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
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;
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
DOI :
10.1109/ICMLC.2007.4370406