TY - JOUR AU - AWM, S. AU - Worring, M. AU - Santini, S. AU - Gupta, A. AU - Jain, R. PY - 2000 DA - 2000// TI - Content-based image retrieval at the end of the early years JO - IEEE Trans. Pattern Anal. Mach. Intell. VL - 22 UR - https://doi.org/10.1109/34.895972 DO - 10.1109/34.895972 ID - AWM2000 ER - TY - JOUR AU - Lowe, D. PY - 2004 DA - 2004// TI - Distinctive image features from scale-invariant keypoints JO - Int. J. Comput. Vis. VL - 60 UR - https://doi.org/10.1023/B:VISI.0000029664.99615.94 DO - 10.1023/B:VISI.0000029664.99615.94 ID - Lowe2004 ER - TY - STD TI - Sivic, J. and A. Zisserman (2003). Video Google: A text retrieval approach to object matching in videos. null, IEEE ID - ref3 ER - TY - STD TI - J Yang et al., Linear Spatial Pyramid Matching Using Sparse Coding for Image Classification. Computer Vision and Pattern Recognition, 2009. CVPR 2009 (IEEE Conference on, IEEE, 2009) ID - ref4 ER - TY - BOOK AU - Wang, J. PY - 2010 DA - 2010// TI - Locality-Constrained Linear Coding for Image Classification. Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on, IEEE ID - Wang2010 ER - TY - BOOK AU - Liu, L. PY - 2011 DA - 2011// TI - In Defense of Soft-Assignment Coding. Computer Vision (ICCV), 2011 IEEE International Conference on, IEEE ID - Liu2011 ER - TY - STD TI - Kim, T.-E. and M. H. Kim (2015). Improving the search accuracy of the VLAD through weighted aggregation of local descriptors. J. Vis. Commun. Image Represent. 31, 237–252 ID - ref7 ER - TY - JOUR AU - Jegou, H. PY - 2012 DA - 2012// TI - Aggregating local image descriptors into compact codes JO - Pattern Analysis and Machine Intelligence, IEEE Transactions on VL - 34 UR - https://doi.org/10.1109/TPAMI.2011.235 DO - 10.1109/TPAMI.2011.235 ID - Jegou2012 ER - TY - BOOK AU - Perronnin, F. PY - 2010 DA - 2010// TI - Large-Scale Image Retrieval with Compressed Fisher Vectors. Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on, IEEE ID - Perronnin2010 ER - TY - JOUR AU - Perronnin, F. PY - 2010 DA - 2010// TI - Improving the fisher kernel for large-scale image classification JO - Computer Vision–ECCV VL - 2010 ID - Perronnin2010 ER - TY - STD TI - Peng, X., et al. (2014). Boosting VLAD with supervised dictionary learning and high-order statistics (European Conference on Computer Vision, Springer ID - ref11 ER - TY - JOUR AU - Bay, H. AU - Ess, A. AU - Tuytelaars, T. AU - Van Gool, L. PY - 2008 DA - 2008// TI - Speeded-up robust features (SURF) JO - Comput. Vis. Image Underst. VL - 110 UR - https://doi.org/10.1016/j.cviu.2007.09.014 DO - 10.1016/j.cviu.2007.09.014 ID - Bay2008 ER - TY - JOUR AU - Mikolajczyk, K. AU - Schmid, C. PY - 2004 DA - 2004// TI - Scale & affine invariant interest point detectors JO - Int. J. Comput. Vis. VL - 60 UR - https://doi.org/10.1023/B:VISI.0000027790.02288.f2 DO - 10.1023/B:VISI.0000027790.02288.f2 ID - Mikolajczyk2004 ER - TY - STD TI - Ali, N., et al. (2016). Image retrieval by addition of spatial information based on histograms of triangular regions. Computers Electrical Engineering 54, 539–550 ID - ref14 ER - TY - STD TI - O Chum et al., Total Recall: Automatic Query Expansion with a Generative Feature Model for Object Retrieval. Computer Vision, 2007 (ICCV 2007. IEEE 11th International Conference on, IEEE, 2007) ID - ref15 ER - TY - STD TI - Philbin, J., et al. (2008). Lost in quantization: Improving particular object retrieval in large scale image databases. Computer Vision and Pattern Recognition, 2008 (CVPR 2008. IEEE Conference on, IEEE) ID - ref16 ER - TY - STD TI - J Philbin et al., Object Retrieval with Large Vocabularies and Fast Spatial Matching. Computer Vision and Pattern Recognition, 2007. CVPR’07 (IEEE Conference on, IEEE, 2007) ID - ref17 ER - TY - JOUR AU - Xie, H. PY - 2011 DA - 2011// TI - Efficient feature detection and effective post-verification for large scale