Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

[1]

R. Ronfard.
Analyse Automatique de films: des sequences d'images aux sequences d'actions, Université de Grenoble, December 2009
http://lear.inrialpes.fr/pubs/2009/Ron09a, Habilitation à Diriger des Recherches.

Articles in International Peer-Reviewed Journal

[2]

H. Cevikalp, D. Larlus, B. Triggs, M. Neamtu, F. Jurie.
Manifold based local classifiers: linear and non linear approaches, in: Journal of Signal Processing Systems, 2010
http://lear.inrialpes.fr/pubs/2010/CLTNJ10/, to appear.

[3]

V. Ferrari, F. Jurie, C. Schmid.
From images to shape models for object detection, in: International Journal of Computer Vision, 2010
http://lear.inrialpes.fr/pubs/2010/FJS10/, to appear.

[4]

M. Heikkila, M. Pietikainen, C. Schmid.
Description of interest regions with local binary patterns, in: Pattern Recognition, March 2009, vol. 42, n^o 3, p. 425–436
http://lear.inrialpes.fr/pubs/2009/HPS09.

[5]

H. Jégou, M. Douze, C. Schmid.
Improving bag-of-features for large scale image search, in: International Journal of Computer Vision, 2010
http://lear.inrialpes.fr/pubs/2010/JDS10a/, to appear.

[6]

H. Jégou, C. Schmid, H. Harzallah, J. Verbeek.
Accurate image search using the contextual dissimilarity measure, in: IEEE Transactions on Pattern Analysis and Machine Intelligence, January 2010, vol. 32, n^o 1, p. 2–11
http://lear.inrialpes.fr/pubs/2010/JSHV10.

[7]

D. Larlus, F. Jurie.
Latent mixture vocabularies for object categorization and segmentation, in: Journal of Image and Vision Computing, April 2009, vol. 27, n^o 5, p. 523-534
http://lear.inrialpes.fr/pubs/2009/LJ09.

[8]

D. Larlus, J. Verbeek, F. Jurie.
Category level object segmentation by combining bag-of-words models with Dirichlet processes and random fields, in: International Journal of Computer Vision, 2010
http://lear.inrialpes.fr/pubs/2010/LVJ10/, to appear.

[9]

S. Malinowski, H. Jégou, C. Guillemot.
Computation of posterior marginals on aggregated state models for soft source decoding, in: IEEE Transactions on Communications, April 2009, vol. 57, n^o 4, p. 888–892
http://lear.inrialpes.fr/pubs/2009/MJG09.

[10]

J. van de Weijer, C. Schmid, J. Verbeek, D. Larlus.
Learning color names for real-world applications, in: IEEE Transactions on Image Processing, July 2009, vol. 18, n^o 7, p. 1512–1523
http://lear.inrialpes.fr/pubs/2009/VSVL09.

International Peer-Reviewed Conference/Proceedings

[11]

M. Allan, J. Verbeek.
Ranking user-annotated images for multiple query terms, in: British Machine Vision Conference, September 2009
http://lear.inrialpes.fr/pubs/2009/AV09.

[12]

M. Douze, M. Guillaumin, T. Mensink, C. Schmid, J. Verbeek.
INRIA-LEARs participation to ImageCLEF 2009, in: Working Notes for the CLEF 2009 Workshop, September 2009
http://lear.inrialpes.fr/pubs/2009/DGMSV09.

[13]

M. Douze, H. Jégou, H. Singh, L. Amsaleg, C. Schmid.
Evaluation of GIST descriptors for web-scale image search, in: International Conference on Image and Video Retrieval, ACM, July 2009
http://lear.inrialpes.fr/pubs/2009/DJSAS09.

[14]

A. Gaidon, M. Marszałek, C. Schmid.
Mining visual actions from movies, in: British Machine Vision Conference, September 2009
http://lear.inrialpes.fr/pubs/2009/GMS09.

