Selected Publications

List of publications from Hal

List of publications from Google Scholar

The list below has not updated since January 2015. See my Google scholar profile for all my publications.

2015

Image search with selective match kernels: aggregation across single and multiple images

Giorgos Tolias, Yannis Avrithis and Hervé Jégou

International of Computer Vision, 2015, to appear.

Explicit embeddings for nearest neighbor search with Mercer kernels

Anthony Bourrier, Florent Perronnin, Rémi Gribonval, Patrick Pérez and Hervé Jégou

Journal of Mathematical Imaging and Vision, 2015.

2014

A group testing framework for similarity search in high-dimensional spaces

Miaojing Shi, Teddy Furon and Hervé Jégou

Proc. ACM Multimedia‘14, November 2014.

The Yael library

Matthijs Douze and Hervé Jégou

Proc. ACM Multimedia‘14, November 2014. Yael homepage.

Orientation covariant aggregation of local descriptors with embeddings

Giorgos Tolias, Teddy Furon and Hervé Jégou

Proc. ECCV‘14, September 2014.

Triangulation embedding and democratic aggregation for image search

Hervé Jégou and Andrew Zisserman

Proc. CVPR‘14, June 2014.

Action localization by tubelets from motion

Mihir Jain, Jan van Gemert, Patrick Bouthemy, Hervé Jégou and Cees Snoek

Proc. CVPR‘14, June 2014.

Visual query expansion with or without geometry: refining local descriptors by feature aggregation

Giorgios Tolias and Hervé Jégou

Pattern Recognition, October 2014.

Beyond “project and sign” for cosine estimation with binary codes

Raghavendran Balu, Teddy Furon and Hervé Jégou

Proc. ICASSP‘14, May 2014.

2013

To aggregate or not to aggregate: selective match kernels for image search

Giorgos Tolias, Yannis Avrithis and Hervé Jégou

Proc. ICCV‘13, December 2013. Matlab package.

Query-adaptive asymmetrical dissimilarities for visual object retrieval

Cai-Zhi Zhu, Hervé Jégou and Shin’ichi Satoh

Proc. ICCV‘13, December 2013.

Stable hyper-pooling and query expansion for event detection

Matthijs Douze, Jérôme Revaud, Cordelia Schmid and Hervé Jégou

Proc. ICCV‘13, December 2013.

Revisiting the VLAD image representation

Jonathan Delhumeau, Philippe-Henri Gosselin, Hervé Jégou and Patrick Pérez

Proc. ACM Multimedia‘13, October 2013, Barcelona, Spain.

Event retrieval in large video collections with circulant temporal encoding

Jérôme Revaud, Matthijs Douze, Cordelia Schmid and Hervé Jégou

Proc. CVPR‘13, June 2013, Portland, USA. EVVE dataset.

Better motion for better action recognition

Mihir Jain, Hervé Jégou and Patrick Bouthemy

Proc. CVPR‘13, June 2013, Portland, USA. Project page with source code.

Using extreme value theory for image detection

Teddy Furon and Hervé Jégou

INRIA Technical report no 8244, February 2013.

2012

Negative evidences and co-occurrences in image retrieval: the benefit of PCA and whitening

Hervé Jégou and Ondrej Chum

Proc. ECCV‘12, October, 2012, Florence, Italy.

Aggregating local images descriptors into compact codes

Hervé Jégou, Florent Perronnin, Matthijs Douze, Jorge Sanchez, Patrick Pérez and Cordelia Schmid

IEEE Transactions on Pattern Analysis and Machine Intelligence, September 2012. Matlab package

BABAZ: a large scale audio search system for video copy detection

Hervé Jégou, Jonathan Delhumeau, Jiangbo Yuan, Guillaume Gravier and Patrick Gros,

Proc. ICASSP‘12, March, 2012, Japan.

Anti-sparse coding for approximate nearest neighbor search

Hervé Jégou, Teddy Furon and Jean-Jacques Fuchs,

Proc. ICASSP‘12, March, 2012, Japan.

2011

Exploiting descriptor distances for precise image search

Hervé Jégou, Matthijs Douze and Cordelia Schmid

INRIA Technical report no 7656, June 2011.

Product quantization for nearest neighbor search

Hervé Jégou, Matthijs Douze and Cordelia Schmid

IEEE Transactions on Pattern Analysis and Machine Intelligence, January 2011.

First published as a technical report in August 2009. code and datasets.

Asymmetric Hamming Embedding

Mihir Jain, Hervé Jégou and Patrick Gros,

Proc. ACM Multimedia‘11, November, 2011.

