SG11202003818YA - Key point detection method and apparatus, electronic device, and storage medium - Google Patents
Key point detection method and apparatus, electronic device, and storage mediumInfo
- Publication number
- SG11202003818YA SG11202003818YA SG11202003818YA SG11202003818YA SG11202003818YA SG 11202003818Y A SG11202003818Y A SG 11202003818YA SG 11202003818Y A SG11202003818Y A SG 11202003818YA SG 11202003818Y A SG11202003818Y A SG 11202003818YA SG 11202003818Y A SG11202003818Y A SG 11202003818YA
- Authority
- SG
- Singapore
- Prior art keywords
- electronic device
- storage medium
- detection method
- key point
- point detection
- Prior art date
Links
Classifications
-
- 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/25—Fusion techniques
- G06F18/253—Fusion techniques of extracted features
-
- 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
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—Extraction of image or video features
- G06V10/46—Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features
- G06V10/462—Salient features, e.g. scale invariant feature transforms [SIFT]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
- G06V10/80—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
- G06V10/806—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level of extracted features
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
-
- 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
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V2201/00—Indexing scheme relating to image or video recognition or understanding
- G06V2201/03—Recognition of patterns in medical or anatomical images
- G06V2201/033—Recognition of patterns in medical or anatomical images of skeletal patterns
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02T—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO TRANSPORTATION
- Y02T10/00—Road transport of goods or passengers
- Y02T10/10—Internal combustion engine [ICE] based vehicles
- Y02T10/40—Engine management systems
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201811367869.4A CN109614876B (en) | 2018-11-16 | 2018-11-16 | Key point detection method and device, electronic equipment and storage medium |
PCT/CN2019/083721 WO2020098225A1 (en) | 2018-11-16 | 2019-04-22 | Key point detection method and apparatus, electronic device and storage medium |
Publications (1)
Publication Number | Publication Date |
---|---|
SG11202003818YA true SG11202003818YA (en) | 2020-06-29 |
Family
ID=66003175
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG11202003818YA SG11202003818YA (en) | 2018-11-16 | 2019-04-22 | Key point detection method and apparatus, electronic device, and storage medium |
Country Status (7)
Country | Link |
---|---|
US (1) | US20200250462A1 (en) |
JP (1) | JP6944051B2 (en) |
KR (1) | KR102394354B1 (en) |
CN (7) | CN113569796A (en) |
SG (1) | SG11202003818YA (en) |
TW (1) | TWI720598B (en) |
WO (1) | WO2020098225A1 (en) |
Families Citing this family (33)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR102227583B1 (en) * | 2018-08-03 | 2021-03-15 | 한국과학기술원 | Method and apparatus for camera calibration based on deep learning |
CN113569796A (en) * | 2018-11-16 | 2021-10-29 | 北京市商汤科技开发有限公司 | Key point detection method and device, electronic equipment and storage medium |
JP7103240B2 (en) * | 2019-01-10 | 2022-07-20 | 日本電信電話株式会社 | Object detection and recognition devices, methods, and programs |
CN110378253B (en) * | 2019-07-01 | 2021-03-26 | 浙江大学 | Real-time key point detection method based on lightweight neural network |
CN110378976B (en) * | 2019-07-18 | 2020-11-13 | 北京市商汤科技开发有限公司 | Image processing method and device, electronic equipment and storage medium |
CN110705563B (en) * | 2019-09-07 | 2020-12-29 | 创新奇智(重庆)科技有限公司 | Industrial part key point detection method based on deep learning |
CN110647834B (en) * | 2019-09-18 | 2021-06-25 | 北京市商汤科技开发有限公司 | Human face and human hand correlation detection method and device, electronic equipment and storage medium |
KR20210062477A (en) * | 2019-11-21 | 2021-05-31 | 삼성전자주식회사 | Electronic apparatus and control method thereof |
US11080833B2 (en) * | 2019-11-22 | 2021-08-03 | Adobe Inc. | Image manipulation using deep learning techniques in a patch matching operation |
WO2021146890A1 (en) * | 2020-01-21 | 2021-07-29 | Beijing Didi Infinity Technology And Development Co., Ltd. | Systems and methods for object detection in image using detection model |
