Title :
Spatiotemporal subband/wavelet coding of video with object-based motion information
Author :
Han, Soo-Chul ; Woods, John W.
Author_Institution :
Center for Image Process. Res., Troy, NY, USA
Abstract :
We present a novel object-based spatiotemporal (3-D) subband/wavelet coding scheme for very low bit-rate video compression. First, the image sequence is segmented into objects based on motion and color. The objects are then independently decomposed by subband/wavelet analysis, both in the temporal and spatial domain. The temporal analysis is greatly facilitated over existing methods by the object-based representation. Each object´s subband/wavelet coefficients are then quantized according to a bit allocation scheme based on the generalised BFOS algorithm. Simulations at very low bit-rates indicate competitive performance to classical motion-compensated predictive (MCP) coding schemes, while allowing the flexibility of frame-rate scalability
Keywords :
data compression; image colour analysis; image representation; image segmentation; image sequences; motion compensation; motion estimation; transform coding; video coding; wavelet transforms; bit allocation scheme; frame-rate scalability; generalised BFOS algorithm; image color; image segmentation; image sequence; motion-compensated predictive coding; object-based motion information; object-based representation; performance; quantization; simulations; spatial domain; spatiotemporal subband/wavelet coding; subband/wavelet analysis; subband/wavelet coefficients; temporal domain; very low bit-rate video compression; Bit rate; Image segmentation; Image sequences; Predictive models; Scalability; Spatiotemporal phenomena; Video compression; Wavelet analysis; Wavelet coefficients; Wavelet domain;
Conference_Titel :
Image Processing, 1997. Proceedings., International Conference on
Conference_Location :
Santa Barbara, CA
Print_ISBN :
0-8186-8183-7
DOI :
10.1109/ICIP.1997.638850