Kathakali
213557687
On the Classification of Kathakali Hand Gestures Using Support Vector Machines and Convolutional Neural Networks
Indian classical dance such as Kathakali is composed of complex hand gestures, body moments, facial expressions and background music. Due to the complexities involved in its hand gesture language, it is often difficult to understand kathakali mudras. In this paper, we generated a dataset for Kathakali hand gestures and explore ways to recognize Kathakali dance mudras performed by artistes with the help of machine learning and deep learning techniques. There are 24 classes of hand gestures that are used to convey the story by the performer in Kathakali. We proposed a Support Vector Machine (SVM) model and Convolutional Neural Network (CNN) model which classify the images into 24 different classes. We compared the performance of machine learning algorithms and deep learning algorithms. Our results show that deep learning algorithms gave up to 74% accuracy. To the best of our knowledge, this is the first attempt to generate a dataset of Kathakali hand gestures, explore data pre processing techniques for machine learning techniques and applying deep learning techniques for classification of Kathakali hand gestures.
2020 International Conference on Artificial Intelligence and Signal Processing (AISP)
Lakshmi Tulasi Bhavanam Ganesh Neelakanta Iyer
229117682
Kathakali e interpolacion: hacia una definicion del ilakiyattam
La present recerca preten ressaltar la importancia del ilakiyattam en el Kathakali amb la finalitat de demostrar el seu potencial com a objecte d'estudi. Des d'una indagacio de tipus descriptiva, comparativa i exploratoria, amb el suport teoric d'una varietat de disciplines com la filosofia i l'antropologia, s'ha proposat una primera definicio de la interpolacio en el context del Kathakali. S'han delimitat certes perspectives des de les quals es podria estudiar el fenomen amb exemples provinents de la representacio. Aquest treball deixa entreveure un ambit d'estudi poc transitat i a la vegada, dibuixa possibles camins per a futures investigacions.
Andrea Ariel
225315013
From mythology to reality
Arjun Raina
225207076
Kathakali for the global performer and researcher
Arjun Raina
225294878
The Teaching of Kathakali in Australia
Arjun Raina
229584182
Conference dansee sur le Kathakali LE TRIANGLE
Gaelle Lecart
225281963
Caste, Kathakali and its "gestures of embodied aggression"
Arjun Raina
229091243
Atelier "decouverte du Kathakali" LE TRIANGLE
225289698
Performing Kathakali in Australia
Arjun Raina
229137254
Kathakali, Torana Yudha (la guerre du portail) LE TRIANGLE