[15]

M. Guillaumin, T. Mensink, J. Verbeek, C. Schmid.
TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotation, in: International Conference on Computer Vision, September 2009
http://lear.inrialpes.fr/pubs/2009/GMVS09.

[16]

M. Guillaumin, J. Verbeek, C. Schmid.
Is that you? Metric learning approaches for face identification, in: International Conference on Computer Vision, September 2009
http://lear.inrialpes.fr/pubs/2009/GVS09.

[17]

H. Harzallah, F. Jurie, C. Schmid.
Combining efficient object localization and image classification, in: International Conference on Computer Vision, September 2009
http://lear.inrialpes.fr/pubs/2009/HJS09.

[18]

H. Jégou, M. Douze, C. Schmid.
On the burstiness of visual elements, in: Conference on Computer Vision and Pattern Recognition, June 2009
http://lear.inrialpes.fr/pubs/2009/JDS09a.

[19]

H. Jégou, M. Douze, C. Schmid.
Packing bag-of-features, in: International Conference on Computer Vision, September 2009
http://lear.inrialpes.fr/pubs/2009/JDS09b.

[20]

T. Jiang, F. Jurie, C. Schmid.
Learning shape prior models for object matching, in: Conference on Computer Vision and Pattern Recognition, June 2009
http://lear.inrialpes.fr/pubs/2009/JJS09.

[21]

M. Marszałek, I. Laptev, C. Schmid.
Actions in context, in: Conference on Computer Vision and Pattern Recognition, June 2009
http://lear.inrialpes.fr/pubs/2009/MLS09.

[22]

H. Sandhawalia, H. Jégou.
Searching with expectations, in: International Conference on Acoustics, Speech, and Signal Processing, Signal Processing, March 2010
http://lear.inrialpes.fr/pubs/2010/SJ10, to appear.

[23]

J. Verbeek, M. Guillaumin, T. Mensink, C. Schmid.
Image annotation with TagProp on the MIRFLICKR set, in: ACM Multimedia Information Retrieval, March 2010
http://lear.inrialpes.fr/pubs/2010/VGMS10, to appear.

[24]

H. Wang, M. M. Ullah, A. Kläser, I. Laptev, C. Schmid.
Evaluation of local spatio-temporal features for action recognition, in: British Machine Vision Conference, September 2009
http://lear.inrialpes.fr/pubs/2009/WUKLS09.

National Peer-Reviewed Conference/Proceedings

[25]

M. Guillaumin, T. Mensink, J. Verbeek, C. Schmid.
Apprentissage de distance pour l'annotation d'images par plus proches voisins, in: Reconnaissance des Formes et Intelligence Artificielle, January 2010
http://lear.inrialpes.fr/pubs/2010/GMVS10a, to appear.

[26]

H. Jégou, M. Douze, C. Schmid.
Représentation compacte des sacs de mots pour l'indexation d'images, in: Reconnaissance des Formes et Intelligence Artificielle, January 2010
http://lear.inrialpes.fr/pubs/2010/JDS10, to appear.

Scientific Books (or Scientific Book chapters)

[27]

H. Jégou, M. Douze, C. Schmid.
Recent advance in image search, in: Emerging Trends in Visual Computing, F. Nielsen (editor), Springer, 2009, p. 305–326
http://lear.inrialpes.fr/pubs/2009/JDS09.

[28]

S. Lazebnik, C. Schmid, J. Ponce.
Spatial pyramid matching, in: Object Categorization: Computer and Human Vision Perspectives, S. Dickinson, A. Leonardis, B. Schiele, M. Tarr (editors), Cambridge University Press, 2009, chap. 21, p. 401–415
http://lear.inrialpes.fr/pubs/2009/LSP09.

Internal Reports

[29]

H. Jégou, M. Douze, C. Schmid.
Searching with quantization: approximate nearest neighbor search using short codes and distance estimators, INRIA, August 2009, n^o RR-7020
http://lear.inrialpes.fr/pubs/2009/JDS09d, Technical report.