CN111414823B (en) * | 2020-03-12 | 2023-09-12 | Oppo广东移动通信有限公司 | Human body characteristic point detection method and device, electronic equipment and storage medium |
CN111382714B (en) * | 2020-03-13 | 2023-02-17 | Oppo广东移动通信有限公司 | Image detection method, device, terminal and storage medium |
CN111401335B (en) * | 2020-04-29 | 2023-06-30 | Oppo广东移动通信有限公司 | Key point detection method and device and storage medium |
CN111709428B (en) * | 2020-05-29 | 2023-09-15 | 北京百度网讯科技有限公司 | Method and device for identifying positions of key points in image, electronic equipment and medium |
CN111784642B (en) * | 2020-06-10 | 2021-12-28 | 中铁四局集团有限公司 | Image processing method, target recognition model training method and target recognition method |
CN111695519B (en) * | 2020-06-12 | 2023-08-08 | 北京百度网讯科技有限公司 | Method, device, equipment and storage medium for positioning key point |
US11847823B2 (en) | 2020-06-18 | 2023-12-19 | Apple Inc. | Object and keypoint detection system with low spatial jitter, low latency and low power usage |
CN111709945B (en) * | 2020-07-17 | 2023-06-30 | 深圳市网联安瑞网络科技有限公司 | Video copy detection method based on depth local features |
CN112131925A (en) * | 2020-07-22 | 2020-12-25 | 浙江元亨通信技术股份有限公司 | Construction method of multi-channel characteristic space pyramid |
CN112149558A (en) * | 2020-09-22 | 2020-12-29 | 驭势科技(南京)有限公司 | Image processing method, network and electronic equipment for key point detection |
CN112232361B (en) * | 2020-10-13 | 2021-09-21 | 国网电子商务有限公司 | Image processing method and device, electronic equipment and computer readable storage medium |
CN112364699A (en) * | 2020-10-14 | 2021-02-12 | 珠海欧比特宇航科技股份有限公司 | Remote sensing image segmentation method, device and medium based on weighted loss fusion network |
CN112257728B (en) * | 2020-11-12 | 2021-08-17 | 腾讯科技(深圳)有限公司 | Image processing method, image processing apparatus, computer device, and storage medium |
CN112329888B (en) * | 2020-11-26 | 2023-11-14 | Oppo广东移动通信有限公司 | Image processing method, device, electronic equipment and storage medium |
CN112581450B (en) * | 2020-12-21 | 2024-04-16 | 北京工业大学 | Pollen detection method based on expansion convolution pyramid and multi-scale pyramid |
CN112800834B (en) * | 2020-12-25 | 2022-08-12 | 温州晶彩光电有限公司 | Method and system for positioning colorful spot light based on kneeling behavior identification |
CN112836710B (en) * | 2021-02-23 | 2022-02-22 | 浙大宁波理工学院 | Room layout estimation and acquisition method and system based on feature pyramid network |
KR20220125719A (en) * | 2021-04-28 | 2022-09-14 | 베이징 바이두 넷컴 사이언스 테크놀로지 컴퍼니 리미티드 | Method and equipment for training target detection model, method and equipment for detection of target object, electronic equipment, storage medium and computer program |
KR102647320B1 (en) * | 2021-11-23 | 2024-03-12 | 숭실대학교산학협력단 | Apparatus and method for tracking object |
CN114022657B (en) * | 2022-01-06 | 2022-05-24 | 高视科技(苏州)有限公司 | Screen defect classification method, electronic equipment and storage medium |
CN114724175B (en) * | 2022-03-04 | 2024-03-29 | 亿达信息技术有限公司 | Pedestrian image detection network, pedestrian image detection method, pedestrian image training method, electronic device and medium |
WO2024011281A1 (en) * | 2022-07-11 | 2024-01-18 | James Cook University | A method and a system for automated prediction of characteristics of aquaculture animals |
CN116738296B (en) * | 2023-08-14 | 2024-04-02 | 大有期货有限公司 | Comprehensive intelligent monitoring system for machine room conditions |
Family Cites Families (39)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0486635A1 (en) * | 1990-05-22 | 1992-05-27 | International Business Machines Corporation | Scalable flow virtual learning neurocomputer |
CN101510257B (en) * | 2009-03-31 | 2011-08-10 | 华为技术有限公司 | Human face similarity degree matching method and device |
CN101980290B (en) * | 2010-10-29 | 2012-06-20 | 西安电子科技大学 | Method for fusing multi-focus images in anti-noise environment |
CN102622730A (en) * | 2012-03-09 | 2012-08-01 | 武汉理工大学 | Remote sensing image fusion processing method based on non-subsampled Laplacian pyramid and bi-dimensional empirical mode decomposition (BEMD) |
CN103049895B (en) * | 2012-12-17 | 2016-01-20 | 华南理工大学 | Based on the multimode medical image fusion method of translation invariant shearing wave conversion |
CN103279957B (en) * | 2013-05-31 | 2015-11-25 | 北京师范大学 | A kind of remote sensing images area-of-interest exacting method based on multi-scale feature fusion |