Bag of colors for improved image search

Christian Wengert, Matthijs Douze and Hervé Jégou,

Proc. ACM Multimedia‘11, November, 2011.

Reconstructing an image from its local descriptors

Philippe Weinzaepfel, Hervé Jégou and Patrick Pérez,

Proc. IEEE CVPR‘11, June, 2011. See reconstructions there.

Searching in one billion vectors: re-rank with source coding

Hervé Jégou, Romain Tavenard, Matthijs Douze and Laurent Amsaleg,

Proc. IEEE ICASSP‘11, May, 2011. See the big corpus webpage associated with this paper.

2010

Locality sensitive hashing: a comparison of hash function types and querying mechanisms

Loic Paulevé, Hervé Jégou and Laurent Amsaleg

Pattern Recognition Letters, August 2010.

An image-based approach to video copy detection with spatio-temporal post-filtering

Matthijs Douze, Hervé Jégou and Cordelia Schmid

IEEE Transactions on Multimedia, June 2010.

Improving bag-of-features for large scale image search

Hervé Jégou, Matthijs Douze and Cordelia Schmid

International Journal of Computer Vision, May 2010.

Accurate image search using the contextual dissimilarity measure

Hervé Jégou, Cordelia Schmid, Hedi Harzallah and Jakob Verbeek

IEEE Transactions on Pattern Analysis and Machine Intelligence, January 2010.

Compact video description for copy detection with precise temporal alignment

Matthijs Douze, Hervé Jégou, Cordelia Schmid and Patrick Pérez

Proc. ECCV‘10, September, 2010.

Aggregating local descriptors into a compact image representation

Hervé Jégou, Matthijs Douze, Cordelia Schmid and Patrick Pérez

Proc. IEEE CVPR‘10, June, 2010. Slides of the talk, Video lecture, Matlab package.

Searching with Expectations

Harsimrat Singh and Hervé Jégou

Proc. IEEE ICASSP‘10, March, 2010.

Note: same spirit, but not the same technique as in “product quantization for NN search”.

2009

Computation of posterior marginals on aggregated state models for soft source decoding

Simon Malinowski, Hervé Jégou and Christine Guillemot

IEEE Transactions on Communications, April 2009.

Packing bag-of-features

Hervé Jégou, Matthijs Douze and Cordelia Schmid

Proc. IEEE ICCV‘09, September, 2009.

Evaluation of GIST descriptors for web-scale image search

Matthijs Douze, Hervé Jégou, Harsimrat Singh, Laurent Amsaleg and Cordelia Schmid

Proc. ACM CIVR‘09, July, 2009.

On the burstiness of visual elements

Hervé Jégou, Matthijs Douze and Cordelia Schmid

Proc. IEEE CVPR‘09, June, 2009.

2008

Hamming Embedding and Weak Geometric consistency for large-scale image search

Hervé Jégou, Matthijs Douze and Cordelia Schmid

Proc. ECCV‘08, October, 2008. Slides (7MB), poster (74MB), extended IJCV journal version.

Query-Adaptive Locality Sensitive Hashing

Hervé Jégou, Laurent Amsaleg, Cordelia Schmid and Patrick Gros

Proc. IEEE ICASSP‘08, April, 2008. Slides of the talk.

2007

Entropy coding with variable length re-writing systems

Hervé Jégou and Christine Guillemot

IEEE Transactions on Communications, March 2007, pages 444-452.

Synchronization recovery and state model reduction for soft decoding of variable length codes

Simon Malinowski, Hervé Jégou and Christine Guillemot

IEEE Transactions on Information Theory, January 2007, pages 368-377.

A contextual dissimilarity measure for accurate and efficient image search

Hervé Jégou, Hedi Harzallah and Cordelia Schmid

Proc. IEEE CVPR‘07, June, 2007, Slides of the talk.

2006

Error-resilient first-order multiplexed source codes: performance bounds, design and decoding algorithms

Hervé Jégou and Christine Guillemot

IEEE Transactions on Signal Processing, April 2006.

2005

Codes robustes et codes joints source/canal pour transmission multimedia sur canaux mobiles

Hervé Jégou, University of Rennes 1, November 2005.

National prize: best PhD thesis in image and signal processing of the Club EEA (French Electrical Engineering Association)

Robust Multiplexed Codes for Compression of Heterogeneous Data

Hervé Jégou and Christine Guillemot

IEEE Transactions on Information Theory, April 2005, vol. 51, no. 4, p. 1393-1407.

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