Human activity recognition from UAV-captured video sequences

作者：

Highlights：

• Human activity recognition from UAV-captured video sequences.

• The adaptation of the classic CNNs to detection.

• Handling the detection task in non-annotated datasets.

• The classification of both video frames, and entire video sequences for human activity categorization.

摘要

•Human activity recognition from UAV-captured video sequences.•The adaptation of the classic CNNs to detection.•Handling the detection task in non-annotated datasets.•The classification of both video frames, and entire video sequences for human activity categorization.

论文关键词：Scene stabilization,Human detection,Human activity recognition,Deep learning,Convolutional neural networks,UAV

论文评审过程：Received 27 May 2019, Revised 5 November 2019, Accepted 27 November 2019, Available online 29 November 2019, Version of Record 12 December 2019.

论文官网地址：https://doi.org/10.1016/j.patcog.2019.107140