Large scale face identification by combined iconic features and 3D joint invariant signatures

作者：

Highlights：

• A 2D/3D face recognition, based on SIFT–SURF and 3D joint differential invariants

• Combination of SIFT and SURF descriptors in order to capture iconic information

• 3D invariants guarantee fast and precise alignment of 3D scans.

• The proposed method performs well inthe case of medium–large databases.

• Execution times are significantly faster than most state of the art methods.

摘要

•A 2D/3D face recognition, based on SIFT–SURF and 3D joint differential invariants•Combination of SIFT and SURF descriptors in order to capture iconic information•3D invariants guarantee fast and precise alignment of 3D scans.•The proposed method performs well inthe case of medium–large databases.•Execution times are significantly faster than most state of the art methods.

论文关键词：Multimodal face recognition,Face identification,Iconic features,Joint invariant signatures

论文评审过程：Received 5 October 2015, Revised 14 April 2016, Accepted 6 May 2016, Available online 24 May 2016, Version of Record 8 June 2016.

论文官网地址：https://doi.org/10.1016/j.imavis.2016.05.008