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Image automatic mosaics based on contour phase correlation |
| ZHANG Jing1, HU Zhiping2, OU Zongying2, LIU Zhitai3 |
| 1.Mechanical & Electronic Engineering Department, SG Institute of Technology, Beijing 100041, China; 2.Key Laboratory for Dalian University of Technology Precision & Non-traditional Machining of Ministry of Education, Dalian 116024, China; 3.Changchun Railway Vehicles Co., Ltd., Changchun 130062, China; |
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Abstract The image planar mosaics is studied, and an image automatic mosaics algorithm on the basis of contour phase correlation is proposed in this paper. To begin with, by taking into account mere translations and rotations between images, a contour phase correlation algorithm is used to realize the preliminary alignments of images, and the initial projective transformation matrices are obtained. Then, an optimization algorithm is used to optimize the initial projective transformation matrices, and complete the precise image mosaics. The contour phase correlation is an improvement on the conventional phase correlation in two aspects: First, the contours of images are extracted, and the phase correlation is applied to the contours of images instead of the whole original images; Second, when there are multiple peak values approximate to the maximum peak value in the ? function array, their corresponding translations can be regarded as candidate translations and calculated separately, and the best translation can be determined by the optimization of conformability of two images in the overlapping area. The running results show that the proposed algorithm can consistently yield high-quality mosaics, even in the cases of poor or differential lighting conditions, existences of minor rotations, and other complicated displacements between images.
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Issue Date: 05 June 2007
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