J. Mairal, F. Bach, J. Ponce, and G. Sapiro, Online learning for matrix factorization and sparse coding, The Journal of Machine Learning Research, vol.11, pp.19-60, 2010.
URL : https://hal.archives-ouvertes.fr/inria-00408716

M. Frank and P. Wolfe, An algorithm for quadratic programming, Naval Research Logistics Quarterly, vol.3, issue.1-2, pp.95-110, 1956.
DOI : 10.1002/nav.3800030109

D. Lowe, Distinctive Image Features from Scale-Invariant Keypoints, International Journal of Computer Vision, vol.60, issue.2, pp.91-110, 2003.
DOI : 10.1023/B:VISI.0000029664.99615.94

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.14.4931

M. A. Fischler and R. C. Bolles, Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography, Communications of the ACM, vol.24, issue.6, pp.381-395, 1981.
DOI : 10.1145/358669.358692

D. Picard and P. Gosselin, Improving image similarity with vectors of locally aggregated tensors, 2011 18th IEEE International Conference on Image Processing, p.669, 2011.
DOI : 10.1109/ICIP.2011.6116641

URL : https://hal.archives-ouvertes.fr/hal-00591993

H. Jégou, M. Douze, C. Schmid, and P. Pérez, Aggregating local descriptors into a compact image representation, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp.3304-3311, 2010.
DOI : 10.1109/CVPR.2010.5540039

R. Negrel, D. Picard, and P. Gosselin, Web-Scale Image Retrieval Using Compact Tensor Aggregation of Visual Descriptors, IEEE MultiMedia, vol.20, issue.3, pp.24-33, 2013.
DOI : 10.1109/MMUL.2013.14

URL : https://hal.archives-ouvertes.fr/hal-00832760

J. Delhumeau, P. Gosselin, H. Jégou, and P. Pérez, Revisiting the VLAD image representation, Proceedings of the 21st ACM international conference on Multimedia, MM '13, pp.653-656, 2013.
DOI : 10.1145/2502081.2502171

URL : https://hal.archives-ouvertes.fr/hal-00840653

T. Guthier, V. Willert, and J. Eggert, Topological Sparse Learning of Dynamic Form Patterns, Neural Computation, vol.2, issue.1, pp.42-73, 2015.
DOI : 10.1016/j.neucom.2010.12.012

D. Picard, Preserving local spatial information in image similarity using tensor aggregation of local features Available: https, 2016 IEEE International Conference on Image Processing (ICIP), Unknown, Unknown or Invalid Region, pp.201-205, 2016.