A survey of image registration techniques
ACM Computing Surveys (CSUR)
`` Direct Search'' Solution of Numerical and Statistical Problems
Journal of the ACM (JACM)
Comparing Images Using the Hausdorff Distance
IEEE Transactions on Pattern Analysis and Machine Intelligence
Elastic medical image registration based on image intensity
VIP '01 Proceedings of the Pan-Sydney area workshop on Visual information processing - Volume 11
Direct search methods: Then and now
Direct search methods: Then and now
High-performance automatic image registration for remote sensing
High-performance automatic image registration for remote sensing
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This paper presents a pattern search method for transformation function search in automatic image registration. In this search method, affine transformation parameters are represented as a 5-parameter vector and the search proceeds toward the direction resulting in higher similarity values between the reference and sensed images. Experiments show that this method can successfully find an optimal affine transformation function for edge images generated by computing the local standard deviation of the images. In addition, a series of overlapped aerial images of the Mississippi Delta area are successfully registered into a large reference image automatically by employing this search method.