Bayesian iterative postprocessing algorithm for DWT-based compressed image

CORC > 自动化研究所 > 中国科学院自动化研究所 > 智能制造技术与系统研究中心 > 多维数据分析团队

	Bayesian iterative postprocessing algorithm for DWT-based compressed image
	Wen, Wei; Wang, Xuelin; Peng, Silong,; Wen Wei
刊名	Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics
	2005
卷号	17 期号:(9)页码:2015-2021
关键词	Compressed Image Postprocessing / bayesian / convolution / iteration / maximum a Posteriori
英文摘要	In this paper, a new postprocessing method based on Bayesian theory is proposed to alleviate the blurring effect and remove the ringing effect of a compressed image. Different from traditional method, blurring effect is considered especially at low bit-rate. The compression is equivalent to the blurring processing followed by adding bias, based on which the new postprocessing model is established. An iterative solution is proposed after proper simplification and the parameter selection is discussed. At last, lots of numerical experiments are performed, and the results show that both the subjective perceived quality and the objective evaluation are improved.
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/12998]
专题	自动化研究所_智能制造技术与系统研究中心_多维数据分析团队
通讯作者	Wen Wei
推荐引用方式 GB/T 7714	Wen, Wei,Wang, Xuelin,Peng, Silong,,et al. Bayesian iterative postprocessing algorithm for DWT-based compressed image[J]. Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics,2005,17((9)):2015-2021.
APA	Wen, Wei,Wang, Xuelin,Peng, Silong,,&Wen Wei.(2005).Bayesian iterative postprocessing algorithm for DWT-based compressed image.Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics,17((9)),2015-2021.
MLA	Wen, Wei,et al."Bayesian iterative postprocessing algorithm for DWT-based compressed image".Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics 17.(9)(2005):2015-2021.