Title :
Image segmentation using spectral clustering
Author :
Chongjun, Wang ; Jun, Li Wu ; Lin, Ding ; Juan, Tian ; Shifu, Chen
Author_Institution :
Nat. Key Lab. for Novel Software Technol., Nanjing Univ.
Abstract :
This paper focuses on how to automatically determine 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
Keywords :
image segmentation; pattern clustering; spectral analysis; image segmentation; spectral clustering; Algorithm design and analysis; Application software; Clustering algorithms; Clustering methods; Eigenvalues and eigenfunctions; Image segmentation; Laboratories; Punching; Software algorithms; Symmetric matrices;
Conference_Titel :
Tools with Artificial Intelligence, 2005. ICTAI 05. 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2488-5
DOI :
10.1109/ICTAI.2005.74
