Title :
Reduction of coding artifacts in transform image coding by using local statistics of transform coefficients
Author :
Choy, Steven S O ; Chan, Yuk-Nee
Author_Institution :
Dept. of Electron. Eng., Hong Kong Polytech. Univ., Kowloon, Hong Kong
Abstract :
This paper proposes a new approach to reduce coding artifacts in transform image coding. We approach the problem in an estimation of each transform coefficient from the quantized data by using its local mean and variance. The proposed method can greatly reduce coding artifacts of low bit-rate coded images, and at the same time guarantee that the resulting image satisfies the quantization error constraint
Keywords :
image coding; quantisation (signal); transform coding; coding artifacts; local mean; local statistics; quantization error constraint; quantized data; transform coefficients; transform image coding; Additive noise; Bit rate; Decoding; Filtering; Image coding; Image reconstruction; Low pass filters; Quantization; Signal to noise ratio; Statistics;
Conference_Titel :
Circuits and Systems, 1997. ISCAS '97., Proceedings of 1997 IEEE International Symposium on
Print_ISBN :
0-7803-3583-X
DOI :
10.1109/ISCAS.1997.621940