Title :
A novel DPCM algorithm using a nonlinear operator
Author :
Yu, Tian-Hu ; Mitra, Sanjit K.
Author_Institution :
Dept. of Inf. Eng., Chinese Univ. of Hong Kong, Shatin, Hong Kong
Abstract :
Differential pulse-code modulation (DPCM) has found many applications in both intraframe and interframe coding of images. To improve its performance, several adaptive techniques have been introduced, but they make the resulting DPCM systems very complicated. In this work, we introduce a nonlinear scheme of predictive coding to exploiting spatial redundancy and amplitude redundancy of images based on the characteristics of the human visual system. The proposed scheme consists of a novel nonlinear algorithm to generate new information and a new compandor model of uniform quantization
Keywords :
adaptive codes; adaptive signal processing; compandors; differential pulse code modulation; image coding; prediction theory; quantisation (signal); visual perception; DPCM algorithm; adaptive techniques; amplitude redundancy; compandor model; differential pulse-code modulation; human visual system; image coding; interframe coding; intraframe coding; nonlinear algorithm; nonlinear operator; performance; predictive coding; spatial redundancy; uniform quantization; Application software; Decoding; Delta modulation; Dynamic range; Humans; Image coding; Modulation coding; Predictive coding; Pulse modulation; Redundancy;
Conference_Titel :
Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference
Conference_Location :
Austin, TX
Print_ISBN :
0-8186-6952-7
DOI :
10.1109/ICIP.1994.413722