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Automatic Sign Dance Synthesis from Gesture-based Sign Language

Naoya Iwamoto, Hubert P. H. Shum, Wakana Asahina, Shigeo Morishima
2019 Motion, Interaction and Games on - MIG '19  
In this research, we focus on a particular genre of dance known as sign dance, which combines gesture-based sign language with full body dance motion.  ...  evaluate the quality of the sign dance.  ...  We synthesize multiple dance sequences based on different genes of music, and critically evaluate our system by conducting user studies.  ... 
doi:10.1145/3359566.3360069 dblp:conf/mig/IwamotoSAM19 fatcat:lfxw467pozhyjnhnnym77vrkn4

Motion Analysis for Folk Dance Evaluation [article]

Andreas Aristidou, Efstathios Stavrakis, Yiorgos Chrysanthou
2014 Eurographics Workshop on Graphics and Cultural Heritage  
In this work, we introduce a motion analysis and comparison framework that is based on Laban Movement Analysis (LMA); these algorithms are particularly useful in the context of teaching folk dances.  ...  The system then provides intuitive feedback about their performance, which is based on the four LMA components (BODY,EFFORT,SHAPE,SPACE) and provides both a quantitative and qualitative evaluation of the  ...  In line with other computer-based dance teaching systems in this section we present a prototype self-learning dance platform which is based on our LMA algorithmic framework.  ... 
doi:10.2312/gch.20141304 fatcat:eixwjfe6lvfv5lb5ya5orkzuye

Folk Dance Evaluation Using Laban Movement Analysis

Andreas Aristidou, Efstathios Stavrakis, Panayiotis Charalambous, Yiorgos Chrysanthou, Stephania Loizidou Himona
2015 ACM Journal on Computing and Cultural Heritage  
In this work, we present a framework based on the principles of Laban Movement Analysis (LMA) that aims to identify style qualities in dance motions.  ...  The results demonstrate the effectiveness of our system, opening new horizons for automatic motion and dance evaluation processes.  ...  Although our work was based on real high-quality motion-capture data, this is not a prerequisite for utilizing the proposed motion analysis and evaluation algorithms.  ... 
doi:10.1145/2755566 fatcat:dq7hrqmo5vba7kivqc3gjmiiaq

Dance Posture Analysis Based on Virtual Reality Technology and Its Application in Dance Teaching

Xue Yang, Yin Lyu
2018 Educational Sciences: Theory & Practice  
This paper proposes a dance posture analysis method based on eigenvector matching, and sets up a motion capture system that calculates motion parameters by similarity matching of characteristic planes.  ...  Considering the complexity of dance learning, the proposed system was adopted to acquire various postures of dance learners, and contrast their dance postures against the standard ones.  ...  based on motion capture technology Considering the complexity of dance learning, the author developed a dance teaching method based on motion capture technology, which divides a complex dance posture into  ... 
doi:10.12738/estp.2018.5.022 fatcat:j2w2nxzktjdp3ohynqbznwy3y4

Automatic dance generation system considering sign language information

Wakana Asahina, Naoya Iwamoto, Hubert. P. H. Shum, Shigeo Morishima
2016 ACM SIGGRAPH 2016 Posters on - SIGGRAPH '16  
continuous sign language motion based on lyrics of music.  ...  Results and Conclusions To evaluate our system, we compared our results dance motion with the input sign language motion and the original sign dance motion.  ... 
doi:10.1145/2945078.2945101 dblp:conf/siggraph/AsahinaISM16 fatcat:b47yw4h6njfabkxez2aio5z47y

Body-Part Motion Synthesis System and Its Evaluation for Discovery Learning of Dance

Asako SOGA, Bin UMINO, Yuho YAZAKI, Motoko HIRAYAMA
2016 IEICE transactions on information and systems  
We conducted a series of evaluation experiments for creating contemporary dance choreographies to verify the learning effectiveness of our system as a support system for discovery learning.  ...  We developed a Body-part Motion Synthesis System (BMSS) that allows users to create choreographies by synthesizing body-part motions to increase the effect of learning contemporary dance choreography.  ...  Acknowledgments We thank Kanagawa Institute of Technology for permission to use a studio and a motion capture system. This work was partly supported by JSPS KAKENHI Grant Number 15H02793.  ... 
doi:10.1587/transinf.2015cyp0010 fatcat:kpdvotch6bhuvax3vs4nabxp2a

Digitization and Visualization of Folk Dances in Cultural Heritage: A Review

Iris Kico, Nikos Grammalidis, Yiannis Christidis, Fotis Liarokapis
2018 Inventions  
The different ways of visualization and giving the feedback to the user are reviewed as well as ways of performance evaluation.  ...  In parallel to the rapidly advancing technologies, new ways for learning folk dances are explored, making the digitization and visualization of assorted folk dances for learning purposes using different  ...  A challenging task for motion analysis and synthesis algorithms is generating plausible dance motions. The motion analysis framework in [79] is based on Laban movement analysis (LMA).  ... 
doi:10.3390/inventions3040072 fatcat:4dlt5ru4zfgk7iutcterb43th4

