Towards interpretable and robust hand detection via pixel-wise prediction

作者：

Highlights：

• An interpretable hand detection method to predict hand regions at pixel resolution.

• Highlight the discriminative features among multiple layers.

• A more transparent representation of rotation angle: rotation map.

• Use auxiliary losses to accelerate the convergence of the network.

摘要

•An interpretable hand detection method to predict hand regions at pixel resolution.•Highlight the discriminative features among multiple layers.•A more transparent representation of rotation angle: rotation map.•Use auxiliary losses to accelerate the convergence of the network.

论文关键词：Interpretability,Hand detection,Pixel level,Explainable representation,Rotation map

论文评审过程：Received 3 June 2019, Revised 12 November 2019, Accepted 9 January 2020, Available online 16 January 2020, Version of Record 5 June 2020.

论文官网地址：https://doi.org/10.1016/j.patcog.2020.107202