CN108596092B - 手势识别方法、装置、设备和存储介质 - Google Patents
手势识别方法、装置、设备和存储介质 Download PDFInfo
- Publication number
- CN108596092B CN108596092B CN201810373819.0A CN201810373819A CN108596092B CN 108596092 B CN108596092 B CN 108596092B CN 201810373819 A CN201810373819 A CN 201810373819A CN 108596092 B CN108596092 B CN 108596092B
- Authority
- CN
- China
- Prior art keywords
- frame
- image
- image frame
- effective
- gesture recognition
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 238000000034 method Methods 0.000 title claims abstract description 57
- 238000004458 analytical method Methods 0.000 claims abstract description 13
- 238000001514 detection method Methods 0.000 claims description 55
- 238000005070 sampling Methods 0.000 claims description 10
- 238000004590 computer program Methods 0.000 claims description 3
- 238000004364 calculation method Methods 0.000 description 12
- 238000013527 convolutional neural network Methods 0.000 description 11
- 238000010586 diagram Methods 0.000 description 10
- 238000013528 artificial neural network Methods 0.000 description 7
- 230000009471 action Effects 0.000 description 3
- 230000006835 compression Effects 0.000 description 3
- 238000007906 compression Methods 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 3
- 238000005265 energy consumption Methods 0.000 description 2
- 230000006870 function Effects 0.000 description 2
- 238000004422 calculation algorithm Methods 0.000 description 1
- 230000001427 coherent effect Effects 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000008569 process Effects 0.000 description 1
- 230000008707 rearrangement Effects 0.000 description 1
- 230000004044 response Effects 0.000 description 1
- 239000007787 solid Substances 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
Images
Classifications
-
- 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
- G06V40/28—Recognition of hand or arm movements, e.g. recognition of deaf sign language
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/017—Gesture based interaction, e.g. based on a set of recognized hand gestures
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
Abstract
Description
Claims (8)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810373819.0A CN108596092B (zh) | 2018-04-24 | 2018-04-24 | 手势识别方法、装置、设备和存储介质 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810373819.0A CN108596092B (zh) | 2018-04-24 | 2018-04-24 | 手势识别方法、装置、设备和存储介质 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN108596092A CN108596092A (zh) | 2018-09-28 |
CN108596092B true CN108596092B (zh) | 2021-05-18 |
Family
ID=63614388
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201810373819.0A Active CN108596092B (zh) | 2018-04-24 | 2018-04-24 | 手势识别方法、装置、设备和存储介质 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN108596092B (zh) |
Families Citing this family (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109409277B (zh) * | 2018-10-18 | 2020-11-24 | 北京旷视科技有限公司 | 手势识别方法、装置、智能终端及计算机存储介质 |
CN109784178A (zh) * | 2018-12-14 | 2019-05-21 | 深圳壹账通智能科技有限公司 | 基于手势识别的参数调节方法、装置及健身设备 |
CN111402027B (zh) * | 2018-12-14 | 2021-05-07 | 马上消费金融股份有限公司 | 身份识别方法、商品贷审核方法、装置及终端设备 |
CN109799905B (zh) * | 2018-12-28 | 2022-05-17 | 深圳云天励飞技术有限公司 | 一种手部跟踪方法和广告机 |
CN109977906B (zh) * | 2019-04-04 | 2021-06-01 | 睿魔智能科技(深圳)有限公司 | 手势识别方法及系统、计算机设备及存储介质 |
CN110434853B (zh) * | 2019-08-05 | 2021-05-14 | 北京云迹科技有限公司 | 一种机器人控制方法、装置及存储介质 |
CN110716648B (zh) * | 2019-10-22 | 2021-08-24 | 上海商汤智能科技有限公司 | 手势控制方法和装置 |
CN113071438B (zh) * | 2020-01-06 | 2023-03-24 | 北京地平线机器人技术研发有限公司 | 控制指令的生成方法和装置、存储介质、电子设备 |
CN111624572B (zh) * | 2020-05-26 | 2023-07-18 | 京东方科技集团股份有限公司 | 一种人体手部与人体手势识别的方法及装置 |
CN112100075B (zh) * | 2020-09-24 | 2024-03-15 | 腾讯科技(深圳)有限公司 | 一种用户界面回放方法、装置、设备及存储介质 |
CN112203015B (zh) * | 2020-09-28 | 2022-03-25 | 北京小米松果电子有限公司 | 相机控制方法、装置及介质系统 |
CN113239766A (zh) * | 2021-04-30 | 2021-08-10 | 复旦大学 | 基于深度神经网络的行为识别方法及智能报警装置 |
CN115421591B (zh) * | 2022-08-15 | 2024-03-15 | 珠海视熙科技有限公司 | 手势控制装置和摄像设备 |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104978032A (zh) * | 2015-07-08 | 2015-10-14 | 苏州奥莱维信息技术有限公司 | 一种基于手势识别的多媒体控制装置 |
