Title :
Region-based adaptive DWT video coding using dense motion field
Author :
Lin, Shu ; Shi, Yun Q.
Author_Institution :
Dept. of Electr. & Comput. Eng., New Jersey Inst. of Technol., Newark, NJ, USA
Abstract :
In this paper, we present a new algorithm of video coding for very low bit-rate applications. The algorithm is based on: (1) dense motion field, which can achieve better motion compensation than sparse (say, block-wise) motion field; (2) DCT applied to the dense motion field to drastically save overhead information; (3) region-based segmentation with morphological techniques which can segment video frames into different regions according to their content significance; (4) discrete wavelet transform (DWT) applied to residual data with adaptive bit allocation. Consequently, this algorithm avoids annoying block artifacts, thus making reconstructed video frames much more visually pleasant, while maintains similar bit-rate to H.263
Keywords :
adaptive codes; image reconstruction; image segmentation; motion compensation; video coding; wavelet transforms; dense motion field; discrete wavelet transform; morphological techniques; motion compensation; region-based segmentation; segmentation; very low bit-rate; video coding; Bit rate; Discrete cosine transforms; Discrete wavelet transforms; IEC standards; ISO standards; Image coding; Image reconstruction; Motion compensation; Video coding; Video sequences;
Conference_Titel :
Multimedia Signal Processing, 1997., IEEE First Workshop on
Conference_Location :
Princeton, NJ
Print_ISBN :
0-7803-3780-8
DOI :
10.1109/MMSP.1997.602632