Title :
Post-Processing for Restoring Edges and Removing Artifacts of Low Bit Rates Wavelet-Based Image
Author :
Du, Ke ; Lu, Jianming ; Sekiya, Hiroo ; Sun, Yan ; Yahagi, Takashi
Author_Institution :
Graduate Sch. of Sci. & Technol., Chiba Univ.
Abstract :
Compression artifacts are the results of an aggressive data compression scheme applied to an image that discards some data which is determined by an algorithm to be of lesser importance to the overall content but which is nonetheless discernible and objectionable to the user. In this paper we present a post-processing algorithm that focus on restoring the clarity of edges and removing the compression artifacts around edges at compression ratios of 200:1 and greater. At the decoder, the algorithm extracts the locations of edges from reconstructed image and classifies the pixels surrounding the edges for removing compression ringing artifacts, then applies a linear procedure to restore the clarity of the edges
Keywords :
data compression; image classification; image coding; image denoising; image restoration; wavelet transforms; aggressive data compression scheme; compression artifact removal; compression ringing artifacts; edge restoration post-processing; image reconstruction; low bit rate wavelet-based image; Bit rate; Discrete wavelet transforms; Frequency; Image coding; Image reconstruction; Image restoration; Quantization; Signal processing algorithms; Wavelet coefficients; Wavelet transforms;
Conference_Titel :
Intelligent Signal Processing and Communications, 2006. ISPACS '06. International Symposium on
Conference_Location :
Yonago
Print_ISBN :
0-7803-9732-0
Electronic_ISBN :
0-7803-9733-9
DOI :
10.1109/ISPACS.2006.364796