LSTM with bio inspired algorithm for action recognition in sports videos

作者：

Highlights：

• LSTM-BIA and Convolution neural network classifies the sports person's action.

• Proposed method can evaluate sportspersons' actual actions with high accuracy.

• LSTM-BIA utilizes predefined actions by modeling the monitoring effects.

摘要

•LSTM-BIA and Convolution neural network classifies the sports person's action.•Proposed method can evaluate sportspersons' actual actions with high accuracy.•LSTM-BIA utilizes predefined actions by modeling the monitoring effects.

论文关键词：Action recognition,Long short term memory networks (LSTM) with bio-inspired algorithm (BIA) framework,Spatial pyramid pooling SPP-net

论文评审过程：Received 8 March 2021, Revised 6 May 2021, Accepted 15 May 2021, Available online 19 May 2021, Version of Record 1 June 2021.

论文官网地址：https://doi.org/10.1016/j.imavis.2021.104214