Partial face detection in the mobile domain
作者：
Highlights：
• Partial faces are prevalent in face-based authentication tasks in mobile domain.
• Active authentication requires high precision and recall in detecting a single face.
• Combining facial segment detection results helps detecting partially visible faces.
• Regression-based multi-task approach — fast and effective solution for the task
• Once detected, the facial segments can be used in many interesting applications.
摘要
•Partial faces are prevalent in face-based authentication tasks in mobile domain.•Active authentication requires high precision and recall in detecting a single face.•Combining facial segment detection results helps detecting partially visible faces.•Regression-based multi-task approach — fast and effective solution for the task•Once detected, the facial segments can be used in many interesting applications.
论文关键词：Facial segment-based face detection,Deep convolutional neural network,Face proposal generation
论文评审过程：Received 6 September 2017, Revised 9 July 2018, Accepted 17 December 2018, Available online 4 January 2019, Version of Record 17 January 2019.
论文官网地址：https://doi.org/10.1016/j.imavis.2018.12.003
