Lazy Users and Automatic Video Retrieval Tools in (the) Lowlands

This paper describes our participation in the TREC Video Retrieval evaluation. Our approach uses two complementary automatic approaches (the first based on visual content, the other on transcripts), to be refined in an interactive setting. The experiments focused on revealing relationships between (1) different modalities, (2) the amount of human processing, and (3) the quality of the results.

[1]  Djoerd Hiemstra,et al.  Twenty-One at TREC7: Ad-hoc and Cross-Language Track , 1998, TREC.

[2]  A. P. deVries The Mirror DBMS at TREC-9 , 2000 .

[3]  Wessel Kraaij,et al.  TNO-UT at TREC-9: How Different are Web Documents? , 2000, TREC.

[4]  Arjen P. de Vries,et al.  The Mirror DBMS at TREC-8 , 1999, TREC.

[5]  Philippe Joly,et al.  Efficient automatic analysis of camera work and microsegmentation of video using spatiotemporal images , 1996, Signal Process. Image Commun..

[6]  Steve Renals,et al.  Proceedings of the Ninth Text REtrieval Conference , 2001 .

[7]  Marcel Worring,et al.  Segmentation of color documents by line oriented clustering using spatial information , 1999, Proceedings of the Fifth International Conference on Document Analysis and Recognition. ICDAR '99 (Cat. No.PR00318).

[8]  Martin L. Kersten,et al.  Exact matching in image databases , 2001, IEEE International Conference on Multimedia and Expo, 2001. ICME 2001..

[9]  Shih-Fu Chang,et al.  VisualSEEk: a fully automated content-based image query system , 1997, MULTIMEDIA '96.

[10]  Djoerd Hiemstra,et al.  Using language models for information retrieval , 2001 .

[11]  Ruud M. Bolle,et al.  Comparison of distance measures for video copy detection , 2001, IEEE International Conference on Multimedia and Expo, 2001. ICME 2001..

[12]  Marcel Worring,et al.  Content-Based Image Retrieval at the End of the Early Years , 2000, IEEE Trans. Pattern Anal. Mach. Intell..

[13]  D. Rubin,et al.  Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .

[14]  Takeo Kanade,et al.  Neural Network-Based Face Detection , 1998, IEEE Trans. Pattern Anal. Mach. Intell..

[15]  Arnold W. M. Smeulders,et al.  Color Invariance , 2001, IEEE Trans. Pattern Anal. Mach. Intell..