Water flow driven salient object detection at 180 fps

作者:

Highlights:

• We propose one efficient approximate MBD computation method which shows higher performance in both speed and accuracy.

• Based on water flow driven MBD, a fast salient object detection method is proposed which achieve 180 fps speed.

• The performance of proposed saliency detection method outperforms other MBD based methods and state-of-the-art methods.

摘要

•We propose one efficient approximate MBD computation method which shows higher performance in both speed and accuracy.•Based on water flow driven MBD, a fast salient object detection method is proposed which achieve 180 fps speed.•The performance of proposed saliency detection method outperforms other MBD based methods and state-of-the-art methods.

论文关键词:Salient object detection,Minimum barrier distance,Water flow,Geodesic distance,Saliency detection

论文评审过程:Received 3 February 2017, Revised 14 September 2017, Accepted 21 October 2017, Available online 23 October 2017, Version of Record 3 November 2017.

论文官网地址:https://doi.org/10.1016/j.patcog.2017.10.027