CN103793692A (en) * | 2014-01-29 | 2014-05-14 | 五邑大学 | Low-resolution multi-spectral palm print and palm vein real-time identity recognition method and system |
JP6474210B2 (en) * | 2014-07-31 | 2019-02-27 | インターナショナル・ビジネス・マシーンズ・コーポレーションInternational Business Machines Corporation | High-speed search method for large-scale image database |
WO2016054779A1 (en) * | 2014-10-09 | 2016-04-14 | Microsoft Technology Licensing, Llc | Spatial pyramid pooling networks for image processing |
CN104346607B (en) * | 2014-11-06 | 2017-12-22 | 上海电机学院 | Face identification method based on convolutional neural networks |
US9552510B2 (en) * | 2015-03-18 | 2017-01-24 | Adobe Systems Incorporated | Facial expression capture for character animation |
CN104793620B (en) * | 2015-04-17 | 2019-06-18 | 中国矿业大学 | The avoidance robot of view-based access control model feature binding and intensified learning theory |
CN104866868B (en) * | 2015-05-22 | 2018-09-07 | 杭州朗和科技有限公司 | Metal coins recognition methods based on deep neural network and device |
US10007863B1 (en) * | 2015-06-05 | 2018-06-26 | Gracenote, Inc. | Logo recognition in images and videos |
CN105184779B (en) * | 2015-08-26 | 2018-04-06 | 电子科技大学 | One kind is based on the pyramidal vehicle multiscale tracing method of swift nature |
CN105912990B (en) * | 2016-04-05 | 2019-10-08 | 深圳先进技术研究院 | The method and device of Face datection |
GB2549554A (en) * | 2016-04-21 | 2017-10-25 | Ramot At Tel-Aviv Univ Ltd | Method and system for detecting an object in an image |
US10032067B2 (en) * | 2016-05-28 | 2018-07-24 | Samsung Electronics Co., Ltd. | System and method for a unified architecture multi-task deep learning machine for object recognition |
US20170360411A1 (en) * | 2016-06-20 | 2017-12-21 | Alex Rothberg | Automated image analysis for identifying a medical parameter |
CN106339680B (en) * | 2016-08-25 | 2019-07-23 | 北京小米移动软件有限公司 | Face key independent positioning method and device |
US10365617B2 (en) * | 2016-12-12 | 2019-07-30 | Dmo Systems Limited | Auto defect screening using adaptive machine learning in semiconductor device manufacturing flow |
US10600184B2 (en) * | 2017-01-27 | 2020-03-24 | Arterys Inc. | Automated segmentation utilizing fully convolutional networks |
CN108229490B (en) * | 2017-02-23 | 2021-01-05 | 北京市商汤科技开发有限公司 | Key point detection method, neural network training method, device and electronic equipment |
CN106934397B (en) * | 2017-03-13 | 2020-09-01 | 北京市商汤科技开发有限公司 | Image processing method and device and electronic equipment |
WO2018169639A1 (en) * | 2017-03-17 | 2018-09-20 | Nec Laboratories America, Inc | Recognition in unlabeled videos with domain adversarial learning and knowledge distillation |
CN108664981B (en) * | 2017-03-30 | 2021-10-26 | 北京航空航天大学 | Salient image extraction method and device |
CN107194318B (en) * | 2017-04-24 | 2020-06-12 | 北京航空航天大学 | Target detection assisted scene identification method |
CN108229281B (en) * | 2017-04-25 | 2020-07-17 | 北京市商汤科技开发有限公司 | Neural network generation method, face detection device and electronic equipment |
CN108229497B (en) * | 2017-07-28 | 2021-01-05 | 北京市商汤科技开发有限公司 | Image processing method, image processing apparatus, storage medium, computer program, and electronic device |
CN107909041A (en) * | 2017-11-21 | 2018-04-13 | 清华大学 | A kind of video frequency identifying method based on space-time pyramid network |
CN108182384B (en) * | 2017-12-07 | 2020-09-29 | 浙江大华技术股份有限公司 | Face feature point positioning method and device |
CN108021923B (en) * | 2017-12-07 | 2020-10-23 | 上海为森车载传感技术有限公司 | Image feature extraction method for deep neural network |
CN108280455B (en) * | 2018-01-19 | 2021-04-02 | 北京市商汤科技开发有限公司 | Human body key point detection method and apparatus, electronic device, program, and medium |
CN108229445A (en) * | 2018-02-09 | 2018-06-29 | 深圳市唯特视科技有限公司 | A kind of more people's Attitude estimation methods based on cascade pyramid network |
CN108664885B (en) * | 2018-03-19 | 2021-08-31 | 杭州电子科技大学 | Human body key point detection method based on multi-scale cascade Hourglass network |
CN108520251A (en) * | 2018-04-20 | 2018-09-11 | 北京市商汤科技开发有限公司 | Critical point detection method and device, electronic equipment and storage medium |
CN108596087B (en) * | 2018-04-23 | 2020-09-15 | 合肥湛达智能科技有限公司 | Driving fatigue degree detection regression model based on double-network result |
CN108764133B (en) * | 2018-05-25 | 2020-10-20 | 北京旷视科技有限公司 | Image recognition method, device and system |
