Learning universal multiview dictionary for human action recognition

作者：

Highlights：

• Formulating a discriminative dictionary as shared and specific sub-dictionaries.

• Proposing a novel multiview dictionary learning framework for action recognition.

• Integrating additional constraints to preserve relationship and structure of data.

• Evaluating the proposed method on three challenging datasets.

摘要

Highlights•Formulating a discriminative dictionary as shared and specific sub-dictionaries.•Proposing a novel multiview dictionary learning framework for action recognition.•Integrating additional constraints to preserve relationship and structure of data.•Evaluating the proposed method on three challenging datasets.

论文关键词：Dictionary learning,Sparse coding,Multiview learning,Action recognition

论文评审过程：Received 10 January 2016, Revised 12 June 2016, Accepted 16 November 2016, Available online 19 November 2016, Version of Record 28 November 2016.

论文官网地址：https://doi.org/10.1016/j.patcog.2016.11.012