Title :
Object-based fractal coding of video sequence
Author :
Shiping Zhu ; Belloulata, Kamel ; Amina, B. ; Yang Gao
Author_Institution :
BeiHang Univ., China
Abstract :
Summary form only given. In order to realize the efficient and economical transmission/storage of video sequences, and also the object-based functionality of MPEG-4, we propose a new video sequence compression scheme. The CPM/NCIM fractal coding scheme is applied on each object independently by a prior image segmentation map (alpha plane) which is exactly the same as defined in MPEG-4. We encode the first frames of the video sequence as a "set" using circular prediction mapping (CPM) and encode the remaining frames using noncontractive interframe mapping (NCIM). The CPM and NCIM accomplish the motion estimation/compensation which can exploit the high temporal correlations between the adjacent frames of the video sequence. The tested results with a nature video sequence provides promising performances at low bit rate coding, such as applications in video conferencing. We believe it will be a powerful and efficient technique for object-based video sequence coding.
Keywords :
correlation methods; fractals; image segmentation; motion compensation; motion estimation; video coding; CPM/NCIM fractal coding scheme; MPEG-4; adjacent frame temporal correlation; alpha plane image segmentation map; circular prediction mapping; low bit rate coding; motion compensation; motion estimation; noncontractive interframe mapping; object-based fractal coding; video conferencing; video sequence coding; video sequence compression; Economic forecasting; Fractals; Image coding; Image segmentation; MPEG 4 Standard; Motion estimation; Performance evaluation; Power generation economics; Testing; Video sequences;
Conference_Titel :
Nonlinear Signal and Image Processing, 2005. NSIP 2005. Abstracts. IEEE-Eurasip
Conference_Location :
Sapporo
Print_ISBN :
0-7803-9064-4
DOI :
10.1109/NSIP.2005.1502250