Rasabodha: Understanding Indian classical dance by recognizing emotions using deep learning

作者：

Highlights：

• A deep learning based approach using CNN to recognize emotions in Indian classical dance.

• Three datasets are proposed for Navarasas enacted in Indian classical dance.

• The proposed algorithm was demonstrated to be useful in understanding short video clips corresponding to Shlokas and in training of novice dancers.

摘要

•A deep learning based approach using CNN to recognize emotions in Indian classical dance.•Three datasets are proposed for Navarasas enacted in Indian classical dance.•The proposed algorithm was demonstrated to be useful in understanding short video clips corresponding to Shlokas and in training of novice dancers.

论文关键词：Deep learning,Convolutional neural network,Facial expression recognition,Emotion recognition

论文评审过程：Received 15 December 2016, Revised 24 November 2017, Accepted 23 January 2018, Available online 2 February 2018, Version of Record 23 February 2018.

论文官网地址：https://doi.org/10.1016/j.patcog.2018.01.035