CN113569796A (en) * | 2018-11-16 | 2021-10-29 | 北京市商汤科技开发有限公司 | Key point detection method and device, electronic equipment and storage medium |
-
2018
- 2018-11-16 CN CN202110902644.XA patent/CN113569796A/en active Pending
- 2018-11-16 CN CN202110904119.1A patent/CN113569798A/en active Pending
- 2018-11-16 CN CN202110904136.5A patent/CN113591755B/en active Active
- 2018-11-16 CN CN202110902646.9A patent/CN113569797A/en active Pending
- 2018-11-16 CN CN201811367869.4A patent/CN109614876B/en active Active
- 2018-11-16 CN CN202110902641.6A patent/CN113591750A/en active Pending
- 2018-11-16 CN CN202110904124.2A patent/CN113591754B/en active Active
-
2019
- 2019-04-22 SG SG11202003818YA patent/SG11202003818YA/en unknown
- 2019-04-22 KR KR1020207012580A patent/KR102394354B1/en active IP Right Grant
- 2019-04-22 JP JP2020518758A patent/JP6944051B2/en active Active
- 2019-04-22 WO PCT/CN2019/083721 patent/WO2020098225A1/en active Application Filing
- 2019-08-26 TW TW108130497A patent/TWI720598B/en active
-
2020
- 2020-04-22 US US16/855,630 patent/US20200250462A1/en not_active Abandoned
Also Published As
Publication number | Publication date |
---|---|
CN113569796A (en) | 2021-10-29 |
US20200250462A1 (en) | 2020-08-06 |
TWI720598B (en) | 2021-03-01 |
KR20200065033A (en) | 2020-06-08 |
CN109614876B (en) | 2021-07-27 |
CN113591755B (en) | 2024-04-16 |
CN113569797A (en) | 2021-10-29 |
KR102394354B1 (en) | 2022-05-04 |
WO2020098225A1 (en) | 2020-05-22 |
CN113591750A (en) | 2021-11-02 |
CN113569798A (en) | 2021-10-29 |
CN113591754A (en) | 2021-11-02 |
CN109614876A (en) | 2019-04-12 |
CN113591754B (en) | 2022-08-02 |
JP6944051B2 (en) | 2021-10-06 |
JP2021508388A (en) | 2021-03-04 |
CN113591755A (en) | 2021-11-02 |
TW202020806A (en) | 2020-06-01 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
SG11202003818YA (en) | Key point detection method and apparatus, electronic device, and storage medium | |
SG11202009794RA (en) | Key point detection method and apparatus, electronic device and storage medium | |
SG11202104992RA (en) | Face key point detection method, apparatus, computer device and storage medium | |
EP3955158A4 (en) | Object detection method and apparatus, electronic device, and storage medium | |
SG11202012755TA (en) | Target object detection method and apparatus, and electronic device and storage medium | |
SG11202110565RA (en) | Face recognition method and apparatus, electronic device, and storage medium | |
SG11202002741VA (en) | Method and apparatus for anti-spoofing detection, electronic device, and storage medium | |
SG10202005728SA (en) | Face liveness detection method and apparatus, and electronic device | |
SG11201913733QA (en) | Pedestrian re-identification method and apparatus, electronic device, and storage medium | |
SG11202006192YA (en) | Face recognition method and apparatus, electronic device, and storage medium | |
EP3872689A4 (en) | Liveness detection method and device, electronic apparatus, storage medium and related system using the liveness detection method | |
EP3605388A4 (en) | Face detection method and apparatus, computer device, and storage medium | |
SG11202011407VA (en) | Information detection method, apparatus and device | |
SG11202008103YA (en) | Method and apparatus for liveness detection, electronic device, and storage medium | |
EP3840484A4 (en) | Wake-up method, wake-up apparatus, electronic device and computer-readable storage medium | |
EP3627429A4 (en) | Information processing method and apparatus, electronic device, and storage medium | |
EP3847958A4 (en) | Arrhythmia detection method and apparatus, electronic device, and computer storage medium | |
SG11202005080VA (en) | Method, apparatus and system for liveness detection, electronic device, and storage medium | |
EP3627810A4 (en) | Proximity detection method and apparatus, storage medium, and electronic device | |
SG11202003953RA (en) | Anchor determination method and apparatus, electronic device, and storage medium | |
EP3627461A4 (en) | Information processing method and apparatus, electronic device, and storage medium | |
SG11202007158UA (en) | Object prediction method and apparatus, electronic device and storage medium | |
SG11202106429VA (en) | Botnet domain name family detecting method, apparatus, device, and storage medium | |
EP3848798A4 (en) | Information processing method and apparatus, storage medium, and electronic device | |
SG11202103561TA (en) | Audio detection method and apparatus, and device and storage medium |