CN107239731B - 一种基于Faster R-CNN的手势检测和识别方法 - Google Patents
一种基于Faster R-CNN的手势检测和识别方法 Download PDFInfo
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- 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
- G06V40/28—Recognition of hand or arm movements, e.g. recognition of deaf sign language
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- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/107—Static hand or arm
- G06V40/113—Recognition of static hand signs
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Families Citing this family (21)
Publication number | Priority date | Publication date | Assignee | Title |
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CN107808138B (zh) * | 2017-10-31 | 2021-03-30 | 电子科技大学 | 一种基于FasterR-CNN的通信信号识别方法 |
CN108229324B (zh) * | 2017-11-30 | 2021-01-26 | 北京市商汤科技开发有限公司 | 手势追踪方法和装置、电子设备、计算机存储介质 |
CN108010060B (zh) * | 2017-12-06 | 2021-07-27 | 北京小米移动软件有限公司 | 目标检测方法及装置 |
CN107992841A (zh) * | 2017-12-13 | 2018-05-04 | 北京小米移动软件有限公司 | 识别图像中物体的方法及装置、电子设备、可读存储介质 |
CN108171246B (zh) * | 2017-12-21 | 2022-02-08 | 北京科技大学 | 一种服装显著区域检测方法 |
CN108209926A (zh) * | 2018-01-08 | 2018-06-29 | 西安科技大学 | 基于深度图像的人体身高测量系统 |
CN108509839A (zh) * | 2018-02-02 | 2018-09-07 | 东华大学 | 一种基于区域卷积神经网络高效的手势检测识别方法 |
CN108257139B (zh) * | 2018-02-26 | 2020-09-08 | 中国科学院大学 | 基于深度学习的rgb-d三维物体检测方法 |
CN108334955A (zh) * | 2018-03-01 | 2018-07-27 | 福州大学 | 基于Faster-RCNN的身份证复印件检测方法 |
CN109086725B (zh) * | 2018-08-10 | 2021-01-05 | 北京华捷艾米科技有限公司 | 手部跟踪方法及机器可读存储介质 |
CN109241982B (zh) * | 2018-09-06 | 2021-01-29 | 广西师范大学 | 基于深浅层卷积神经网络的目标检测方法 |
CN109815802A (zh) * | 2018-12-18 | 2019-05-28 | 中国海洋大学 | 一种基于卷积神经网络的监控视频车辆检测与识别方法 |
CN110008910B (zh) * | 2019-04-10 | 2022-01-28 | 江西理工大学 | 一种影视剧穿帮镜头的检测方法 |
CN110399816B (zh) * | 2019-07-15 | 2023-04-07 | 广西大学 | 一种基于Faster R-CNN的高速列车车底异物检测方法 |
CN110399850B (zh) * | 2019-07-30 | 2021-10-15 | 西安工业大学 | 一种基于深度神经网络的连续手语识别方法 |
CN110490167A (zh) * | 2019-08-26 | 2019-11-22 | 珠海格力电器股份有限公司 | 基于Faster-RCNN神经网络的榨汁机控制方法、存储器和榨汁机 |
CN110647946B (zh) * | 2019-09-29 | 2023-04-07 | 上海依图网络科技有限公司 | 一种画中画的检测方法、装置和计算机存储介质 |
CN111062312B (zh) * | 2019-12-13 | 2023-10-27 | RealMe重庆移动通信有限公司 | 手势识别方法、手势控制方法、装置、介质与终端设备 |
CN111428649B (zh) * | 2020-03-26 | 2021-02-09 | 自然资源部国土卫星遥感应用中心 | 一种风力发电设施遥感智能提取方法 |
CN111126515B (zh) * | 2020-03-30 | 2020-07-24 | 腾讯科技(深圳)有限公司 | 基于人工智能的模型训练方法和相关装置 |
CN112866064A (zh) * | 2021-01-04 | 2021-05-28 | 欧普照明电器(中山)有限公司 | 一种控制方法、控制系统及电子设备 |
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US10146318B2 (en) * | 2014-06-13 | 2018-12-04 | Thomas Malzbender | Techniques for using gesture recognition to effectuate character selection |
US10168785B2 (en) * | 2015-03-03 | 2019-01-01 | Nvidia Corporation | Multi-sensor based user interface |
CN106156744B (zh) * | 2016-07-11 | 2019-01-29 | 西安电子科技大学 | 基于cfar检测与深度学习的sar目标检测方法 |
CN106250812B (zh) * | 2016-07-15 | 2019-08-20 | 汤一平 | 一种基于快速r-cnn深度神经网络的车型识别方法 |
CN106504233B (zh) * | 2016-10-18 | 2019-04-09 | 国网山东省电力公司电力科学研究院 | 基于Faster R-CNN的无人机巡检图像电力小部件识别方法及系统 |
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基于卷积神经网络的手势识别研究;操小文等;《微型机与应用》;20160520;第35卷(第9期);第55-57、61页 * |
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Application publication date: 20171010 Assignee: Huzhou Bodian Network Technology Co.,Ltd. Assignor: JIANG University OF TECHNOLOGY Contract record no.: X2023980041703 Denomination of invention: A Gesture Detection and Recognition Method Based on Faster R-CNN Granted publication date: 20201030 License type: Common License Record date: 20230914 |
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Application publication date: 20171010 Assignee: Hangzhou Youshu Cloud Travel Information Technology Co.,Ltd. Assignor: JIANG University OF TECHNOLOGY Contract record no.: X2023980054817 Denomination of invention: A gesture detection and recognition method based on Faster R-CNN Granted publication date: 20201030 License type: Common License Record date: 20240102 Application publication date: 20171010 Assignee: Hangzhou Tianyin Computer System Engineering Co.,Ltd. Assignor: JIANG University OF TECHNOLOGY Contract record no.: X2023980054814 Denomination of invention: A gesture detection and recognition method based on Faster R-CNN Granted publication date: 20201030 License type: Common License Record date: 20240102 Application publication date: 20171010 Assignee: Hangzhou Yizheng Technology Co.,Ltd. Assignor: JIANG University OF TECHNOLOGY Contract record no.: X2023980054807 Denomination of invention: A gesture detection and recognition method based on Faster R-CNN Granted publication date: 20201030 License type: Common License Record date: 20240102 |
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Application publication date: 20171010 Assignee: HANGZHOU YONGGUAN NETWORK TECHNOLOGY CO.,LTD. Assignor: JIANG University OF TECHNOLOGY Contract record no.: X2024980000361 Denomination of invention: A gesture detection and recognition method based on Faster R-CNN Granted publication date: 20201030 License type: Common License Record date: 20240109 |