DocumentCode :
1932923
Title :
New algorithm for preserving edges and removing compression artifacts in low bit-rates wavelet based image
Author :
Du, Kangning ; Lu, Jun ; Yahagi, Toru
Author_Institution :
Grad. Sch. of Sci. & Technol., Chiba Univ.
Volume :
2
fYear :
2006
fDate :
16-20 2006
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 progressive algorithm that focus on preserving the clarity of important image features, such as edges, and reducing the compression artifacts around edges at compression ratios of 100:1 and greater. The algorithm extracts the locations of straight line edges in the image at the encoder, and the decoder applies edge extraction, combination, artifacts reduction and linear edge-enhancement procedure to improve the clarity of the edges. With this algorithm, edges in the images that may be important for recognition are well preserved, and compression artifacts are reduced even at very low bit-rates
Keywords :
data compression; edge detection; feature extraction; image coding; wavelet transforms; aggressive data compression scheme; artifacts reduction; compression artifacts; edge preservation; linear edge-enhancement; low bit rates wavelet based image; Bit rate; Data mining; Decoding; Frequency; Graphics; Image coding; Image edge detection; Image recognition; Streaming media; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, 2006 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9736-3
Electronic_ISBN :
0-7803-9736-3
Type :
conf
DOI :
10.1109/ICOSP.2006.345679
Filename :
4128971
Link To Document :
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