Image Segmentation Using Spectral Clustering

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17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'05)

Image Segmentation Using Spectral Clustering (PDF)

Hong Kong, China

November 14-November 16

ISBN: 0-7695-2488-5

	ASCII Text	x
	Chongjun Wang, Wu jun Li, Lin Ding, Juan Tian, Shifu Chen, "Image Segmentation Using Spectral Clustering," Tools with Artificial Intelligence, IEEE International Conference on, pp. 677-678, 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'05), 2005.

	BibTex	x
	@article{ 10.1109/ICTAI.2005.74, author = {Chongjun Wang and Wu jun Li and Lin Ding and Juan Tian and Shifu Chen}, title = {Image Segmentation Using Spectral Clustering}, journal ={Tools with Artificial Intelligence, IEEE International Conference on}, volume = {0}, year = {2005}, issn = {1082-3409}, pages = {677-678}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICTAI.2005.74}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Tools with Artificial Intelligence, IEEE International Conference on TI - Image Segmentation Using Spectral Clustering SN - 1082-3409 SP677 EP678 A1 - Chongjun Wang, A1 - Wu jun Li, A1 - Lin Ding, A1 - Juan Tian, A1 - Shifu Chen, PY - 2005 KW - null VL - 0 JA - Tools with Artificial Intelligence, IEEE International Conference on ER -

Chongjun Wang, Nanjing University

Wu jun Li, Nanjing University

Lin Ding, Nanjing University

Juan Tian, Nanjing University

Shifu Chen, Nanjing University

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICTAI.2005.74

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.

Citation:

Chongjun Wang, Wu jun Li, Lin Ding, Juan Tian, Shifu Chen, "Image Segmentation Using Spectral Clustering," ictai, pp.677-678, 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'05), 2005

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