{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T11:28:42Z","timestamp":1780054122549,"version":"3.54.0"},"reference-count":121,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"name":"EACEA – Erasmus+","award":["101082688"],"award-info":[{"award-number":["101082688"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Visual. Comput. Graphics"],"published-print":{"date-parts":[[2024,8]]},"DOI":"10.1109\/tvcg.2023.3308753","type":"journal-article","created":{"date-parts":[[2023,8,25]],"date-time":"2023-08-25T17:22:11Z","timestamp":1692984131000},"page":"5810-5829","source":"Crossref","is-referenced-by-count":11,"title":["Machine Learning Approaches for 3D Motion Synthesis and Musculoskeletal Dynamics Estimation: A Survey"],"prefix":"10.1109","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9112-0638","authenticated-orcid":false,"given":"Iliana","family":"Loi","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Patras, Patras, Greece"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8228-0437","authenticated-orcid":false,"given":"Evangelia I.","family":"Zacharaki","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Patras, Patras, Greece"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7617-227X","authenticated-orcid":false,"given":"Konstantinos","family":"Moustakas","sequence":"additional","affiliation":[{"name":"University of Miami Miller School of Medicine, Miami, Florida, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.piutam.2011.04.021"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1006223"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbiomech.2018.07.008"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3389\/fbioe.2021.648356"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.177\/0278364920917446"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbiomech.2018.09.009"},{"key":"ref7","article-title":"Physics-informed deep learning for musculoskeletal modelling: Predicting muscle forces and joint kinematics from surface EMG","author":"Zhang","year":"2022"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2022.3188892"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.494"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3355089.3356505"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3386569.3392450"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3450626.3459881"},{"key":"ref13","article-title":"Deep learning for vision-based prediction: A survey","author":"Rasouli","year":"2020"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/130"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.497"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01024"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/104535"},{"key":"ref18","article-title":"Machine learning for data-driven movement generation: A review of the state of the art","author":"Alemi","year":"2019"},{"key":"ref19","article-title":"Improving human motion prediction through continual learning","author":"Yasar","year":"2021"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1406.1078"},{"key":"ref21","volume-title":"Deep Learning with Python","author":"Chollet","year":"2017"},{"key":"ref22","article-title":"RNN-based motion prediction in competitive fencing considering interaction between players","volume-title":"Proc. 31st Brit. Mach. Vis. Conf.","author":"Honda"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58568-6_28"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01271"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00655"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00029"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00634"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00633"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00338"},{"key":"ref30","article-title":"Auto-encoding variational Bayes","author":"Kingma"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1561\/2200000056"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01114"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00527"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00635"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00799"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00798"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3414685.3417836"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01306"},{"key":"ref39","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v35i3.16321","article-title":"Aggregated multi-GANs for controlled 3D human motion prediction","author":"Liu","year":"2021"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3386569.3392480"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3450626.3459670"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3528223.3530178"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3197517.3201366"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3072959.3073663"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2022.3163676"},{"key":"ref46","article-title":"Music-driven dance regeneration with controllable key pose constraints","author":"Pu","year":"2022"},{"key":"ref47","first-page":"2672","article-title":"Generative adversarial networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Goodfellow"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01203"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3528223.3530157"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01118"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/3386569.3392462"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3386569.3392422"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.cag.2021.09.014"},{"key":"ref54","article-title":"JUMPS: Joints upsampling method for pose sequences","author":"Mourot","year":"2020"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/3DV53792.2021.00086"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01144"},{"key":"ref57","article-title":"Recurrent transformer variational autoencoders for multi-action motion synthesis","author":"Briq","year":"2022"},{"key":"ref58","article-title":"Human motion diffusion model","author":"Tevet","year":"2022"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01315"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413635"},{"key":"ref61","article-title":"Single motion diffusion","author":"Raab","year":"2023"},{"key":"ref62","article-title":"Pretrained diffusion models for unified human motion synthesis","author":"Ma","year":"2022"},{"key":"ref63","article-title":"Unifying human motion synthesis and style transfer with denoising diffusion probabilistic models","author":"Chang","year":"2022"},{"key":"ref64","article-title":"PhysDiff: Physics-guided human motion diffusion model","author":"Yuan","year":"2022"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1145\/3450626.3459774"},{"key":"ref66","first-page":"21763","article-title":"Residual force control for agile human behavior imitation and extended motion synthesis","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Yuan"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1145\/3355089.3356536"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1145\/3197517.3201311"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00632"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01133"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2019.2938520"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413669"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2019.2936810"},{"key":"ref74","article-title":"Modi: Unconditional motion synthesis from diverse data","author":"Raab","year":"2022"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01981"},{"key":"ref76","doi-asserted-by":"crossref","DOI":"10.1111\/cgf.14635","article-title":"UnderPressure: Deep learning for foot contact detection, ground reaction force estimation and footskate cleanup","author":"Mourot","year":"2022"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2022.111344"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1145\/3306346.3322972"},{"key":"ref79","doi-asserted-by":"crossref","DOI":"10.1145\/3528233.3530717","article-title":"Generative GaitNet","author":"Park","year":"2022"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2927606"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-022-02567-3"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1145\/3306346.3322966"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00030"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.3390\/s17112455"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.3390\/s20236933"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbiomech.2021.110439"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.3390\/s19173690"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1007\/s10439-018-02190-0"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2020.101811"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-018-1940-y"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/bxaa160"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.248"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1002\/jor.22023"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1145\/3272127.3275014"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1109\/WACV45572.2020.9093395"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1145\/3386569.3392469"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1145\/3407659"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2019.8794187"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/8899880"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1177\/0959651820945814"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.115"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58548-8_34"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00078"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00554"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01249-6_37"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-009-0273-6"},{"key":"ref107","article-title":"CMU graphics lab. Carnegie mellon university motion capture database","year":"2003"},{"key":"ref108","article-title":"Documentation mocap database HDM05. technical report CG-2007\u20132. Universit\u00e4t Bonn, Bonn, Germany","author":"M\u00fcller","year":"2007"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2012.6239234"},{"key":"ref110","first-page":"3454","article-title":"Learning social affordance for human-robot interaction","volume-title":"Proc. 25th Int. Joint Conf. Artif. Intell.","author":"Shu"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2019.2893247"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1109\/3DV.2017.00064"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00237"},{"key":"ref114","first-page":"387","volume-title":"Proc. Eur. Conf. Comput. Vis.","author":"Cao"},{"key":"ref115","article-title":"Charades-Ego: A large-scale dataset of paired third and first person videos","author":"Sigurdsson","year":"2018"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00509"},{"key":"ref117","article-title":"Adobe systems incs Mixamo","year":"2018"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1145\/2766999"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1109\/VRW50115.2020.00026"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376701"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.3389\/frvir.2021.646415"}],"container-title":["IEEE Transactions on Visualization and Computer Graphics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/2945\/10579898\/10230894.pdf?arnumber=10230894","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,2]],"date-time":"2024-07-02T04:34:39Z","timestamp":1719894879000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10230894\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,8]]},"references-count":121,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tvcg.2023.3308753","relation":{},"ISSN":["1077-2626","1941-0506","2160-9306"],"issn-type":[{"value":"1077-2626","type":"print"},{"value":"1941-0506","type":"electronic"},{"value":"2160-9306","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,8]]}}}