E. W., A note on two problems in connexion with graphs, 10.1007/bf01386390
- Elfes A., Using occupancy grids for mobile robot perception and navigation, 10.1109/2.30720
- Eshel, R., Moses, Y.: Homography based multiple camera detection and tracking of people in a dense crowd. In: Proc. IEEE Int’l Conference on Computer Vision and Pattern Recognition, pp. 1–8 (2008)
- Fadili, M.J., Starck, J.L.: Monotone operator splitting for fast sparse solutions of inverse problems. SIAM J. Imaging Sci., 2005–2006 (2009)
- Fleuret F., Berclaz J., Lengagne R., Fua P., Multicamera People Tracking with a Probabilistic Occupancy Map, 10.1109/tpami.2007.1174
- Franco, J., Boyer, E.: Fusion of multiview silhouette cues using a space occupancy grid. In: Tenth Proc. IEEE Int’l Conference on Computer Vision, ICCV 2005, vol. 2 (2005)
- Gorodnitsky I.F., Rao B.D., Sparse signal reconstruction from limited data using FOCUSS: a re-weighted minimum norm algorithm, 10.1109/78.558475
- Khan, S., Shah, M.: A multiview approach to tracking people in crowded scenes using a planar homography constraint. In: Proc. European Conference on Computer Vision, vol. 4, pp. 133–146 (2006)
- Khan S.M., Shah M., Tracking Multiple Occluding People by Localizing on Multiple Scene Planes, 10.1109/tpami.2008.102
- Kim, K., Davis, L.: Multi-camera tracking and segmentation of occluded people on ground plane using search-guided particle filtering. In: Proc. European Conference on Computer Vision, vol. 3, pp. 98–109 (2006)
- Kowalski Matthieu, Torrésani Bruno, Sparsity and persistence: mixed norms provide simple signal models with dependent coefficients, 10.1007/s11760-008-0076-1
- Malioutov D., Cetin M., Willsky A.S., A sparse signal reconstruction perspective for source localization with sensor arrays, 10.1109/tsp.2005.850882
- Moreau, J.: Fonctions convexes duales et points proximaux dans un espace hilbertien. C. R. Acad. Sci. Paris Ser. A, Math. 255, 2897–2899 (1962)
- Mueller, K., Smolic, A., Droese, M., Voigt, P., Wienand, T.: Multi-texture modeling of 3d traffic scenes. In: Proc. of the 2003 Int’l Conference on Multimedia, vol. 2, pp. 657–660 (2003)
- Natarajan B. K., Sparse Approximate Solutions to Linear Systems, 10.1137/s0097539792240406
- Oren M., Papageorgiou C., Sinha P., Osuna E., Poggio T., Pedestrian detection using wavelet templates, 10.1109/cvpr.1997.609319
- Orwell J., Massey S., Remagnino P., Greenhill D., Jones G.A., A multi-agent framework for visual surveillance, 10.1109/iciap.1999.797748
- Papageorgiou, C., Poggio, T.: Trainable pedestrian detection. In: Proc. IEEE Int’l Conference on Image Processing, vol. 4, pp. 35–39 (1999)
- Porikli Fatih, Achieving real-time object detection and tracking under extreme conditions, 10.1007/s11554-006-0011-z
- Reddy, D., Sankaranarayanan, A., Cevher, V., Chellappa, R.: Compressed sensing for multi-view tracking and 3-D voxel reconstruction. In: Proc. IEEE Int’l Conference on Image Processing, pp. 221–224 (2008)
- Stauffer, C., Grimson, W.: Adaptive background mixture models for real-time tracking. In: Proc. IEEE Int’l Conference on Computer Vision and Pattern Recognition, vol. 2, pp. 246–252 (1999)
- Stauffer, C., Tieu, K.: Automated multi-camera planar tracking correspondence modeling. In: Proc. IEEE Int’l Conference on Computer Vision and Pattern Recognition, vol. 1, pp. 259–266 (2003)
- Suard F., Rakotomamonjy A., Bensrhair A., Broggi A., Pedestrian Detection using Infrared images and Histograms of Oriented Gradients, 10.1109/ivs.2006.1689629
- Tibshirani, R.: Regression shrinkage and selection via the lasso. J. R. Stat. Soc. Ser. B, Methodol., 267–288 (1996)
- Tuzel O., Porikli F., Meer P., Pedestrian Detection via Classification on Riemannian Manifolds, 10.1109/tpami.2008.75
- Viola Paul, Jones Michael J., Snow Daniel, Detecting Pedestrians Using Patterns of Motion and Appearance, 10.1007/s11263-005-6644-8
- Yang, Gonzalez-Banos, Guibas, Counting people in crowds with a real-time network of simple image sensors, 10.1109/iccv.2003.1238325
- Yilmaz Alper, Javed Omar, Shah Mubarak, Object tracking : A survey, 10.1145/1177352.1177355
- Zhao, T., Nevatia, R.: Bayesian human segmentation in crowded situations. In: 2003 Proc. IEEE Int’l Conference on Computer Vision and Pattern Recognition, vol. 2, pp. 459–466 (2003)
Bibliographic reference | Alahi, Alexandre ; Jacques, Laurent ; Boursier, Yannick ; Vandergheynst, Pierre. Sparsity Driven People Localization with a Heterogeneous Network of Cameras. In: Journal of Mathematical Imaging and Vision, Vol. 41, no. 1-2, p. 39-58 (2011) |
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Permanent URL | http://hdl.handle.net/2078.1/87549 |