Image registration with similarity measures using correlation techniques - A research study

Madhuri, G Sindhu; Gandhi, M. P. Indra

doi:10.1109/iccic.2015.7435681

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“…Image registration has been widely used in military, medical science, aerospace and other important scientific research field. Currently image registration has made certain achievements in identification of military target, detection of image difference, diagnosis of tumor, fusion of remote sensed images, etc [2]. So the research to make image registration faster and more efficient is very necessary.…”

Section: Introductionmentioning

confidence: 99%

A Feature Similarity-Based Multi-Resolution Method for Image Registration

Wang¹,

Xie²,

Fan³

et al. 2016

Proceedings of the 2016 International Conference on Communications, Information Management and Network Security

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Abstract-We present a method to automatically register images based on feature similarity and image decomposing by multiple wavelet-transform. We use GHM multi-wavelet to decompose the image, then use mean-shift image segmentation algorithm to extract the image feature. We serve the regional features as matching primitives, and put forward an improved image registration method based on invariant descriptor. The experimental results show that the algorithm in reducing computational complexity and enhance the algorithm's robustness can get better effect.

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Section: Introductionmentioning

confidence: 99%