Robust single-object image segmentation based on salient transition region

作者:

Highlights:

• We propose a robust salient transition region-based image segmentation method.

• It adequately uses transition region for image segmentation from a new viewpoint.

• It alleviates the limitations of transition region-based image thresholding.

• It significantly improves accuracy and robustness of image segmentation.

• It keeps the nature of image thresholding, easy operation and high efficiency.

摘要

•We propose a robust salient transition region-based image segmentation method.•It adequately uses transition region for image segmentation from a new viewpoint.•It alleviates the limitations of transition region-based image thresholding.•It significantly improves accuracy and robustness of image segmentation.•It keeps the nature of image thresholding, easy operation and high efficiency.

论文关键词:Local complexity,Local variance,Salient transition region,Image thresholding,Image segmentation

论文评审过程:Received 27 April 2014, Revised 8 October 2015, Accepted 11 October 2015, Available online 19 October 2015, Version of Record 24 December 2015.

论文官网地址:https://doi.org/10.1016/j.patcog.2015.10.009