Real-time image deblurring by optoelectronic hybrid processing

被引：4
|
作者：
Qian, Yixian [1 ]
Hu, Fangrong [2 ]
Cheng, Xiaowei [1 ]
Jin, Weimin [1 ]
机构：
[1] Zhejiang Normal Univ, Inst Informat Opt, Jinhua 321004, Peoples R China
[2] Guilin Univ Elect Technol, Coll Elect Engn & Automat, Guilin 540114, Peoples R China
来源：
APPLIED OPTICS | 2011年 / 50卷 / 33期
基金：
中国国家自然科学基金;
关键词：
JOINT-TRANSFORM CORRELATOR; MOTION-BLURRED IMAGES; BLIND DECONVOLUTION; RESTORATION; RECOGNITION; PERFORMANCE; FILTERS; SYSTEM;
D O I：
10.1364/AO.50.006184
中图分类号：
O43 [光学];
学科分类号：
070207 ; 0803 ;
摘要：
An efficient approach is presented to restore a motion-blurred image in real time by optoelectronic hybrid processing, by which an image motion vector can be effectively detected and an accurate point spread function is constructed rapidly. A simple Wiener filter algorithm is employed to restore the blurred image. It greatly alleviates the complexity of the restoration algorithm. The proposed approach can apply to arbitrary motion-blurred image restoration. An optoelectronic hybrid joint transform correlation is constructed to verify the efficiency. The experimental results show that the proposed method has distinct advantages of preferable effect and good real time. (C) 2011 Optical Society of America
引用
收藏
页码：6184 / 6188
页数：5
相关论文
共 50 条
  • [1] Real-time edge detection by hybrid image processing
    Mori, Kunihiko
    Murata, Kazumi
    [J]. Optical Computing and Processing, 1992, 2 (02):
  • [2] Parallel nonlinear optoelectronic image processing for real-time motion detection
    Vorontsov, MA
    Samson, BA
    [J]. OPTICAL ENGINEERING, 1999, 38 (03) : 558 - 563
  • [3] Pyramid Architecture Search for Real-Time Image Deblurring
    Hu, Xiaobin
    Ren, Wenqi
    Yu, Kaicheng
    Zhang, Kaihao
    Cao, Xiaochun
    Liu, Wei
    Menze, Bjoern
    [J]. 2021 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2021), 2021, : 4278 - 4287
  • [4] Evaluation of image deblurring algorithms for real-time applications
    Farulla, Giuseppe Airo
    Indaco, Marco
    Rolfo, Daniele
    Russo, Ludovico Orlando
    Trotta, Pascal
    [J]. 2014 9TH IEEE INTERNATIONAL CONFERENCE ON DESIGN & TECHNOLOGY OF INTEGRATED SYSTEMS IN NANOSCALE ERA (DTIS 2014), 2014,
  • [5] Real-time image processing
    [J]. Nature Methods, 2013, 10 (9) : 821 - 821
  • [6] Single Image Deblurring for a Real-Time Face Recognition System
    Heflin, Brian
    Parks, Brian
    Scheirer, Walter
    Boult, Terrance
    [J]. IECON 2010 - 36TH ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2010,
  • [7] Spectral image processing in real-time
    Matthias F. Carlsohn
    [J]. Journal of Real-Time Image Processing, 2006, 1 : 25 - 32
  • [8] Real-Time Continuous Image Processing
    Sacht, Leonardo
    Nehab, Diego
    de Lima, Rodolfo Schulz
    [J]. INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, 2018, 18 (03)
  • [9] Spectral image processing in real-time
    Carlsohn, Matthias F.
    [J]. JOURNAL OF REAL-TIME IMAGE PROCESSING, 2006, 1 (01) : 25 - 32
  • [10] HABE real-time image processing
    Krainak, JC
    [J]. ACQUISITION, TRACKING, AND POINTING XIII, 1999, 3692 : 14 - 22
12345