CN112085105A - 一种基于人体形状与姿态估计的动作相似度评价方法 - Google Patents
一种基于人体形状与姿态估计的动作相似度评价方法 Download PDFInfo
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CN112906653A (zh) * | 2021-03-26 | 2021-06-04 | 河北工业大学 | 一种多人交互的运动训练与评估系统 |
Citations (14)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20070268295A1 (en) * | 2006-05-19 | 2007-11-22 | Kabushiki Kaisha Toshiba | Posture estimation apparatus and method of posture estimation |
AU2009281762A1 (en) * | 2008-08-15 | 2010-02-18 | Brown University | Method and apparatus for estimating body shape |
WO2010027015A1 (ja) * | 2008-09-05 | 2010-03-11 | 国立大学法人東京大学 | モーションキャプチャ装置 |
CN102074034A (zh) * | 2011-01-06 | 2011-05-25 | 西安电子科技大学 | 多模型人体运动跟踪方法 |
CN102402288A (zh) * | 2010-09-07 | 2012-04-04 | 微软公司 | 用于快速且概率性的骨架跟踪的系统 |
US20150206003A1 (en) * | 2009-05-11 | 2015-07-23 | Universitat Zu Lubeck | Method for the Real-Time-Capable, Computer-Assisted Analysis of an Image Sequence Containing a Variable Pose |
GB201613959D0 (en) * | 2015-08-14 | 2016-09-28 | Metail Ltd | Methods of generating personalized 3d head models or 3d body models |
WO2016207311A1 (en) * | 2015-06-24 | 2016-12-29 | MAX-PLANCK-Gesellschaft zur Förderung der Wissenschaften e.V. | Skinned multi-person linear model |
CN109636831A (zh) * | 2018-12-19 | 2019-04-16 | 安徽大学 | 一种估计三维人体姿态及手部信息的方法 |
CN110097639A (zh) * | 2019-03-18 | 2019-08-06 | 北京工业大学 | 一种三维人体姿态估计方法 |
US20190371080A1 (en) * | 2018-06-05 | 2019-12-05 | Cristian SMINCHISESCU | Image processing method, system and device |
US20200058137A1 (en) * | 2015-06-24 | 2020-02-20 | Sergi PUJADES | Skinned Multi-Person Linear Model |
CN111144217A (zh) * | 2019-11-28 | 2020-05-12 | 重庆邮电大学 | 一种基于人体三维关节点检测的动作评价方法 |
CN111539352A (zh) * | 2020-04-27 | 2020-08-14 | 支付宝(杭州)信息技术有限公司 | 一种判断人体关节运动方向的方法及系统 |
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- 2020-09-10 CN CN202010946255.2A patent/CN112085105A/zh active Pending
Patent Citations (14)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20070268295A1 (en) * | 2006-05-19 | 2007-11-22 | Kabushiki Kaisha Toshiba | Posture estimation apparatus and method of posture estimation |
AU2009281762A1 (en) * | 2008-08-15 | 2010-02-18 | Brown University | Method and apparatus for estimating body shape |
WO2010027015A1 (ja) * | 2008-09-05 | 2010-03-11 | 国立大学法人東京大学 | モーションキャプチャ装置 |
US20150206003A1 (en) * | 2009-05-11 | 2015-07-23 | Universitat Zu Lubeck | Method for the Real-Time-Capable, Computer-Assisted Analysis of an Image Sequence Containing a Variable Pose |
CN102402288A (zh) * | 2010-09-07 | 2012-04-04 | 微软公司 | 用于快速且概率性的骨架跟踪的系统 |
CN102074034A (zh) * | 2011-01-06 | 2011-05-25 | 西安电子科技大学 | 多模型人体运动跟踪方法 |
US20200058137A1 (en) * | 2015-06-24 | 2020-02-20 | Sergi PUJADES | Skinned Multi-Person Linear Model |
WO2016207311A1 (en) * | 2015-06-24 | 2016-12-29 | MAX-PLANCK-Gesellschaft zur Förderung der Wissenschaften e.V. | Skinned multi-person linear model |
GB201613959D0 (en) * | 2015-08-14 | 2016-09-28 | Metail Ltd | Methods of generating personalized 3d head models or 3d body models |
US20190371080A1 (en) * | 2018-06-05 | 2019-12-05 | Cristian SMINCHISESCU | Image processing method, system and device |
CN109636831A (zh) * | 2018-12-19 | 2019-04-16 | 安徽大学 | 一种估计三维人体姿态及手部信息的方法 |
CN110097639A (zh) * | 2019-03-18 | 2019-08-06 | 北京工业大学 | 一种三维人体姿态估计方法 |
CN111144217A (zh) * | 2019-11-28 | 2020-05-12 | 重庆邮电大学 | 一种基于人体三维关节点检测的动作评价方法 |
CN111539352A (zh) * | 2020-04-27 | 2020-08-14 | 支付宝(杭州)信息技术有限公司 | 一种判断人体关节运动方向的方法及系统 |
Non-Patent Citations (4)
Title |
---|
XIAO, B.等: ""Simple baselines for human pose estimation and tracking"", 《PROCEEDINGS OF THE EUROPEAN CONFERENCE ON COMPUTER VISION (ECCV)》, 17 April 2018 (2018-04-17), pages 466 - 481 * |
Y. ZHAO等: ""Accurate Pedestrian Detection by Human Pose Regression"", 《IEEE TRANSACTIONS ON IMAGE PROCESSING》, vol. 29, 26 September 2019 (2019-09-26), pages 1591 - 1605, XP011754343, DOI: 10.1109/TIP.2019.2942686 * |
蔡冠蓝: ""柔性姿态估计和时空特征结合的乒乓球动作视频片段关键帧提取"", 《科学技术与工程》, vol. 19, no. 25, 30 September 2019 (2019-09-30), pages 268 - 272 * |
陈姝: ""基于视频的人体运动跟踪与重构方法研究"", 《中国博士学位论文全文数据库 信息科技辑》, no. 2, 15 February 2010 (2010-02-15), pages 138 - 20 * |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112906653A (zh) * | 2021-03-26 | 2021-06-04 | 河北工业大学 | 一种多人交互的运动训练与评估系统 |
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