Image Restoration for Single Blurred Image

被引：0
|
作者：
Sun Shaojie [1 ]
Wu Qiong [1 ]
Li Guohui [1 ]
机构：
[1] Natl Univ Def Technol, Coll Informat Syst & Management, Changsha, Hunan, Peoples R China
来源：
2009 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND INTELLIGENT SYSTEMS, PROCEEDINGS, VOL 4 | 2009年
关键词：
blind image restoration; variational Bayesian; motion blur; camera shake;
D O I：
10.1109/ICICISYS.2009.5357629
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A blind image restoration algorithm is proposed to deblur the camera-shake blurred image based on the variational Bayesian theory. Experimental results on the real blurred images, show that the algorithm can remove the camera-shake motion blur, and improve the algorithm's efficiency, while preserve the image edges and details well.
引用
收藏
页码：491 / 494
页数：4
相关论文
共 50 条
  • [1] Image Restoration From a Single Blurred Photograph
    Yang, Li
    2016 3RD INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE), 2016, : 405 - 409
  • [2] Underwater image transmission and blurred image restoration
    Liu, ZS
    Yu, YF
    Zhang, KL
    Huang, HL
    OPTICAL ENGINEERING, 2001, 40 (06) : 1125 - 1131
  • [3] Motion Blurred Image Restoration
    Jia, Shuai
    Wen, Jie
    2013 6TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP), VOLS 1-3, 2013, : 384 - 389
  • [4] An Accelerated Motion Blurred Star Restoration Based on Single Image
    Jiang, Jie
    Huang, Junnan
    Zhang, Guangjun
    IEEE SENSORS JOURNAL, 2017, 17 (05) : 1306 - 1315
  • [5] Iterative PCA Approach for Blind Restoration of Single Blurred Image
    Nakamura, Ryotaro
    Mitsukura, Yasue
    Hamada, Nozomu
    2013 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATIONS SYSTEMS (ISPACS), 2013, : 543 - 546
  • [6] Research on Motion Blurred Image Restoration
    Li, Bing
    Zhan, ZhenHuan
    2012 5TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP), 2012, : 1307 - 1311
  • [7] RESTORATION OF PHOTOGRAPHS BLURRED BY IMAGE MOTION
    SLEPIAN, D
    BELL SYSTEM TECHNICAL JOURNAL, 1967, 46 (10): : 2353 - +
  • [8] HDSGI adaptive restoration of blurred image
    Li, Qing-Wu, 1600, Chinese Institute of Electronics (36):
  • [9] Exposing Blurred Image Forgeries through Blind Image Restoration
    Zeng, Feng
    Wang, Wei
    Tang, Min
    Cao, Zhanghua
    2015 10TH INTERNATIONAL CONFERENCE ON P2P, PARALLEL, GRID, CLOUD AND INTERNET COMPUTING (3PGCIC), 2015, : 466 - 469
  • [10] Restoration of Video Frames from a Single Blurred Image with Motion Understanding
    Argaw, Dawit Mureja
    Kim, Junsik
    Rameau, Francois
    Zhang, Chaoning
    Kweon, In So
    2021 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, CVPRW 2021, 2021, : 701 - 710
12345