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 A Breakage Detection Based on Context-aware Saliency Detection

  

  1. College of Information Science and Technology, Donghua University, Shanghai 201620, China
  • Received:2015-04-27 Online:2015-09-21 Published:2015-09-24

Abstract:

It is not the best idea of using a simple way of image segmentation and edge detection in detecting the breakage of transparent plastics in industrial area. For
this, a breakage detection based on context-aware saliency detection which is employed in the transparent plastics in industrial area is proposed. First, we carry out the point
Hough transform (PHT) on the original image. Then the graph-based superpixel segmentation is used to segment the image after the PHT. Finally, context-aware saliency detection
is used to detect the salient area of the image. The experiments show that the method is of high accuracy and short run time.

Key words:  point Hough transform (PHT), graph-based, superpixel, improved saliency detection