标题:A Blind Restoration Method for Remote Sensing Images
作者: Shen, Huanfeng; Du, Lijun; Zhang, Liangpei; Gong, Wei
来源出版物:IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 卷:9 期:6 页:1137-1141 出版年:NOV 2012
摘要:This letter proposes a blind image restoration method for the deblurring of remote sensing images. A simple but robust identification method of point spread function (PSF) support is proposed, and a joint estimation method is presented to simultaneously solve the PSF coefficients and restoration image. To narrow the solution space for the best possible definition, the Huber-Markov (Huber-Markov random field) prior model is employed to regularize the two series of unknowns. Experiments were performed to demonstrate the effectiveness of the proposed approach.
文献类型:Article
语种:English
作者关键词:Blind restoration, joint estimation, support identification
扩展关键词:REGULARIZATION APPROACH; DECONVOLUTION; IDENTIFICATION; RESOLUTION; ALGORITHM
通讯作者地址:Shen, HF (通讯作者),Wuhan Univ, Sch Resource & Environm Sci, Wuhan 430079, Peoples R China.
地址:
[Shen, Huanfeng; Du, Lijun]Wuhan Univ, Sch Resource & Environm Sci, Wuhan 430079, Peoples R China
[Zhang, Liangpei; Gong, Wei] Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R China
电子邮件地址shenhf@whu.edu.cn;duzi276@163.com;zlp62@lmars.whu.edu.cn;weigong@lmars.whu.edu.cn" data-ke-src=" mailto:weigong@lmars.whu.edu.cn?>weigong@lmars.whu.edu.cn" data-ke-src=" mailto:weigong@lmars.whu.edu.cn?>weigong@lmars.whu.edu.cn"weigong@lmars.whu.edu.cn
学科类别:Geochemistry & Geophysics; Engineering; Remote Sensing
ISSN:1545-598X