Department of Mathematics
Patterned fabric inspection and visualization by the method of image decomposition
This paper analyzes the cartoon and texture structures to inspect and visualize defective objects in a patterned fabric image. It presents a method of an image decomposition (ID) and solves it by a convex optimization algorithm. Our experimental results on benchmark fabric images are superior to those by other methods. © 2004-2012 IEEE.
Classification, convex optimization, image decomposition, operator splitting method, patterned fabric inspection
Source Publication Title
IEEE Transactions on Automation Science and Engineering
Institute of Electrical and Electronics Engineers
Ng, Michael K., Henry Y.T. Ngan, Xiaoming Yuan, and Wenxing Zhang. "Patterned fabric inspection and visualization by the method of image decomposition." IEEE Transactions on Automation Science and Engineering 11.3 (2014): 943-947.