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2012 International Conference on Computational Intelligence and Software Engineering (CiSE 2012)(E-BOOK)

Wuhan,China,2012-12-142012-12-162012

ISBN: 978-1-61896-036-8 Scientific Research Publishing

E-Book 275pp Pub. Date: December 2012

Category: Computer Science & Communications

Price: $100

Title: A color image segmentation algorithm based on the fast edge detection
Source: 2012 International Conference on Computational Intelligence and Software Engineering (CiSE 2012)(E-BOOK) (pp 116-119)
Author(s): Jun bo Zhu, Institute of Semiconductors & Information Technology,TongJi University,Shang hai, China
Shou jue Wang, Institute of Semiconductors,Chinese Academy of Sciences,Beijing, China
Abstract: The proposed algorithm uses CIELab color space, the fast edge detection calculate the color pixel distances in a window of image. Combined edge connection measures based on fast edge detection are studied. To get optimum segmentation, merging adjacent regions is performed after edge connection. The presented approach is evaluated on standard Berkeley Image Segmentation Database. Experimental results demonstrate that this approach does not result in over segmentation or under segmentation. The proposed algorithm is direct, simple, and computationally inexpensive.
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