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Nature enthused algorithms are the most potent for optimization. Cuckoo Search (CS) algorithm is one such algorithm which is efficient in solving optimization problems in varied fields. This paper appraises the basic concepts of cuckoo search algorithm and its application towards the segmentation of brain tumor from the Magnetic Resonance Images (MRI). The human brain is the most complex structure...
Image segmentation is a critical issue in image understanding and several achievements have been achieved in this area. In this paper, we propose an improved image segmentation algorithm based on mean shift mode detection and Tree-Structured MRF (TS-MRF) model, which we believe is better. Section.2 briefs the mean shift mode detection and the speeded up KNN based mean shift algorithm used in the experiment...
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