CN112257642B - 人体连续动作相似性评价方法及评价装置 - Google Patents
人体连续动作相似性评价方法及评价装置 Download PDFInfo
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- CN112257642B CN112257642B CN202011190897.0A CN202011190897A CN112257642B CN 112257642 B CN112257642 B CN 112257642B CN 202011190897 A CN202011190897 A CN 202011190897A CN 112257642 B CN112257642 B CN 112257642B
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- 238000011156 evaluation Methods 0.000 title claims abstract description 95
- 230000033001 locomotion Effects 0.000 title claims abstract description 76
- 230000009471 action Effects 0.000 claims abstract description 137
- 238000000034 method Methods 0.000 claims abstract description 59
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- 210000000707 wrist Anatomy 0.000 claims description 60
- 230000008569 process Effects 0.000 claims description 31
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- 210000003127 knee Anatomy 0.000 claims description 16
- 239000013598 vector Substances 0.000 claims description 13
- 238000010606 normalization Methods 0.000 claims description 11
- 238000013135 deep learning Methods 0.000 claims description 8
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- 238000004364 calculation method Methods 0.000 description 10
- 238000004422 calculation algorithm Methods 0.000 description 8
- 238000004458 analytical method Methods 0.000 description 2
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/20—Movements or behaviour, e.g. gesture recognition
- G06V40/23—Recognition of whole body movements, e.g. for sport training
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/22—Matching criteria, e.g. proximity measures
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CN117115757B (zh) * | 2023-10-24 | 2024-02-02 | 中安创科(深圳)技术有限公司 | 一种枪支实时监控系统及监控方法 |
Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2013257656A (ja) * | 2012-06-11 | 2013-12-26 | Kddi Corp | 動き類似度算出装置、動き類似度算出方法およびコンピュータプログラム |
CN109375766A (zh) * | 2018-09-13 | 2019-02-22 | 何艳玲 | 一种基于手势控制的新型学习方法 |
CN110097008A (zh) * | 2019-04-30 | 2019-08-06 | 苏州大学 | 一种人体动作识别方法 |
CN110245623A (zh) * | 2019-06-18 | 2019-09-17 | 重庆大学 | 一种实时人体运动姿势矫正方法及系统 |
CN110992454A (zh) * | 2019-11-29 | 2020-04-10 | 南京甄视智能科技有限公司 | 基于深度学习的实时动作捕捉和三维动画生成方法与装置 |
CN112215172A (zh) * | 2020-10-17 | 2021-01-12 | 西安交通大学 | 融合彩色图像与深度信息的人体卧姿三维姿态估计方法 |
CN114842391A (zh) * | 2022-05-14 | 2022-08-02 | 云知声智能科技股份有限公司 | 基于视频的运动姿态识别方法及系统 |
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- 2020-10-30 CN CN202011190897.0A patent/CN112257642B/zh active Active
Patent Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2013257656A (ja) * | 2012-06-11 | 2013-12-26 | Kddi Corp | 動き類似度算出装置、動き類似度算出方法およびコンピュータプログラム |
CN109375766A (zh) * | 2018-09-13 | 2019-02-22 | 何艳玲 | 一种基于手势控制的新型学习方法 |
CN110097008A (zh) * | 2019-04-30 | 2019-08-06 | 苏州大学 | 一种人体动作识别方法 |
CN110245623A (zh) * | 2019-06-18 | 2019-09-17 | 重庆大学 | 一种实时人体运动姿势矫正方法及系统 |
CN110992454A (zh) * | 2019-11-29 | 2020-04-10 | 南京甄视智能科技有限公司 | 基于深度学习的实时动作捕捉和三维动画生成方法与装置 |
CN112215172A (zh) * | 2020-10-17 | 2021-01-12 | 西安交通大学 | 融合彩色图像与深度信息的人体卧姿三维姿态估计方法 |
CN114842391A (zh) * | 2022-05-14 | 2022-08-02 | 云知声智能科技股份有限公司 | 基于视频的运动姿态识别方法及系统 |
Non-Patent Citations (3)
Title |
---|
Human action recognition using Dynamic Time Warping;"Samsu Sempena 等";International Conference on Electrical Engineering and Informatics;1-5页 * |
基于Kinect的动作评价方法研究;姜延丰;中国优秀硕士学位论文全文数据库 (信息科技辑);I138-420 * |
基于康复训练过程的人体步态分析;贾泽皓 等;人工智能与机器人研究;1-12页 * |
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