Title :
Patterned Fabric Inspection and Visualization by the Method of Image Decomposition
Author :
Ng, Michael K. ; Ngan, Henry Y. T. ; Xiaoming Yuan ; Wenxing Zhang
Author_Institution :
Dept. of Math., Hong Kong Baptist Univ., Hong Kong, China
Abstract :
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.
Keywords :
convex programming; data visualisation; fabrics; image texture; inspection; production engineering computing; ID; benchmark fabric images; cartoon; convex optimization algorithm; defective object inspection; defective object visualization; image decomposition method; patterned fabric image; patterned fabric inspection; texture structures; Accuracy; Fabrics; Image decomposition; Inspection; Manuals; Testing; Visualization; Classification; convex optimization; image decomposition; operator splitting method; patterned fabric inspection;
Journal_Title :
Automation Science and Engineering, IEEE Transactions on
DOI :
10.1109/TASE.2014.2314240