near-duplicate image search JO - IEEE TRANSACTIONS on multimedia VL - 13 UR - https://doi.org/10.1109/TMM.2011.2167224 DO - 10.1109/TMM.2011.2167224 ID - Xie2011 ER - TY - JOUR AU - Jegou, H. PY - 2008 DA - 2008// TI - Hamming embedding and weak geometric consistency for large scale image search JO - Computer Vision–ECCV VL - 2008 ID - Jegou2008 ER - TY - JOUR AU - Huang, J. AU - Yang, X. AU - Fang, X. AU - Lin, W. AU - Zhang, R. PY - 2011 DA - 2011// TI - Integrating visual saliency and consistency for re-ranking image search results JO - IEEE Transactions on Multimedia VL - 13 UR - https://doi.org/10.1109/TMM.2011.2127463 DO - 10.1109/TMM.2011.2127463 ID - Huang2011 ER - TY - STD TI - Jégou, H. and A. Zisserman (2014). Triangulation embedding and democratic aggregation for image search. Proceedings of the IEEE conference on computer vision and pattern recognition ID - ref21 ER - TY - BOOK AU - Arandjelović, R. AU - Zisserman, A. PY - 2012 DA - 2012// TI - Three Things Everyone should Know to Improve Object Retrieval. Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on, IEEE ID - Arandjelović2012 ER - TY - STD TI - Andoni, A. and P. Indyk (2006). Near-optimal hashing algorithms for approximate nearest neighbor in high dimensions. Foundations of Computer Science, 2006. FOCS’06. 47th Annual IEEE Symposium on, IEEE ID - ref23 ER - TY - BOOK AU - Weiss, Y. PY - 2009 DA - 2009// TI - Spectral Hashing. Advances in Neural Information Processing Systems ID - Weiss2009 ER - TY - STD TI - Jégou, H., et al., (2009). On the burstiness of visual elements. Computer Vision and Pattern Recognition, 2009. CVPR 2009. IEEE Conference on, IEEE ID - ref25 ER - TY - STD TI - Delhumeau, J., et al. (2013). Revisiting the VLAD image representation. Proceedings of the 21st ACM international conference on Multimedia, ACM ID - ref26 ER - TY - BOOK AU - Arandjelovic, R. AU - Zisserman, A. PY - 2013 DA - 2013// TI - All about VLAD. Computer Vision and Pattern Recognition CVPR. 2013 IEEE Conference on ID - Arandjelovic2013 ER - TY - JOUR AU - Liu, Z. PY - 2016 DA - 2016// TI - Making residual vector distribution uniform for distinctive image representation JO - IEEE Transactions on Circuits & Systems for Video Technology VL - 26 UR - https://doi.org/10.1109/TCSVT.2015.2409693 DO - 10.1109/TCSVT.2015.2409693 ID - Liu2016 ER - TY - JOUR AU - Liu, Z. PY - 2016 DA - 2016// TI - Fine-residual VLAD for image retrieval JO - Neurocomputing VL - 173 UR - https://doi.org/10.1016/j.neucom.2015.08.076 DO - 10.1016/j.neucom.2015.08.076 ID - Liu2016 ER - TY - STD TI - Wang, Y., et al. (2015). Hierarchical multi-VLAD for image retrieval. Image Processing (ICIP), 2015 IEEE International Conference on, IEEE ID - ref30 ER - TY - JOUR AU - Zhou, Q. AU - Wang, C. AU - Liu, P. AU - Li, Q. AU - Wang, Y. AU - Chen, S. PY - 2016 DA - 2016// TI - Distribution entropy boosted VLAD for image retrieval JO - Entropy VL - 18 UR - https://doi.org/10.3390/e18080311 DO - 10.3390/e18080311 ID - Zhou2016 ER - TY - STD TI - Mehmood, Z., et al. (2016). A novel image retrieval based on a combination of local and global histograms of visual words. Mathematical Problems in Engineering 2016. vol. 2016, Article ID 8217250, 12 pages, 2016. https://doi.org/10.1155/2016/8217250 ID - ref32 ER - TY - STD TI - Krapac, J., et al. (2011). Modeling spatial layout with fisher vectors for image categorization. Computer Vision (ICCV), 2011 IEEE International Conference on, IEEE ID - ref33 ER - TY - STD TI - Koniusz, P. and K. Mikolajczyk (2011). Spatial coordinate coding to reduce histogram representations, dominant angle and colour pyramid match. Image Processing (ICIP), 2011 18th IEEE International Conference on, IEEE ID - ref34 ER - TY - JOUR AU - Sánchez, J. AU - Perronnin, F. AU - Campos, T. D. PY - 2012 DA - 2012// TI - Modeling the spatial layout of images beyond