DocumentCode
381335
Title
Extracting coarse boundary features for video processing
Author
Aygun, Ramazan S. ; Zhang, Aidong
Author_Institution
Dept. of Comput. Sci. & Eng., State Univ. of New York, USA
Volume
2
fYear
2002
fDate
2002
Firstpage
65
Abstract
We present a method to extract coarse boundary features from discrete cosine transform (DCT) compressed blocks. Video sequences usually contain enormous data for video processing. Decompressing data and then processing uncompressed data is computational intensive. Moreover, this may yield erroneous results due to processing unnecessary data. Our goal is to extract coarse boundary features without decompressing original data, and then to eliminate insignificant blocks for decompressing. The extracted features provide information about the smoothness, the boundary visibility, and the boundary structure of a block. We give an application of using coarse features for video object segmentation.
Keywords
data compression; discrete cosine transforms; edge detection; feature extraction; image segmentation; image sequences; transform coding; video coding; DCT compressed blocks; boundary structure; boundary visibility; coarse boundary features extraction; discrete cosine transform; smoothness; video coding standard; video decompression; video object segmentation; video processing; video sequences; Computer science; Data mining; Discrete cosine transforms; Feature extraction; Image edge detection; MPEG 4 Standard; Object segmentation; Transform coding; Video compression; Video sequences;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia and Expo, 2002. ICME '02. Proceedings. 2002 IEEE International Conference on
Print_ISBN
0-7803-7304-9
Type
conf
DOI
10.1109/ICME.2002.1035402
Filename
1035402
Link To Document