What is it about?
In this paper, we propose a machine learning framework for classifying dance images based on foot postures. Also, we developed a new set of features that can be used for classification based on foot postures. The work was explained in connection with South Indian classical dance forms, but can also be extended to any dance form.
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Why is it important?
As every nation is giving importance to the preservation of their art and culture by digitizing and archiving available data in the form of images, texts, videos, audios, etc. This work enables an information retrieval process on digital archives of those preserved data.
Perspectives
This work will be very helpful to get an insight into the computational application in art forms like dance, especially for those who are interested in interdisciplinary research. Machine learning and deep learning have a great scope in this domain and can develop wonderful multimedia applications.
shailesh s
Cochin University of Science and Technology
Read the Original
This page is a summary of: Computational framework with novel features for classification of foot postures in Indian classical dance, Intelligent Decision Technologies, March 2020, IOS Press,
DOI: 10.3233/idt-190097.
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