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  • 标题:Epipolar Rectification for CARTOSAT-1 Stereo Images Using SIFT and RANSAC
  • 本地全文:下载
  • 作者:A. Akilan ; D. Sudheer Reddy ; V. Nagasubramanian
  • 期刊名称:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
  • 印刷版ISSN:2194-9042
  • 电子版ISSN:2194-9050
  • 出版年度:2014
  • 卷号:XL-8
  • 页码:1095-1098
  • DOI:10.5194/isprsarchives-XL-8-1095-2014
  • 出版社:Copernicus Publications
  • 摘要:Cartosat-1 provides stereo images of spatial resolution 2.5 m with high fidelity of geometry. Stereo camera on the spacecraft has look angles of +26 degree and -5 degree respectively that yields effective along track stereo. Any DSM generation algorithm can use the stereo images for accurate 3D reconstruction and measurement of ground. Dense match points and pixel-wise matching are prerequisite in DSM generation to capture discontinuities and occlusions for accurate 3D modelling application. Epipolar image matching reduces the computational effort from two dimensional area searches to one dimensional. Thus, epipolar rectification is preferred as a pre-processing step for accurate DSM generation. In this paper we explore a method based on SIFT and RANSAC for epipolar rectification of cartosat-1 stereo images.
  • 关键词:Epi-polar rectification ; image matching ; SIFT; Ransac; Cartosat-1 stereo
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