Title :
Automatic video summarization for wireless and mobile environments
Author :
Rao, Yong ; Mundur, Padmavathi ; Yesha, Yelena
Author_Institution :
Dept. of Comput. Sci.& Electr. Eng., Maryland Univ., Baltimore, MD, USA
Abstract :
In this paper, we propose a novel video summarization technique using which we can automatically generate high quality video summaries suitable for wireless and mobile environments. The significant contribution of this paper lies in the proposed clustering scheme. We use Delaunay diagrams to cluster multidimensional point data corresponding to the frame contents of the video. In contrast to the existing clustering techniques used for summarization, our clustering algorithm is fully automatic and well suited for batch processing. We illustrate the quality of our clustering and summarization scheme in an experiment using several video clips.
Keywords :
batch processing (computers); image sequences; mesh generation; mobile radio; video signal processing; Delaunay diagram; automatic video summarization; batch processing; clustering scheme; multidimensional point data cluster; video clip; video frame content; wireless mobile environment; Clustering algorithms; Clustering methods; Computer science; Graph theory; Gunshot detection systems; Mobile computing; Multidimensional systems; Multimedia communication; Video sequences;
Conference_Titel :
Communications, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8533-0
DOI :
10.1109/ICC.2004.1312767