Nrityabodha: Towards understanding Indian classical dance using a deep learning approach

作者：

Highlights：

• Presented deep learning method for semantic understanding of Indian classical dance.

• Showed that deep learning approach outperform traditional ‘shallow’ algorithms.

• Transfer learning overcomes the disadvantage of supervised learning in CNN.

摘要

Highlights•Presented deep learning method for semantic understanding of Indian classical dance.•Showed that deep learning approach outperform traditional ‘shallow’ algorithms.•Transfer learning overcomes the disadvantage of supervised learning in CNN.

论文关键词：Deep learning,Convolutional neural network,Gesture recognition,Body pose estimation,Kinect,Histogram-of-gradients

论文评审过程：Received 15 October 2015, Revised 26 May 2016, Accepted 29 May 2016, Available online 2 June 2016, Version of Record 29 September 2016.

论文官网地址：https://doi.org/10.1016/j.image.2016.05.019