A Virtual Reality Dance Training System Using Motion Capture Technology

J C P Chan, H Leung, J K T Tang, T Komura
2011 IEEE Transactions on Learning Technologies  
In this paper, a new dance training system based on the motion capture and virtual reality (VR) technologies is proposed.  ...  Meanwhile, the student's motions will be captured and analyzed by the system based on which feedback is given back to them.  ...  First, the VR-based learning systems for different applications will be reviewed followed by some VR-based dance learning systems that are directly related to our system.  ... 
doi:10.1109/tlt.2010.27 fatcat:mag5ohmltnambnpswyh7prtz6y

Multimodal classification of dance movements using body joint trajectories and step sounds

Aymeric Masurelle, Slim Essid, Gael Richard
2013 2013 14th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS)  
Our system exploits motion features extracted from 3D sub-trajectories of dancers' body-joints (deduced from Kinect depthmap sequences) using principal component analysis (PCA).  ...  These sub-trajectories are obtained thanks to a footstep impact detection module (from recordings of piezoelectric sensors installed on the dance floor).  ...  Thanks to Angélique Drémeau for having been very helpful during the annotation of the Salsa dance step.  ... 
doi:10.1109/wiamis.2013.6616151 dblp:conf/wiamis/MasurelleER13 fatcat:mq24ussypjh3jgiwozbvy23un4

Research on Dance Teaching Based on Motion Capture System

Yuan Peng, Punit Gupta
2022 Mathematical Problems in Engineering  
Therefore, motion capture technology can be applied to the protection of ethnic dance art, and motion capture technology can be used to obtain 3D gestures of ethnic minority dance spaces, restore and optimize  ...  Because the art of dance does not exist in a certain physical form in a certain environment, it is difficult to record and preserve dance.  ...  A method of human body motion pose analysis based on the similarity matching concept of the feature plane was presented to better evaluate the motion state of dance artists. e method transformed a standard  ... 
doi:10.1155/2022/1455849 fatcat:t5mraargdbclrkxwx64heqm3xe

Dance Motion Control of a Humanoid Robot Based on Real-Time Tempo Tracking from Musical Audio Signals [chapter]

Naoto Nakahara, Koji Miyazaki, Hajime Sakamoto, Takashi X. Fujisawa, Noriko Nagata, Ryohei Nakatsu
2009 Lecture Notes in Computer Science  
This paper proposes a system that controls and generates a humanoid robot's dance motion in real-time using the timing of beats in musical audio signals.  ...  The system tracks changes in tempo and calculate the integration value of a decibel by analyzing audio signals in real-time. It uses the information to add changes to the robot's dance motion.  ...  By using this algorithm, the system can interactively change the dance motion of robot according to the input and reduce the monotony of generated motions.  ... 
doi:10.1007/978-3-642-04052-8_4 fatcat:hrnvsjxuovcqbmhm7gizneyp4m

A Deep Music Recommendation Method based on Human Motion Analysis

Wenjuan Gong, Qingshuang Yu
2021 IEEE Access  
We propose a novel deep learning algorithm for music recommendation based on dance motions analysis.  ...  We evaluate the designed LSTM-AE based approach and the motion analysis based approach.  ... 
doi:10.1109/access.2021.3057486 fatcat:frznmulsvrbghmdno5c4pnli4e

Synthesis of Dance Performance Based on Analyses of Human Motion and Music

Takaaki Shiratori, Katsushi Ikeuchi
2008 IPSJ Online Transactions  
One of the easy solutions to this issue is to use a motion capture system.  ...  The second study is to model how to modify upper body motion based on the speed of played music.  ...  [KTP04] extended their method for dance structure analysis. Based on this method, Dyaberi et al.  ... 
doi:10.2197/ipsjtrans.1.80 fatcat:v3bk4lbhdvavbps3iuzke5jqk4

Detecting and Visualizing Stops in Dance Training by Neural Network Based on Velocity and Acceleration

Yuuki Jin, Genki Suzuki, Hiroyuki Shioya
2022 Sensors  
We measure dance movements by motion capture and calculate the features of each movement based on velocity and acceleration.  ...  Hence, there is a need to facilitate remote dance practice. In this paper, we propose a system for detecting and visualizing the very important dance motions known as stops.  ...  First, the proposed method and those in the literature [15, 17, 20] perform motion analysis based on features characteristic of a dance.  ... 
doi:10.3390/s22145402 pmid:35891082 pmcid:PMC9321875 fatcat:v7lffgjuhfc6rflad3hufq6acy

Research on Dance Movement Recognition Based on Multi-Source Information

Yunchen Wang, Naeem Jan
2022 Mathematical Problems in Engineering  
Aiming at the problem of the combination of motion recognition and dance video, the feature extraction, representation, and motion recognition methods based on dance video are emphatically studied.  ...  This also confirms the efficacy of the movement recognition system used in this paper for recognizing dance movements.  ...  Based on this, this paper designs an interactive dance system based on Kinect on the basis of relevant research. rough Kinect, dance movements can be recognized and collected to ensure the accuracy of  ... 
doi:10.1155/2022/5257165 fatcat:dlpv64wkdrafzjmpz7pih5b7kq
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