14 December 2015 An aerial remote sensing image's mosaic approach using multi-layer wavelet fusion based on structure similarity
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Proceedings Volume 9815, MIPPR 2015: Remote Sensing Image Processing, Geographic Information Systems, and Other Applications; 981508 (2015) https://doi.org/10.1117/12.2205645
Event: Ninth International Symposium on Multispectral Image Processing and Pattern Recognition (MIPPR2015), 2015, Enshi, China
Abstract
In order to solve the problems that image’s entropy of information decline obviously and boundary line phenomenon appear obviously in the processing of aerial remote sensing image’s mosaic, an image mosaic approach is presented in this paper, which uses wavelet image fusion based on structure similarity and is capable of creating seamless mosaics in real-time. The approach consists of three steps. First, the overlapping area of two aerial images is extracted. Then, the two overlapping area images are fused adaptively by the method of multi-layer wavelet decomposition based on the structure similarity and appointed regulation. Finally, weighted average fusion is used again to avoid the visible boundary line for the both sides of the boundary of the above fusion image. Experimental results show the entropy of information, sharpness and standard deviation have been improved significantly, and the boundary line has been eliminated observably.
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Li Wei, Li Wei, Junsheng Shi, Junsheng Shi, Xiaoqiao Huang, Xiaoqiao Huang, Huimei Ding, Huimei Ding, "An aerial remote sensing image's mosaic approach using multi-layer wavelet fusion based on structure similarity", Proc. SPIE 9815, MIPPR 2015: Remote Sensing Image Processing, Geographic Information Systems, and Other Applications, 981508 (14 December 2015); doi: 10.1117/12.2205645; https://doi.org/10.1117/12.2205645
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