The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Publications Copernicus
Download
Citation
Articles | Volume XXXIX-B7
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XXXIX-B7, 357–361, 2012
https://doi.org/10.5194/isprsarchives-XXXIX-B7-357-2012
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XXXIX-B7, 357–361, 2012
https://doi.org/10.5194/isprsarchives-XXXIX-B7-357-2012

  01 Aug 2012

01 Aug 2012

ACCURACY IMPROVEMENT OF CHANGE DETECTION BASED ON COLOR ANALYSIS

J. Wang, H. Koizumi, and T. Kamiya J. Wang et al.
  • System Technologies Laboratories, NEC System Technologies, Ltd., 6300212, Ikoma, Japan

Keywords: Change Detection, Orthoimage, Color Analysis, Illumination Change Adjustment, Location Difference Rectification

Abstract. Change detection is one of the most important topics in the application field of aerial images and satellite images. In this paper, a novel framework for accuracy improvement on change detection is proposed. The proposed framework consists of three parts. Firstly, the location difference between the two orthoimages for change detection is rectified globally. Secondly, the illumination change of the orthoimages from two different times is adjusted to produce the orthoimages with more unified illumination condition. Thirdly, the location difference between the two orthoimages is adjusted in more precise level of local regions. Experimental results show that the detection accuracy of change detection is greatly improved through the pre-processing of the proposed framework.