Recent technical reports

Hervé Jégou, Matthijs Douze and Cordelia Schmid Exploiting descriptor distances for precise image search INRIA Technical report no 7656, June 2011.

Journal papers

	Hervé Jégou, Florent Perronnin, Matthijs Douze, Jorge Sanchez, Patrick Pérez and Cordelia Schmid Aggregating local images descriptors into compact codes IEEE Transactions on Pattern Analysis and Machine Intelligence, to appear. Matlab package
	Hervé Jégou, Matthijs Douze and Cordelia Schmid Product quantization for nearest neighbor search IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 33, Issue 1, January 2011, pages 117-128. This first version of this paper was first published as a technical report in August 2009. code and datasets
	Loic Paulevé, Hervé Jégou and Laurent Amsaleg Locality sensitive hashing: a comparison of hash function types and querying mechanisms Pattern Recognition Letters, Volume 31, Issue 11, August 2010, pages 1348-1357.
	Matthijs Douze, Hervé Jégou and Cordelia Schmid An image-based approach to video copy detection with spatio-temporal post-filtering IEEE Transactions on Multimedia, Volume 12, Issue 4, June 2010, pages 257-266.
	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.
	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.
	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.
	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.
	Hervé Jegou and Christine Guillemot Entropy coding with variable length re-writing systems IEEE Transactions on Communications, March 2007, pages 444-452.
	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.
	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.
	Hervé Jegou and Christine Guillemot Progressive and Error-resilient strategies for VLC encoded signals over noisy channels EURASIP Journal of Applied Signal Processing, 2006.
	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.

International conferences and workshops

	Mihir Jain, Rachid Benmokthar, Patrick Gros, Hervé Jégou, Hamming Embedding Similarity-based Image Classification Proc. ICMR'12, June, 2012, Hong-Kong.
	Hervé Jégou, Jonathan Delhumeau, Jiangbo Yuan, Guillaume Gravier and Patrick Gros, BABAZ: a large scale audio search system for video copy detection Proc. ICASSP'12, March, 2012, Japan.
	Hervé Jégou, Teddy Furon and Jean-Jacques Fuchs, Anti-sparse coding for approximate nearest neighbor search Proc. ICASSP'12, March, 2012, Japan.
	Mihir Jain, Hervé Jégou and Patrick Gros, Asymmetric Hamming Embedding Proc. ACM Multimedia'11, November, 2011.
	Christian Wengert, Matthijs Douze and Hervé Jégou, Bag of colors for improved image search Proc. ACM Multimedia'11, November, 2011.
	Philippe Weinzaepfel, Hervé Jégou and Patrick Pérez, Reconstructing an image from its local descriptors Proc. IEEE CVPR'11, June, 2011. See reconstructions there.
	Romain Tavenard, Hervé Jégou and Laurent Amsaleg, Balancing clusters to reduce response time variability in large scale image search Proc. CBMI'2011, June, 2011.
	Hervé Jégou, Romain Tavenard, Matthijs Douze and Laurent Amsaleg, Searching in one billion vectors: re-rank with source coding Proc. IEEE ICASSP'11, May, 2011. See the big corpus webpage associated with this paper.
	Hervé Jégou, Matthijs Douze, Guillaume Gravier, Cordelia Schmid and Patrick Gros INRIA LEAR-TEXMEX: Video copy detection task Proc. TRECVID Workshop, November, 2010. Slides of the talk.
	Matthijs Douze, Hervé Jégou, Cordelia Schmid and Patrick Pérez Compact video description for copy detection with precise temporal alignment Proc. ECCV'10, September, 2010.
	Hervé Jégou, Matthijs Douze, Cordelia Schmid and Patrick Pérez Aggregating local descriptors into a compact image representation Proc. IEEE CVPR'10, June, 2010. Slides of the talk, Video lecture, Matlab package.
	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").
	Hervé Jégou, Matthijs Douze and Cordelia Schmid Packing bag-of-features Proc. IEEE ICCV'09, September, 2009.
	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.
	Hervé Jégou, Matthijs Douze and Cordelia Schmid On the burstiness of visual elements Proc. IEEE CVPR'09, June, 2009.
	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.
	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.
	Hervé Jégou, Laurent Amsaleg, Cordelia Schmid and Patrick Gros Query-Adaptative Locality Sensitive Hashing Proc. IEEE ICASSP'08, April, 2008. Slides of the talk.
	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.
	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.
	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.
	Hervé Jégou and Christine Guillemot Entropy coding with Variable Length Re-writing Systems Proc. IEEE ISIT'2005, September, 2005. Source code here.
	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).
	Hervé Jegou and Thomas Guionnet and Christine Guillemot Error-resilient and progressive transmission and decoding of compressed images Proc. WIAMIS'2004, April, 2004.
	Hervé Jegou and Christine Guillemot First-order multiplexed source codes for error-resilient entropy coding Proc. IEEE ISIT'2004, June, 2004.
	Hervé Jegou and Christine Guillemot Suffix-constrained codes for progressive and robust data compression: self-multiplexed codes Proc. EUSIPCO'2004, September, 2004.
	Hervé Jegou and Christine Guillemot Variable length codes over noisy channel: New transmission and decoding strategies Picture Coding Symposium, PCS 2004, December, 2004.
	Hervé Jegou and Christine Guillemot Error-resilient binary multiplexed source codes Proc. IEEE ICASSP'03, April, 2003.
	Hervé Jegou and Christine Guillemot Source multiplexed codes for error-prone channels Proc. IEEE ICC'03, Anchorage, Alaska, May, 2003.

National conferences / French speaking international conferences

	Hervé Jegou, Matthis douze and Cordelia Schmid Représentation compacte des sacs de mots pour l'indexation d'images Proc. RFIA'2010, January, 2010.
	Hervé Jegou, Simon Malinowski and Christine Guillemot Décodage conjoint source/canal par agrégation d'états et décodage multi-treillis Proc. CORESA'05, November, 2005.
	Hervé Jegou and Christine Guillemot Codage entropique à base de règles de ré-écriture Proc. GRETSI'2005, September, 2005.

Thesis

Hervé Jégou Codes robustes et codes joints source/canal pour transmission multimedia sur canaux mobiles University of Rennes 1, November 2005. National prize of the best PhD thesis in image and signal processing of the Club EEA (French Electrical Engineering Association)

Book Chapter

Hervé Jégou, Matthijs Douze and Cordelia Schmid Recent advances in image search Emerging Trends in Visual Computing, Springer, LNCS5416, 2009.

Patents

	Hervé Jegou, Cordelia Schmid and Matthijs Douze Dispositif d'aide à la reconnaissance d'image amélioré Brevet INPI 08 3345, June, 2008.
	Hervé Jegou and Christine Guillemot Perfectionnement aux techniques de compression numérique Brevet INPI 02 09287, July, 2002.
	Hervé Jegou and Christine Guillemot Compression de données numériques robuste au bruit de transmission Brevet INPI 02 14964, November, 2002.

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