An automatic DSM and remote sensing images registration scheme using template matching technique
In this paper, a novel automatic DSM and remote sensing images registration scheme using template matching technique is developed. Due to the heterogeneity of DSM and remote sensing images, the emphases of our scheme are to describe the common feature between DSM and remote sensing images, and to generate a suitable template for template matching. Based on the sparse representation theory, we present a new feature descriptor, which can highlight the similarities of DSM and remote sensing images, and can be used to form a new kind of feature image. Meanwhile we present a criterion to choose the proper region from the feature image as the template which will ensure perfect template matching performance. The experiment results show that our scheme is efficient to fulfill the task of registration.
DSM remote sensing image registration template matching
Yueming Qin Zhiguo Cao Wen Zhuo
National Key Lab of Sci. & Tech. on Multispectral Information Processing, Inst. for Pattern Recognit National Key Lab of Sci. & Tech. on Multispectral Information Processing, Inst. for PatternRecogniti
国际会议
桂林
英文
1-8
2011-11-01（万方平台首次上网日期，不代表论文的发表时间）