Y. Yang and S. Newsam, Bag-of-visual-words and spatial extensions for land-use classification, Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS '10, 2010.
DOI : 10.1145/1869790.1869829

D. G. Lowe, Object recognition from local scale-invariant features, Proceedings of the Seventh IEEE International Conference on Computer Vision, pp.1150-1157, 1999.
DOI : 10.1109/ICCV.1999.790410

Y. Yang and S. Newsam, Spatial pyramid co-occurrence for image classification, 2011 International Conference on Computer Vision, pp.1465-1472, 2011.
DOI : 10.1109/ICCV.2011.6126403

V. Risojevic and Z. Babic, Orientation difference descriptor for aerial image classification, pp.150-153, 2012.

A. M. Cheriyadat, Unsupervised Feature Learning for Aerial Scene Classification, IEEE Transactions on Geoscience and Remote Sensing, vol.52, issue.1, pp.439-451, 2014.
DOI : 10.1109/TGRS.2013.2241444

Y. Zhang, X. Sun, H. Wang, and K. Fu, High-resolution remote-sensing image classification via an approximate earth mover's distance-based bag-of-features model, pp.1055-1059, 2013.

E. Aptoula, Remote Sensing Image Retrieval With Global Morphological Texture Descriptors, IEEE Transactions on Geoscience and Remote Sensing, vol.52, issue.5, pp.3023-3034, 2014.
DOI : 10.1109/TGRS.2013.2268736

J. Sivic and A. Zisserman, Video Google: a text retrieval approach to object matching in videos, Proceedings Ninth IEEE International Conference on Computer Vision, pp.1470-1477, 2003.
DOI : 10.1109/ICCV.2003.1238663

S. Lazebnik, C. Schmid, and J. Ponce, Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Volume 2 (CVPR'06), pp.2169-2178, 2006.
DOI : 10.1109/CVPR.2006.68

URL : https://hal.archives-ouvertes.fr/inria-00548585

R. M. Haralick, K. Shanmugam, and I. H. Dinstein, Textural Features for Image Classification, IEEE Transactions on Systems, Man, and Cybernetics, vol.3, issue.6, pp.610-621, 1973.
DOI : 10.1109/TSMC.1973.4309314

J. Wang, J. Yang, K. Yu, F. Lv, T. Huang et al., Localityconstrained linear coding for image classification, CVPR, pp.3360-3367, 2010.

F. Perronnin, J. Sánchez, and T. Mensink, Improving the Fisher Kernel for Large-Scale Image Classification, ECCV, pp.143-156, 2010.
DOI : 10.1007/978-3-642-15561-1_11

URL : https://hal.archives-ouvertes.fr/inria-00548630

H. Jegou, F. Perronnin, M. Douze, J. Sanchez, P. Perez et al., Aggregating Local Image Descriptors into Compact Codes, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.34, issue.9, pp.3304-3311, 2012.
DOI : 10.1109/TPAMI.2011.235

URL : https://hal.archives-ouvertes.fr/inria-00633013

D. Picard and P. Gosselin, Efficient image signatures and similarities using tensor products of local descriptors, Computer Vision and Image Understanding, vol.117, issue.6, p.680687, 2013.
DOI : 10.1016/j.cviu.2013.02.004

URL : https://hal.archives-ouvertes.fr/hal-00799074

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

L. Bottou, Large-scale machine learning with stochastic gradient descent, pp.177-187, 2010.
DOI : 10.1007/978-3-7908-2604-3_16

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.419.462

C. Iovan, D. Picard, N. Thome, and M. Cord, Classification of Urban Scenes from Geo-referenced Images in Urban Street-View Context, 2012 11th International Conference on Machine Learning and Applications, pp.339-344, 2012.
DOI : 10.1109/ICMLA.2012.171

URL : https://hal.archives-ouvertes.fr/hal-00794980

R. Arandjelovic and A. Zisserman, Three things everyone should know to improve object retrieval, 2012 IEEE Conference on Computer Vision and Pattern Recognition, pp.2911-2918, 2012.
DOI : 10.1109/CVPR.2012.6248018

J. Delhumeau, P. Gosselin, H. Jegou, and P. Perez, Revisiting the VLAD image representation, Proceedings of the 21st ACM international conference on Multimedia, MM '13, 2013.
DOI : 10.1145/2502081.2502171

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