spatial pyramids JO - Pattern Recogn. Lett. VL - 33 UR - https://doi.org/10.1016/j.patrec.2012.07.019 DO - 10.1016/j.patrec.2012.07.019 ID - Sánchez2012 ER - TY - JOUR AU - Lecun, Y. AU - Boser, B. E. AU - Denker, J. S. AU - Henderson, D. AU - Howard, R. E. AU - Hubbard, W. AU - Jackel, L. D. PY - 1989 DA - 1989// TI - Back propagation applied to handwritten zip code recognition JO - Neural Comput. VL - 1 UR - https://doi.org/10.1162/neco.1989.1.4.541 DO - 10.1162/neco.1989.1.4.541 ID - Lecun1989 ER - TY - JOUR AU - Krizhevsky, A. PY - 2013 DA - 2013// TI - ImageNet classification with deep convolutional neural networks JO - Commun. ACM VL - 60 ID - Krizhevsky2013 ER - TY - STD TI - Zeiler, M.D. and R. Fergus (2014). Visualizing and understanding convolutional networks European conference on computer vision, Springer ID - ref38 ER - TY - JOUR AU - Arandjelovic, R. PY - 2015 DA - 2015// TI - NetVLAD: CNN architecture for weakly supervised place recognition JO - IEEE Transactions on Pattern Analysis & Machine Intelligence VL - PP(99) ID - Arandjelovic2015 ER - TY - STD TI - Gong, Y., et al. (2014). Multi-scale orderless pooling of deep convolutional activation features. European conference on computer vision, Springer ID - ref40 ER - TY - STD TI - Jégou, H. and O. Chum (2012). Negative evidences and co-occurences in image retrieval: The benefit of PCA and whitening. Computer Vision–ECCV 2012: 774-787 ID - ref41 ER - TY - STD TI - Radenović, F., et al. (2015). Multiple measurements and joint dimensionality reduction for large scale image search with short vectors. Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, ACM ID - ref42 ER - TY - JOUR AU - Tuytelaars, T. AU - Mikolajczyk, K. PY - 2008 DA - 2008// TI - Local invariant feature detectors: a survey JO - Foundations and Trends in Computer Graphics and Vision VL - 3 UR - https://doi.org/10.1561/0600000017 DO - 10.1561/0600000017 ID - Tuytelaars2008 ER - TY - STD TI - P Gaussier, JP Cocquerez, Neural Networks for Complex Scene Recognition: Simulation of a Visual System with Several Cortical Areas (International Joint Conference on Neural Networks, 1992) ID - ref44 ER - TY - JOUR AU - Lindeberg, T. AU - Garding, J. PY - 1997 DA - 1997// TI - Shape-adapted smoothing in estimation of 3-D shape cues from affine deformations of local 2-D brightness structure JO - Image Vis. Comput. VL - 15 UR - https://doi.org/10.1016/S0262-8856(97)01144-X DO - 10.1016/S0262-8856(97)01144-X ID - Lindeberg1997 ER - TY - JOUR AU - Matas, J. PY - 2004 DA - 2004// TI - Robust wide-baseline stereo from maximally stable extremal regions JO - Image & Vision Computing VL - 22 UR - https://doi.org/10.1016/j.imavis.2004.02.006 DO - 10.1016/j.imavis.2004.02.006 ID - Matas2004 ER - TY - JOUR AU - Shannon, C. E. AU - Weaver, W. AU - Wiener, N. PY - 1950 DA - 1950// TI - The mathematical theory of communication JO - Phys. Today VL - 3 UR - https://doi.org/10.1063/1.3067010 DO - 10.1063/1.3067010 ID - Shannon1950 ER - TY - STD TI - Jégou, H., et al. (2010). Aggregating local descriptors into a compact image representation. Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on, IEEE ID - ref48 ER - TY - STD TI - Zhou, R., et al. (2014). Spatial pyramid VLAD. Visual Communications and Image Processing Conference, 2014 IEEE, IEEE ID - ref49 ER - TY - BOOK AU - Vedaldi, A. AU - Fulkerson, B. PY - 2010 DA - 2010// TI - Vlfeat: An Open and Portable Library of Computer Vision Algorithms PB - International Conference on Multimedea 2010 CY - Firenze UR - https://doi.org/10.1145/1873951.1874249 DO - 10.1145/1873951.1874249 ID - Vedaldi2010 ER - TY - JOUR AU - Everingham, M. PY - 2010 DA - 2010// TI - The Pascal visual object classes (VOC) challenge JO - Int. J. Comput. Vis. VL - 88 UR - https://doi.org/10.1007/s11263-009-0275-4 DO - 10.1007/s11263-009-0275-4 ID - Everingham2010 ER -