Translator Disclaimer
Paper
29 December 2000 Efficient algorithm for video sequence matching using the Hausdorff distance and the directed divergence
Author Affiliations +
Proceedings Volume 4310, Visual Communications and Image Processing 2001; (2000) https://doi.org/10.1117/12.411855
Event: Photonics West 2001 - Electronic Imaging, 2001, San Jose, CA, United States
Abstract
To manipulate large video databases, effective video indexing and retrieval are required. While most algorithms for video retrieval can be used for frame-wise user query or video content query, video sequence matching has not been investigated much. In this paper, we propose an efficient algorithm to match the video sequences using the modified Hausdorff distance, and a video indexing method using the directed divergence of histograms between successive frames. To effectively match the video sequences and to reduce the computational complexity, we use the key frames extracted by the cumulative directed divergence, and compare the set of key frames, using the Hausdorff distance. Experimental results show that the proposed video sequence matching and video indexing algorithms using the Hausdorff distance and the directed divergence yield the remarkably high accuracy and performances compared with conventional algorithms such as histogram difference or histogram intersection methods.
© (2000) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Sang Hyun Kim and Rae-Hong Park "Efficient algorithm for video sequence matching using the Hausdorff distance and the directed divergence", Proc. SPIE 4310, Visual Communications and Image Processing 2001, (29 December 2000); https://doi.org/10.1117/12.411855
PROCEEDINGS
8 PAGES


SHARE
Advertisement
Advertisement
RELATED CONTENT

Nonlinear approach to shot boundary detection
Proceedings of SPIE (December 22 2000)
Dynamic video summarization of home video
Proceedings of SPIE (December 23 1999)
Feature management for large video databases
Proceedings of SPIE (April 14 1993)
ViBE video database system: an update and further studies
Proceedings of SPIE (December 23 1999)

Back to Top