期刊文献+

基于分形及纹理分析的城市遥感影像阴影去除 被引量:13

Shadow Removal of City′s Remote Sensing Image Based on Fractal and Texture Analysis
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摘要 为有效去除城市遥感影像中阴影效应所产生的影响,实现阴影区域的自动检测及区域内景物重建,利用纹理分析的方法,通过计算共生矩阵及其相关指数来确定阴影区域,以实现阴影区域的自动检测;同时利用分形插值中的随机中点替代法对阴影区域内景物进行了复原,真实再现了阴影区域内的景物特征.对实际航空遥感影像的处理结果表明,该方法能有效实现遥感影像阴影区域的自动检测及区域内的景物重建. To effectively remove the shadows in city's remote sensing image, the method based on texture analysis was used to detect the shadow region automatically and rebuild the objects in it further. Based on calculating the cooccurrence matrix and its relevant parameters, the shadow region was conformed and detected automatically. Simultaneously, the objects in shadow region were rebuilt based on the random midpoint replacement method of fractal interpolation, with the characteristic of the real objects in it retrieved. The processing result of real aerial remote sensing image proves that the shadow region can be detected automatically and the objects in it can be rebuilt with this method.
出处 《天津大学学报》 EI CAS CSCD 北大核心 2008年第7期800-804,共5页 Journal of Tianjin University(Science and Technology)
基金 天津市自然科学基金资助项目(07JCYBJC13800) 教育部博士点基金新教师资助项目(20070056104)
关键词 阴影检测 分形 共生矩阵 纹理分析 随机中点替代法 shadow detection fractal co-occurrence matrix texture analysis random midpoint replacement method
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参考文献10

  • 1陈晓宁,王怀.日照阴影三维可视化[J].长安大学学报(自然科学版),2003,23(1):108-110. 被引量:6
  • 2Highnam R, Brady M. Model-based image enhancement of far infrared images [ J ]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1997, 19 (4) :410- 415.
  • 3Voicu L I, Myler H R, Weeks A R. Practical considerations on color image enhancement using homomorphic filtering [ J ] . Journal of Electronic Imaging, 1997,6 (1) :108-113.
  • 4虢建宏,田庆久.一种IKONOS影像阴影检测与去除的方法[J].遥感信息,2004,26(4):32-34. 被引量:13
  • 5许妙忠,余志惠.高分辨率卫星影像中阴影的自动提取与处理[J].测绘信息与工程,2003,28(1):20-22. 被引量:45
  • 6Vassilopoulou S, Hurni L, Dietrich V. Orthophoto generation using IKONOS imagery and high-resolution DEM: A case study on volcanic hazard monitoring of Nisyros Island [ J ]. Journal of Photogrammetry and Remote Sensing, 2002,57 (1/2) : 24-38.
  • 7Haralick R M. Statistical and structural approaches to texture [J ]. Proceedings of the IEEE, 1979,67 (5) : 786-804.
  • 8Massalabi A, Dong-Chen He, Benie G B, et al. Detecting information under and from shadow in panchromatic IKONOS images of the city of Sherbrooke [ C ]//Proceedings of IEEE 2004 International Geoscience and Remote Sensing Symposium (IGARSS '04 ) .Anchorage, Alaska, 2004: 2000-2003.
  • 9Zhang Yun. Optimization of building detection in satellite images by combining multispectral classification and texture filtering [ J ]. ISPRS Journal of Photogrammetry and Remote Sensing, 1999,54 ( 1 ) : 50-60.
  • 10李艳霞,闫冬梅,徐素妍,崔玉红.基于彩色空间多特征的高空间分辨率遥感影像阴影检测[J].装备指挥技术学院学报,2007,18(3):94-98. 被引量:7

二级参考文献15

  • 1唐亮,谢维信,黄建军.城市彩色航空影像中的阴影检测[J].中国体视学与图像分析,2003,8(3):129-134. 被引量:16
  • 2[1]Puissant A,Weber C.Les Potentialités des Images a Très Haute Résolution Spatiale pour la Reconnaissance des Composantes Urbaines[A]. Télédétection a très haute résolution spatiale et analyse d'image[C].Montpellier,1999.
  • 3[2]Haralick R.Statistical and Structural Approaches to Texture[J].Proceedings of the IEEE,1979,67(5):786~804
  • 4[3]Cocquerez J P,Philipp S.Analyse d'images: filtrage et segmentation[M].Masson,Paris,1995.
  • 5[4]Zhong Y.Optimisation of Building Detection in Satellite Images by Combining Multispectral Classification and Texture Filtering[J].ISPRS Journal of Photogrammetry & Remtoe Sensing,1999,54:50~60
  • 6Zamudio, J A and Atkison, W. W. 1990""Analysis of AVIRIS Data for Spectral Discrimination of Geologic Materials in the Dally Varden Mountains""[J]. 1993 Procee- dings of the Second AVIRIS Conference JPL Pub, 90 - 54:162~66.
  • 7S Vassilopoulou. Orthophoto generation using IKONOS imagery and high - resolution DEM: a case study on volcanic hazard monitoring of Nisyros Island (Greece) [J]. ISPRS Journal of Photogrammetry & Remote Sensing, 57 (2002) :24~38.
  • 8Ralph Highnam, Michael Brady. Model - Based Image Enhancement of Far Infrared Infrared Images[J ]. IEEE Transactions on Pattern Analysis and Machine Inelligence, Volume 19 Issue 4, April 1997. 410 - 415.
  • 9Voicu L I, Myler H R and Weeks A R. Practical considerations on color image enhancement using homomorphic filtering[ J ]. Journal of Electronic Imaging, 6/1, 1997.108- 113.
  • 10Dennis Helder. IKONOS geometric characterization[J ]. Remote Sensing of Environment, 88 (2003) :69-79.

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