Nombre
Ioannis
Apellidos
Rallis
Voulodimos, A., Rallis, I., & Doulamis, N. Physics-based keyframe selection for human motion summarization. 79, 3243-3259. https://doi.org/10.1007/s11042-018-6935-z
Athanasios Voulodimos Ioannis Rallis Nikolaos DoulamisCompact representation Dance Analysis Intangible cultural heritages K-means clustering Key frame selection Keyframe selection Kinematics Motion capture data Motion summarization Semantic information Semantics
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Bakalos, N., Rallis, I., Doulamis, N., Doulamis, A., Voulodimos, A., & Vescoukis, V. Motion Primitives Classification Using Deep Learning Models for Serious Game Platforms. 40, 26-38. https://doi.org/10.1109/MCG.2020.2985035
Nikolaos Bakalos Ioannis Rallis Nikolaos Doulamis Anastasios Doulamis Athanasios Voulodimos Vassilios VescoukisBi-directional analysis Convolution Cultural heritages Deep learning Intangible cultural heritage Intangible cultural heritages Learning systems Long short-term memory Low-cost sensors machine learning Monitoring capabilities Motion Primitives Classification Motion analysis Motion primitives Processing layer Serious Game Serious games Visual information dance
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Voulodimos, A., Doulamis, N., Doulamis, A., & Rallis, I. Kinematics-based Extraction of Salient 3D Human Motion Data for Summarization of Choreographic Sequences. 2018-August, 3013-3018. Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.1109/ICPR.2018.8545078
Athanasios Voulodimos Nikolaos Doulamis Anastasios Doulamis Ioannis Rallis IEEEData mining Digital storage Extraction Key-frame extraction Kinematics Pattern recognition Summarization choreographic sequences dance keyframe extraction Kinematics
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Rallis, I., Georgoulas, I., Doulamis, N., Voulodimos, A., & Terzopoulos, P. Extraction of key postures from 3D human motion data for choreography summarization. 94-101. Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.1109/VS-GAMES.2017.8056576
Ioannis Rallis Ioannis Georgoulas Nikolaos Doulamis Athanasios Voulodimos Panagiotis TerzopoulosDigital storage Extraction Intangible cultural heritages K-means Motion capturing Musculoskeletal system Serious games Spatio-temporal dependencies Storage complexity Unsupervised clustering Virtual reality choreogrpahy summarization clustering k-means key posture extraction Motion capturing
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Rallis, I., Protopapadakis, E., Voulodimos, A., Doulamis, N., Doulamis, A., & Bardis, G. (2019). Choreographic Pattern Analysis from Heterogeneous Motion Capture Systems Using Dynamic Time Warping. Technologies, 7. https://doi.org/10.3390/technologies7030056 (Original work published sep)
Ioannis Rallis Eftychios Protopapadakis Athanasios Voulodimos Nikolaos Doulamis Anastasios Doulamis Georgios Bardis
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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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