Title :
Perceptual JPEG2000 Compliant Coding for Color Images
Author_Institution :
Inf. Educating Center, Taiwan Hospitality & Tourism Coll., Taiwan
Abstract :
In this paper, a perceptual JPEG2000 compliant coder based on the just noticeable distortion (JND) for the color images is presented. Since the human visual perception to color visual signals has a limited sensitivity, any change below the visibility threshold cannot be detected by human eyes. We therefore propose a new color JND estimator to incorporate into the design of the perceptual JPEG2000 coder. Without introducing the perceptual distortion into input signals, the dynamic range of input signals in each color component of the color image is reduced to increase the compression performance. In the simulation results, the bit rate required by the perceptual JPEG2000 compliant coder is lower than that required by the standard JPEG2000 coder at the perceptually loss less visual quality of the reconstructed color image.
Keywords :
data compression; image coding; image colour analysis; image reconstruction; visual perception; color JND estimator; color image reconstruction; color visual signal; human eye detection; human visual perception; just noticeable distortion; perceptual JPEG2000 compliant coding; perceptual signal distortion; perceptually lossless visual quality; visibility threshold; Bit rate; Color; Image coding; Image color analysis; Image reconstruction; Transform coding; Visualization;
Conference_Titel :
Information Management, Innovation Management and Industrial Engineering (ICIII), 2011 International Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-61284-450-3
DOI :
10.1109/ICIII.2011.387