Image Segmentation Using Spectral Clustering

Authors:
Chongjun Wang;Wu jun Li;Lin Ding;Juan Tian;Shifu Chen
Affiliations:
Nanjing University;Nanjing University;Nanjing University;Nanjing University;Nanjing University
Venue:
ICTAI '05 Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence
Year:
2005

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Spectral clustering ensemble for image segmentation

Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation

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Abstract

This paper focuses on how to automatically determining the suitable clustering number in image segmentation and designs an algorithm of CANA using spectral clustering. Experiment results indicate that ACNA can provide superior performance. An application sample in image punching is introduced.