Face recognition from multiple stylistic sketches: Scenarios, datasets, and evaluation
作者：
Highlights：
• A fundamental study focusing on face recognition from multiple stylistic sketches is presented, and three specific scenarios with corresponding datasets are designed to mimic law enforcement investigation situations.
• Evaluation protocols of proposed scenarios are carefully defined, and benchmark performance under proposed protocols are demonstrated respectively.
• In the end we discussed several significant challenges and possible future directions, which can inspire more research efforts on the task of recognition from multiple stylistic sketches.
摘要
•A fundamental study focusing on face recognition from multiple stylistic sketches is presented, and three specific scenarios with corresponding datasets are designed to mimic law enforcement investigation situations.•Evaluation protocols of proposed scenarios are carefully defined, and benchmark performance under proposed protocols are demonstrated respectively.•In the end we discussed several significant challenges and possible future directions, which can inspire more research efforts on the task of recognition from multiple stylistic sketches.
论文关键词：Face sketch recognition,Viewed sketch,Composite sketch,Fusion
论文评审过程：Received 16 April 2018, Revised 5 June 2018, Accepted 10 July 2018, Available online 17 July 2018, Version of Record 25 July 2018.
论文官网地址：https://doi.org/10.1016/j.patcog.2018.07.014
