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Hervé Jégou, Matthijs Douze and Cordelia Schmid
Product quantization for nearest neighbor search IEEE Transactions on Pattern Analysis and Machine Intelligence, accepted (preprint). code and datasets |
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Loic Paulevé, Hervé Jégou and Laurent Amsaleg
locality sensitive hashing: a comparison of hash function types and querying mechanisms Pattern Recognition Letters, accepted. |
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Matthijs Douze, Hervé Jégou and Cordelia Schmid
An image-based approach to video copy detection with spatio-temporal post-filtering IEEE Transactions on Multimedia, accepted (preprint). |
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Hervé Jégou, Matthijs Douze and Cordelia Schmid
Improving bag-of-features for large scale image search International Journal of Computer Vision, vol 87, issue 3, May 2010, pages 191-212. |
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Hervé Jegou, Cordelia Schmid, Hedi Harzallah and Jakob Verbeek Accurate image search using the contextual dissimilarity measure IEEE Transactions on Pattern Analysis and Machine Intelligence, January 2010. |
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Simon Malinowski, Hervé Jegou and Christine Guillemot Computation of posterior marginals on aggregated state models for soft source decoding IEEE Transactions on Communications, April 2009, pages 888-892. |
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Simon Malinowski, Hervé Jegou and Christine Guillemot
Error recovery properties and soft decoding of quasi-arithmetic codes EURASIP Journal on Advances in Signal Processing, 2008, volume 2008, Article ID 752840. |
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Hervé Jegou and Christine Guillemot Entropy coding with variable length re-writing systems IEEE Transactions on Communications, March 2007, pages 444-452. |
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Simon Malinowski, Hervé Jegou and Christine Guillemot Synchronization recovery and state model reduction for soft decoding of variable length codes IEEE Transactions on Information Theory, January 2007, pages 368-377. |
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Hervé Jegou and Christine Guillemot Error-resilient first-order multiplexed source codes: performance bounds, design and decoding algorithms IEEE Transactions on Signal Processing, April 2006. |
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Hervé Jegou and Christine Guillemot Progressive and Error-resilient strategies for VLC encoded signals over noisy channels EURASIP Journal of Applied Signal Processing, 2006. |
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Hervé Jégou and Christine Guillemot Robust Multiplexed Codes for Compression of Heterogeneous Data IEEE Transactions on Information Theory, April 2005, vol. 51, no. 4, p. 1393-1407. |
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Matthijs Douze, Hervé Jégou, Cordelia Schmid and Patrick Pérez
Compact video description for copy detection with precise temporal alignment Proc. ECCV'10. To appear |
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Hervé Jégou, Matthijs Douze, Cordelia Schmid and Patrick Pérez
Aggregating local descriptors into a compact image representation Proc. IEEE CVPR'10. Slides of the talk, Video lecture, Matlab package. |
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Harsimrat Singh and
Hervé Jégou
Searching with Expectations Proc. IEEE ICASSP'10, March, 2010. (Note: in the same spirit, but not the same technique as in "searching with quantization"). |
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Hervé Jégou,
Matthijs Douze and
Cordelia Schmid
Packing bag-of-features Proc. IEEE ICCV'09, September, 2009. |
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Matthijs Douze,
Hervé Jégou,
Harsimrat Singh,
Laurent Amsaleg and
Cordelia Schmid
Evaluation of GIST descriptors for web-scale image search Proc. ACM CIVR'09, July, 2009. |
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Hervé Jégou,
Matthijs Douze and
Cordelia Schmid
On the burstiness of visual elements Proc. IEEE CVPR'09, June, 2009. |
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Matthijs Douze, Adrien Gaidon, Hervé Jégou, Marcin Marszałek and Cordelia Schmid INRIA-LEAR's video copy detection system Proc. TRECVID Workshop, November, 2008. Slides of the talk. |
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Hervé Jégou, Matthijs Douze and Cordelia Schmid Hamming Embedding and Weak Geometric consistency for large-scale image search Proc. ECCV'08, October, 2008. Some slides (7MB) and the poster (74MB) presented at the conference. Download the extended IJCV journal version. |
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Hervé Jégou, Laurent Amsaleg, Cordelia Schmid and Patrick Gros Query-Adaptative Locality Sensitive Hashing Proc. IEEE ICASSP'08, April, 2008. Slides of the talk. |
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Hervé Jegou, Hedi Harzallah and Cordelia Schmid
A contextual dissimilarity measure for accurate and efficient image search Proc. IEEE CVPR'07, June, 2007, Slides of the talk. |
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Simon Malinowski, Hervé Jegou and Christine Guillemot Error recovery properties of quasi-arithmetic codes and soft decoding with length constraint Proc. IEEE ISIT'06, July, 2006. |
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Simon Malinowski, Hervé Jegou and Christine Guillemot On the link between the synchronization recovery and soft decoding of variable length codes Proc. TURBO-CODING-2006, April, 3-7. |
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Hervé Jégou and Christine Guillemot Entropy coding with Variable Length Re-writing Systems Proc. IEEE ISIT'2005, September, 2005. Source code here. |
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Hervé Jegou, Simon Malinowski and Christine Guillemot Trellis state aggregation for soft decoding of variable length codes Proc. IEEE SIPS'2005, November, 2-4. Source code here. Best student paper award (third prize). |
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Hervé Jegou and Thomas Guionnet and Christine Guillemot Error-resilient and progressive transmission and decoding of compressed images Proc. WIAMIS'2004, April, 2004. |
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Hervé Jegou and Christine Guillemot First-order multiplexed source codes for error-resilient entropy coding Proc. IEEE ISIT'2004, June, 2004. |
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Hervé Jegou and Christine Guillemot Suffix-constrained codes for progressive and robust data compression: self-multiplexed codes Proc. EUSIPCO'2004, September, 2004. |
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Hervé Jegou and Christine Guillemot
Variable length codes over noisy channel: New transmission and decoding strategies Picture Coding Symposium, PCS 2004, December, 2004. |
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Hervé Jegou and Christine Guillemot Error-resilient binary multiplexed source codes Proc. IEEE ICASSP'03, April, 2003. |
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Hervé Jegou and Christine Guillemot Source multiplexed codes for error-prone channels Proc. IEEE ICC'03, Anchorage, Alaska, May, 2003. |
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Hervé Jégou, Matthijs Douze and Cordelia Schmid Recent advances in image search Emerging Trends in Visual Computing, Springer, LNCS5416, 2009. |
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Hervé Jegou, Cordelia Schmid and Matthijs Douze Dispositif d'aide à la reconnaissance d'image amélioré Brevet INPI 08 3345, June, 2008. |
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Hervé Jegou and Christine Guillemot Perfectionnement aux techniques de compression numérique Brevet INPI 02 09287, July, 2002. |
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Hervé Jegou and Christine Guillemot Compression de données numériques robuste au bruit de transmission Brevet INPI 02 14964, November, 2002. |