DocumentCode
467775
Title
Fuzzy Blocking Artifacts Reduction Algorithm Based on Human Visual System
Author
Zhao, Wei-bin ; Zhou, Zhi-heng
Author_Institution
Guangdong Police Officers Coll., Guangzhou
Volume
3
fYear
2007
fDate
19-22 Aug. 2007
Firstpage
1626
Lastpage
1630
Abstract
Traditional blocking artifacts reduction algorithm often causes image edges losing. To address this problem, a fuzzy edge-sensitivity blocking artifacts reduction algorithm is proposed. Based on some characteristics of human visual system, this algorithm applies adaptive filter to current pixel by integrating fuzzy logic technique. The experimental results show that this algorithm can obtain better results than traditional ones.
Keywords
artificial intelligence; fuzzy set theory; adaptive filter; fuzzy blocking artifacts reduction algorithm; fuzzy logic technique; human visual system; Cybernetics; Decoding; Discrete cosine transforms; Fuzzy systems; Humans; Image processing; Machine learning; Machine learning algorithms; Transform coding; Visual system; Blocking artifacts; Fuzzy rule; Human visual system;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4244-0973-0
Electronic_ISBN
978-1-4244-0973-0
Type
conf
DOI
10.1109/ICMLC.2007.4370406
Filename
4370406
Link To Document