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GIS辅助数据下的影像缺失信息恢复 被引量：8

Restoring Lost Information on Remote Sensing Images Based on Accessorial GIS Data
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摘要 针对遥感影像上的"缺失"区域现象,阐明了数字图像修复技术的原理和方法,分析了遥感影像缺失区域恢复的特点和难点,并提出了基于GIS辅助信息的缺失数据恢复思想,提高了图像修复的质量。 The theory and method of digital image inpainting technique is introduced. After analyzing the particularities and difficulties for restoring lost information on remote sensing images, a novel method based on accessorial GIS data is proposed. The method enhances automatization level of the algorithm, and improves the quality of the restoring.
作者 陈仁喜 李鑫慧
机构地区 河海大学土木工程学院 南京信息工程大学遥感学院
出处 《武汉大学学报（信息科学版）》 EI CSCD 北大核心 2008年第5期461-464,共4页 Geomatics and Information Science of Wuhan University
基金 国家自然科学基金资助项目(40701103)
关键词 遥感 数据缺失 图像修复 数据融合 remote sensing data missing inpainting data fusion
分类号 P237.3 [天文地球—摄影测量与遥感] P208 [天文地球—地图制图学与地理信息工程]
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参考文献9

  • 1冯益明,雷相东,陆元昌.应用空间统计学理论解译遥感影像信息“缺失”区[J].遥感学报,2004,8(4):317-322. 被引量：18
  • 2Amhar F. The Generation of True Orthophotos Using a 3D Building Model in Conjunction with a Conventional DTM[C]. GIS-Between Visions and Applications, Stuttgart, 1998
  • 3Bertalmio M, Sapiro G, Caselles V, et al. Image inpainting[C]. Computer Graphics Proceedings, Annual Conference Series, ACM SIGGRAPH, New Orleans, 2000
  • 4Chan T F, Kang S H, Shen J H. Euler's Elastiea and Curvature Based Inpainting[J]. SIAM Journal of Applied Mathematics, 2002, 63(2) : 564-592
  • 5Esedoglu S, Shen J H. Digital Inpainting Based on the Mumford-Shah-Euler Image Model[J]. European Journal on Applied Mathematics, 2002, 13(4) : 353-370
  • 6张红英,彭启琮.数字图像修复技术综述[J].中国图象图形学报,2007,12(1):1-10. 被引量：158
  • 7Drori I, Daniel C O, Hezy Y. Fragment Based Image Completion[J]. ACM Transactions on Graphics, 2003, 22(3): 303-312
  • 8Criminisi A, Perez P, Toyama K. Region Filling and Object Removal by Exemplar-based Image Inpainting[J]. IEEE Transactions on Image Processing, 2004, 13 (9): 1 200-1 212
  • 9Efros A A, Leung T K. Texture Snthesis by Nonparametric Sampling [C]. Int Conf Computer Vision, Kerkyra, Greece, 1999

二级参考文献34

  • 1王树根,郑精灵.基于纹理匹配的影像缺损信息填充方法[J].测绘通报,2004(12):21-23. 被引量：11
  • 2Bertalmio M,Sapiro G,Caselles V,et al.Image inpainting[A].In:Proceedings of International Conference on Computer Graphics and Interactive Techniques[C],New Orleans,Louisiana,USA,2000:417 -424.
  • 3Chan T F,Shen J H.Non-texture inpainting by curvature-driven diffusions (CDD)[J].Journal of Visual Communication and Image Representation,2001,12(4):436 -449.
  • 4Chan T F,Shen J H.Mathematical models for local non-texture inpainting[J].SIAM Journal of Applied Mathematics,2001,62(3):1019 -1043.
  • 5Chan T F,Kang S H,Shen J H.Euler's elastica and curvature based inpainting[J].SIAM Journal of Applied Mathematics,2002,63 (2):564 - 592.
  • 6Tsai A,Yezzi J A,Willsky A S.Curve evolution implementation of the Mumford-Shah functional for image segmentation,denoising,interpolation and magnification[J].IEEE Transactions on Image Processing,2001,10(8):1169 - 1186.
  • 7Esedoglu S,Shen J H.Digital inpainting based on the Mumford-Shah-Euler image model[J].European Journal on Applied Mathematics,2002,13(4):353 - 370.
  • 8Bertalmio M,Vese L,Sapiro G,et al.Simultaneous texture and structure image inpainting[J].IEEE Transactions on Image Processing,2003,12 (8):882 - 889.
  • 9Efros A A,Leung T K.Texture synthesis by non-parametric sampling[A].In:Proceedings of the IEEE Computer Society International Conference on Computer Vision[C],Washington DC,USA,1999,2:1033 - 1038.
  • 10Harald G.A combined PDE and texture synthesis approach to inpainting[A].In:Proceedings of 8th European Conference on Computer Vision[C],Prague,Czech Republic,2004,2:214 -224.

共引文献174

同被引文献77

引证文献8

二级引证文献33

武汉大学学报（信息科学版）
2008年 第5期

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