Application of binocular disparity and receptive field dynamics: A biologically-inspired model for contour detection

作者：

Highlights：

• The receptive field size allows to extract edges at different scales.

• Binocular disparity enables depth perception to distinguish objects from background.

• Combining these mechanisms with images improves contour detection.

• Experimental evaluation shows our method outperforms competing methods.

摘要

•The receptive field size allows to extract edges at different scales.•Binocular disparity enables depth perception to distinguish objects from background.•Combining these mechanisms with images improves contour detection.•Experimental evaluation shows our method outperforms competing methods.

论文关键词：Contour detection,Non-classical receptive field,Depth information,Dynamic property

论文评审过程：Received 18 November 2019, Revised 21 July 2020, Accepted 9 September 2020, Available online 15 September 2020, Version of Record 17 September 2020.

论文官网地址：https://doi.org/10.1016/j.patcog.2020.107657