Image displacement detection using double phase-encoded joint transform correlator based on wavelet denoising

被引:1
作者
Ge, Peng [1 ]
Li, Qi [1 ]
Feng, Huajun [1 ]
Xu, Zhihai [1 ]
机构
[1] Zhejiang Univ, State Key Lab Modern Opt Instrumentat, Hangzhou 310027, Peoples R China
来源
OPTIK | 2012年 / 123卷 / 10期
关键词
Image process; Image stabilization; Wavelet transform; Lack of exposure; Double phase-encoded; Joint transform correlator (JTC); COMPENSATION; PERFORMANCE; PLANE;
D O I
10.1016/j.ijleo.2011.07.008
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Since double phase-encoded joint transform correlator (DPEJTC) cannot directly detect the motion between image frames of a video sequence with inadequate exposure, an image displacement detection method using DPEJTC based on log-Gabor wavelet denoising is proposed. The method uses a log-Gabor wavelet transform to denoise the reference and the target image obtained in the condition lack of enough exposure, preserving the phase information of them. Experimental results show that the method can successfully accomplish the motion detection. The technology improves the detection ability in conditions of low illumination and low contrast, showing great promise for motion detection under these circumstances. A possible hybrid electronic-optic setup is proposed. (C) 2011 Elsevier GmbH. All rights reserved.
引用
收藏
页码:932 / 936
页数:5
相关论文
共 16 条
[1]   FRINGE-ADJUSTED JOINT TRANSFORM CORRELATION [J].
ALAM, MS ;
KARIM, MA .
APPLIED OPTICS, 1993, 32 (23) :4344-4350
[2]   Digital image translational and rotational motion stabilization using optical flow technique [J].
Chang, JY ;
Hu, WF ;
Cheng, MH ;
Chang, BS .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2002, 48 (01) :108-115
[3]   ASYMPTOTIC WAVELET AND GABOR ANALYSIS - EXTRACTION OF INSTANTANEOUS FREQUENCIES [J].
DELPRAT, N ;
ESCUDIE, B ;
GUILLEMAIN, P ;
KRONLANDMARTINET, R ;
TCHAMITCHIAN, P ;
TORRESANI, B .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1992, 38 (02) :644-664
[4]   RELATIONS BETWEEN THE STATISTICS OF NATURAL IMAGES AND THE RESPONSE PROPERTIES OF CORTICAL-CELLS [J].
FIELD, DJ .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1987, 4 (12) :2379-2394
[5]   Extension of phase correlation to subpixel registration [J].
Foroosh, H ;
Zerubia, JB ;
Berthod, M .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2002, 11 (03) :188-200
[6]   Optimal projection of 2-D displacements for 3-D translational motion estimation [J].
Garcia, C ;
Tziritas, G .
IMAGE AND VISION COMPUTING, 2002, 20 (11) :793-804
[7]  
[葛鹏 Ge Peng], 2009, [光学学报, Acta Optica Sinica], V29, P1796
[8]   Performance analysis of opto-mechatronic image stabilization for a compact space camera [J].
Janschek, K. ;
Tchernykh, V. ;
Dyblenko, S. .
CONTROL ENGINEERING PRACTICE, 2007, 15 (03) :333-347
[9]  
Janschek K, 2005, IEEE ASME INT C ADV, P1437
[10]   Compensation of focal plane image motion perturbations with optical correlator in feedback loop [J].
Janschek, K ;
Tchernykh, V ;
Dyblenko, S ;
Flandin, G ;
Harnisch, B .
SENSORS, SYSTEMS, AND NEXT-GENERATION SATELLITES VIII, 2004, 5570 :280-288