Indexing and retrieval papers

Tutorials

· Datta, Joshi, Li, Wang "Image Retrieval - Ideas, Influences and Trends of the New Age," ACM Computing Surveys, vol 4, Issue 2, April 2008. (.pdf) .

· Snoek and Worring, "Multimodal video indexing: A review of the state-of-the-art," Multimedia tools and applications, vol 25, issue 1 2005. (.pdf) .

Feature Selection

· Deselaers, Keysers and Ney, "Features for image retrieval: an experimental comparison," Information Retrieval, 11:77-107, 2008. (.pdf) .

Image and video retrieval systems

· Amir etal, "IBM research TRECVID-2006 video retrieval system," Proc. TRECVID Workshop, 2006. (.pdf) . (also see IBM group's similar "progress report" papers in 2003 and 2005).

· Loccoz etal, "Handling temporal heterogeneous data for content-based management of large video collections," Multimedia Tools Appl vol. 31, pp. 309-325, 2006. (.pdf) .

Databases

· J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li and L. Fei-Fei. ImageNet: A Large-Scale Hierarchical Image Database. Computer Vision and Pattern Recognition (CVPR) 2009..(pdf).

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Contact Information:

Prof. Alfred O. Hero III ,
Dept. of Electrical Engineering and Computer Science
The University of Michigan
1301 Beal Avenue
Ann Arbor, MI 48109-2122
Tel. (734) 763-0564
FAX: (734) 763-8041
WWW: http://www.eecs.umich.edu/~hero/hero.html
email: