Bakalos, N., Rallis, I., Doulamis, N., Doulamis, A., Protopapadakis, E., & Voulodimos, A. (2019). Choreographic Pose Identification using Convolutional Neural Networks. 95-101. Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.1109/VS-Games.2019.8864522
Nikolaos Bakalos Ioannis Rallis Nikolaos Doulamis Anastasios Doulamis Eftychios Protopapadakis Athanasios VoulodimosAI for Serious Games Background subtraction Classification performance Convolution Convolutional neural networks convolutional neural network Data set Deep neural networks Gesture recognition Intangible cultural heritage Intangible cultural heritages Learning schemes Moving averages Neural networks Posture identification Serious games Virtual reality
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Rallis, I., Bakalos, N., Doulamis, N., Doulamis, A., & Voulodimos, A. (2021). Bidirectional long short-term memory networks and sparse hierarchical modeling for scalable educational learning of dance choreographies. Visual Computer, 37, 47-62. https://doi.org/10.1007/s00371-019-01741-3 (Original work published jan)
Ioannis Rallis Nikolaos Bakalos Nikolaos Doulamis Anastasios Doulamis Athanasios VoulodimosBidirectional LSTM Brain Dance summarization Deep learning Educational learning Gesture recognition Hierarchical representation Identification procedure Intangible cultural heritage Intangible cultural heritages Learning systems Long short-term memory Pose identification Quantitative assessments Representative selection Serious games
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Volioti, C., Manitsaris, S., Hemery, E., Hadjidimitriou, S., Charisis, V., Hadjileontiadis, L., et al. (2018). A Natural User Interface for Gestural Expression and Emotional Elicitation to Access the Musical Intangible Cultural Heritage. Acm Journal On Computing And Cultural Heritage, 11. https://doi.org/10.1145/3127324 (Original work published jun)
Christina Volioti Sotiris Manitsaris Edgar Hemery Stelios Hadjidimitriou Vasileios Charisis Leontios Hadjileontiadis Eleni Katsouli Fabien Moutarde Athanasios ManitsarisGesture control Gesture recognition Intangible cultural heritages Motion capturing Musical gestures Musical instruments Natural user interfaces Upper bodies User experience User interfaces emotional status evaluation sonification
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