Title :
Patch Based Image Completion for Compression Application
Author :
Yatnalli, Veeramma ; Sudha, K. Lakshmi
Author_Institution :
Dept. of E & C, JSS Acad. Of Tech. Educ., Bangalore, India
Abstract :
A new technique for the filling-in of missing blocks in wireless transmission of block based compressed images is proposed. By intentionally (and automatically) dropping image blocks and using filling-in approach, the performance of the compression ratio can be improved. The approach removes only partial regions in the image and generates a smaller image of same size as the original. This provides the condensed description of an image. Intuitively, the approach at decoder side restores large dropped regions utilizing the correlations between image patches. Thus, patch manipulation technique enhances the compression ratio of still images by recovering the damaged portions of an image.
Keywords :
image coding; image restoration; block based compressed images; compression application; compression ratio; condensed description; damaged portions; dropped regions; filling-in approach; image blocks; image patches; missing blocks; partial regions; patch based image completion; patch manipulation technique; still images; wireless transmission; Correlation; Image coding; Image edge detection; Image reconstruction; PSNR; Redundancy; Visualization; Compression; Image Patches; Inpainting;
Conference_Titel :
Signal and Image Processing (ICSIP), 2014 Fifth International Conference on
Conference_Location :
Jeju Island
DOI :
10.1109/ICSIP.2014.20