DocumentCode
432484
Title
Integration of motion and image features for automatic video object segmentation
Author
Wei, Wei ; Ngan, King N.
Author_Institution
Dept. of Electron. Eng., Chinese Univ. of Hong Kong, Shatin, China
Volume
1
fYear
2004
fDate
24-27 Oct. 2004
Firstpage
361
Abstract
The paper presents an automatic video segmentation algorithm concerning multiple features. The k-median algorithm is employed to partition an image into a set of homogenous regions. The location of moving objects is determined by change detection and tracked by using region descriptors. Experiments have been carried out on several video sequences and results have shown the efficiency of this approach.
Keywords
feature extraction; image segmentation; motion estimation; video signal processing; automatic video object segmentation; change detection; homogenous region image partitioning; k-medians clustering algorithm; motion/image feature integration; moving object location; multiple features; region descriptor based tracking; region merging; spatial segmentation; video sequences; Change detection algorithms; Image segmentation; Layout; Object detection; Object segmentation; Partitioning algorithms; Shape; Tracking; Video compression; Video sequences;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2004. ICIP '04. 2004 International Conference on
ISSN
1522-4880
Print_ISBN
0-7803-8554-3
Type
conf
DOI
10.1109/ICIP.2004.1418765
Filename
1418765
Link To Document