Real-time rear obstacle detection using reliable disparity for driver assistance

作者:

Highlights:

• Hightlights

• Utilizing three features such as disparity, super pixel segments and pixel-wise gradient.

• Computing the reliability of disparity from super pixel segments and pixel-wise gradient.

• Developing voting map to reduce time complexity of initial obstacle region.

• Superior performance with erroneous disparity information and in complex environments.

摘要

Hightlights•Utilizing three features such as disparity, super pixel segments and pixel-wise gradient.•Computing the reliability of disparity from super pixel segments and pixel-wise gradient.•Developing voting map to reduce time complexity of initial obstacle region.•Superior performance with erroneous disparity information and in complex environments.

论文关键词:Rear obstacle detection,Stereo vision for obstacle detection,Disparity error robust obstacle detection,Disparity reliability via inhomogeneity of superpixel

论文评审过程:Received 29 October 2015, Revised 27 February 2016, Accepted 29 February 2016, Available online 11 March 2016, Version of Record 6 April 2016.

论文官网地址:https://doi.org/10.1016/j.eswa.2016.02.049