Title :
A POCS-based method for reducing artifacts in BDCT compressed images
Author :
Zou, Ju Jia ; Yan, Hong
Author_Institution :
Sch. of Electr. & Inf. Eng., Sydney Univ., NSW, Australia
Abstract :
The theory of projection onto convex sets (POCS) is applied to reduce blocking artifacts in compressed images coded by the block discrete cosine transform (BDCT). An image before compression is simulated by a triangular mesh, which is the basis of a proposed smoothness constraint set. The mesh is constructed by dividing each block into a set of triangles. The proposed method outperforms four existing methods subjectively and objectively.
Keywords :
data compression; discrete cosine transforms; image coding; artifacts reduction; block discrete cosine transform; blocking artifacts; compressed images; projection onto convex sets; smoothness constraint set; Councils; Digital images; Hilbert space; Image coding; Image converters; Information technology; Low pass filters; MPEG 4 Standard; Transform coding; Video compression;
Conference_Titel :
Pattern Recognition, 2002. Proceedings. 16th International Conference on
Print_ISBN :
0-7695-1695-X
DOI :
10.1109/ICPR.2002.1048286