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《Acta Optica Sinica》 2007-09
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Multi-Sensor Image Fusion Based on Improved Laplacian Pyramid Transform

Miao Qiguang Wang Baoshu (School of Computer Science,Xidian University,Xi'an 710071)  
The shortcoming of the traditional Laplacian pyramid(LP) transform is pointed out,and the principle and reconstruction of the improved Laplacian pyramid transform are introduced.The new reconstruction method can restrain the noise produced in the reconstruction process.The noise in the processing of the image fusion is analyzed theoretically and experimentally.The new reconstruction method can restrain the noise in the reconstruction process rather than in the index processing produre.The image fusion framework using the improved Laplacian pyramid transform is proposed and the way to determine the coefficients and the fusion procedure are introduced in detail.The subjective and objective indexes of simulation show that the proposed algorithm works better in preserving the edge and texture information than other Laplacian pyramid methods.
【Fund】: 国防预研项目;; 广西青年科学基金(桂科青0640067)资助课题
【CateGory Index】: TN911.73
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【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 DING Lan(College of Information Science & Technology,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);Multifocus Image Fusion Based on Contorlet Transform[J];Computer Knowledge and Technology;2008-34
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3 Deng Lei Chen Yunhao Li Jing Chen Zhijun (College of Resources Science and Technology, Beijing Normal University, Beijing 100875);Study on Adjustable Image Fusion Method for Remote Sensing[J];Acta Optica Sinica;2005-05
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10 Zhang Qiang Guo Baolong(Institute of Intelligence Control and Image Engineering,School of Electromechanical Engineering,Xidian University,Xi'an 710071);Fusion of Multispectral and Panchromatic Images Based on the Physical Characteristics of Imaging System[J];Acta Optica Sinica;2007-02
【Co-references】
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【Secondary References】
Chinese Journal Full-text Database 1 Hits
1 MI De-ling1,FENG Peng1,2,WEI Biao1,LI Lei-lei1,PAN Ying-jun1(1.Key Laboratory of Opto-electronics Technology & System,Ministry of Education,Chongqing University,Chongqing 400044,China;2.Postdoctoral Research Station of Biomedical Engineering,Chongqing University,Chongqing 400044,China);A non-subsampled non-aliasing contourlet transform and the denoising algorithm with adaptive thresholding[J];Journal of Optoelectronics.Laser;2009-12
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Wu Yan Yang Wanhai (School of Electronics Engineering, Xidian University, Xi′an 710071)Li Ming (Institute of Electronics Engineering, Xidian University, Xi′an 710071);Image Fusion Based on Wavelet Decomposition and Evolutionary Strategy[J];Acta Optica Sinica;2003-06
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