Gait recognition in the wild using shadow silhouettes

作者:

Highlights:

• A taxonomy discussing the factors affecting the features in gait recognition

• A method to perform automatic shadow segmentation

• A method to perform walking direction identification, and tackle view change

• A rectification method to transform gait shadow silhouettes into a canonical view

• A new database to test the performance of the proposed shadow gait recognition system

摘要

•A taxonomy discussing the factors affecting the features in gait recognition•A method to perform automatic shadow segmentation•A method to perform walking direction identification, and tackle view change•A rectification method to transform gait shadow silhouettes into a canonical view•A new database to test the performance of the proposed shadow gait recognition system

论文关键词:Shadow biometrics,Gait recognition,Biometric recognition,View invariant

论文评审过程:Received 13 September 2017, Revised 31 January 2018, Accepted 10 May 2018, Available online 17 May 2018, Version of Record 7 June 2018.

论文官网地址:https://doi.org/10.1016/j.imavis.2018.05.002