CN106569600A (zh) * | 2016-10-31 | 2017-04-19 | 邯郸美的制冷设备有限公司 | 一种用于控制空调的手势校验方法及装置 |
CN106971130A (zh) * | 2016-01-14 | 2017-07-21 | 芋头科技(杭州)有限公司 | 一种以人脸为参照的手势识别方法 |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102546128A (zh) * | 2012-02-23 | 2012-07-04 | 广东白云学院 | 用于多通道盲反卷积级联神经网络的方法 |
-
2018
- 2018-04-24 CN CN201810373819.0A patent/CN108596092B/zh active Active
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104978032A (zh) * | 2015-07-08 | 2015-10-14 | 苏州奥莱维信息技术有限公司 | 一种基于手势识别的多媒体控制装置 |
CN106971130A (zh) * | 2016-01-14 | 2017-07-21 | 芋头科技(杭州)有限公司 | 一种以人脸为参照的手势识别方法 |
CN106569600A (zh) * | 2016-10-31 | 2017-04-19 | 邯郸美的制冷设备有限公司 | 一种用于控制空调的手势校验方法及装置 |
Also Published As
Publication number | Publication date |
---|---|
CN108596092A (zh) | 2018-09-28 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN108596092B (zh) | 手势识别方法、装置、设备和存储介质 | |
CN108960163B (zh) | 手势识别方法、装置、设备和存储介质 | |
KR101792866B1 (ko) | 이벤트 센서와 칼라 센서를 이용한 동작 인식 장치 및 그 방법 | |
KR102230630B1 (ko) | 빠른 제스처 재접속 | |
US9268412B2 (en) | Input apparatus having an input recognition unit and input recognition method by using the same | |
TWI537772B (zh) | 用於多回合觸控接觸追蹤之方法及計算裝置 | |
US8913019B2 (en) | Multi-finger detection and component resolution | |
CN106415472B (zh) | 一种手势控制方法、装置、终端设备和存储介质 | |
US8897490B2 (en) | Vision-based user interface and related method | |
US20110267258A1 (en) | Image based motion gesture recognition method and system thereof | |
JP2016520946A (ja) | 人間対コンピュータの自然な3次元ハンドジェスチャベースのナビゲーション方法 | |
CN105704375B (zh) | 一种图像处理的方法、终端及计算机可读存储介质 | |
CN105425964A (zh) | 一种手势识别方法和系统 | |
WO2015131675A1 (zh) | 滑动断线补偿方法、电子设备和计算机存储介质 | |
US20200218424A1 (en) | Touch detection method and computer-readable storage medium | |
CN104834412A (zh) | 一种基于非接触式的手势识别的触摸终端 | |
US20160320846A1 (en) | Method for providing user commands to an electronic processor and related processor program and electronic circuit | |
CN114138121B (zh) | 用户手势识别方法、装置、系统、存储介质及计算设备 | |
CN110703937A (zh) | 一种异常检测方法、装置、存储介质和终端设备 | |
CN105260044B (zh) | 电子设备及触控操作识别方法 | |
CN106598446B (zh) | 截图方法及装置 | |
CN105739881A (zh) | 一种信息处理方法及电子设备 | |
CN112702530B (zh) | 算法控制方法及电子设备 | |
KR101386655B1 (ko) | 3d 공간 터치 시스템 및 방법 | |
KR101299695B1 (ko) | 시차 맵을 사용한 포인팅 장치 및 제스쳐 인식 방법 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant | ||
PE01 | Entry into force of the registration of the contract for pledge of patent right |
Denomination of invention: Hand gesture recognition method, device, device and storage medium Effective date of registration: 20221008 Granted publication date: 20210518 Pledgee: Industrial Bank Co.,Ltd. Shanghai Xuhui sub branch Pledgor: HISCENE INFORMATION TECHNOLOGY Co.,Ltd. Registration number: Y2022310000277 |
|
PE01 | Entry into force of the registration of the contract for pledge of patent right | ||
CP02 | Change in the address of a patent holder | ||
CP02 | Change in the address of a patent holder |
Address after: 201210 7th Floor, No. 1, Lane 5005, Shenjiang Road, China (Shanghai) Pilot Free Trade Zone, Pudong New Area, Shanghai Patentee after: HISCENE INFORMATION TECHNOLOGY Co.,Ltd. Address before: Room 501 / 503-505, 570 shengxia Road, China (Shanghai) pilot Free Trade Zone, Pudong New Area, Shanghai, 201203 Patentee before: HISCENE INFORMATION TECHNOLOGY Co.,Ltd. |
|
PC01 | Cancellation of the registration of the contract for pledge of patent right | ||
PC01 | Cancellation of the registration of the contract for pledge of patent right |
Date of cancellation: 20230906 Granted publication date: 20210518 Pledgee: Industrial Bank Co.,Ltd. Shanghai Xuhui sub branch Pledgor: HISCENE INFORMATION TECHNOLOGY Co.,Ltd. Registration number: Y2022310000277 |
|
PE01 | Entry into force of the registration of the contract for pledge of patent right | ||
PE01 | Entry into force of the registration of the contract for pledge of patent right |
Denomination of invention: Gesture recognition methods, devices, devices, and storage media Effective date of registration: 20231107 Granted publication date: 20210518 Pledgee: Industrial Bank Co.,Ltd. Shanghai Caohejing sub branch Pledgor: HISCENE INFORMATION TECHNOLOGY Co.,Ltd. Registration number: Y2023310000719 |