Wavelet-Based Image Registration

被引：4

作者：

Paulson, Christopher ^{[1
]}

Ezekiel, Soundararajan ^{[2
]}

Wu, Dapeng ^{[1
]}

机构：

[1] Univ Florida, Dept Elect & Comp Engn, Gainesville, FL 32611 USA

[2] Indiana Univ Penn, Dept Comp Sci, Indiana, PA 15705 USA

来源：

EVOLUTIONARY AND BIO-INSPIRED COMPUTATION: THEORY AND APPLICATIONS IV | 2010年 / 7704卷

关键词：

Wavelets; image registration; Remote Sensing; multi-modality;

D O I：

10.1117/12.851210

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Image registration is a fundamental enabling technology in computer vision. Developing an accurate image registration algorithm will significantly improve the techniques for computer vision problems such as tracking, fusion, change detection, autonomous navigation. In this paper, our goal is to develop an algorithm that is robust, automatic, can perform multi-modality registration, reduces the Root Mean Square Error (RMSE) below 4, increases the Peak Signal to Noise Ratio (PSNR) above 34, and uses the wavelet transformation. The preliminary results show that the algorithm is able to achieve a PSNR of approximately 36.7 and RMSE of approximately 3.7. This paper provides a comprehensive discussion of wavelet-based registration algorithm for Remote Sensing applications.

引用

页数：12

共 25 条

[1]

[Anonymous], ACM COMPUTING SURVEY

[2]

Bejar C., 2005, P SOC PHOTO-OPT INS, V5909, P506

[3]

Corvi M., 1995, IM PROC 1995 P INT C, V3

[4]

DJAMDJI JP, 1993, PHOTOGRAMM ENG REM S, V59, P645

[5]

Elfouly F., 2006, INT J COMPUT INF SCI, V2, P1047

[6]

Fauqueur J., 2006, P IEEE INT C IM PROC

[7] RANDOM SAMPLE CONSENSUS - A PARADIGM FOR MODEL-FITTING WITH APPLICATIONS TO IMAGE-ANALYSIS AND AUTOMATED CARTOGRAPHY [J].

FISCHLER, MA ;

BOLLES, RC .

COMMUNICATIONS OF THE ACM, 1981, 24 (06) :381-395

[8] Automatic registration of satellite images [J].

Fonseca, LMG ;

Costa, MHM .

X BRAZILIAN SYMPOSIUM ON COMPUTER GRAPHICS AND IMAGE PROCESSING, PROCEEDINGS, 1997, :219-226

[9]

Gonzalez RC, 2008, Digital Image Processing

[10]

Goshtasby AA, 2005, 2-D AND 3-D IMAGE REGISTRATION FOR MEDICAL, REMOTE SENSING, AND INDUSTRIAL APPLICATIONS, P1

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