WO2021066392A3 - 골프 스윙에 관한 정보를 추정하기 위한 방법, 디바이스 및 비일시성의 컴퓨터 판독 가능한 기록 매체 - Google Patents

골프 스윙에 관한 정보를 추정하기 위한 방법, 디바이스 및 비일시성의 컴퓨터 판독 가능한 기록 매체 Download PDF

Info

Publication number
WO2021066392A3
WO2021066392A3 PCT/KR2020/012996 KR2020012996W WO2021066392A3 WO 2021066392 A3 WO2021066392 A3 WO 2021066392A3 KR 2020012996 W KR2020012996 W KR 2020012996W WO 2021066392 A3 WO2021066392 A3 WO 2021066392A3
Authority
WO
WIPO (PCT)
Prior art keywords
golf swing
estimating information
recording medium
transitory computer
readable recording
Prior art date
Application number
PCT/KR2020/012996
Other languages
English (en)
French (fr)
Other versions
WO2021066392A2 (ko
Inventor
이용근
Original Assignee
주식회사 모아이스
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by 주식회사 모아이스 filed Critical 주식회사 모아이스
Priority to US17/765,581 priority Critical patent/US20220362630A1/en
Publication of WO2021066392A2 publication Critical patent/WO2021066392A2/ko
Publication of WO2021066392A3 publication Critical patent/WO2021066392A3/ko

Links

Classifications

    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B24/00—Electric or electronic controls for exercising apparatus of preceding groups; Controlling or monitoring of exercises, sportive games, training or athletic performances
    • A63B24/0003—Analysing the course of a movement or motion sequences during an exercise or trainings sequence, e.g. swing for golf or tennis
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B24/00—Electric or electronic controls for exercising apparatus of preceding groups; Controlling or monitoring of exercises, sportive games, training or athletic performances
    • A63B24/0003—Analysing the course of a movement or motion sequences during an exercise or trainings sequence, e.g. swing for golf or tennis
    • A63B24/0006—Computerised comparison for qualitative assessment of motion sequences or the course of a movement
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B24/00—Electric or electronic controls for exercising apparatus of preceding groups; Controlling or monitoring of exercises, sportive games, training or athletic performances
    • A63B24/0062—Monitoring athletic performances, e.g. for determining the work of a user on an exercise apparatus, the completed jogging or cycling distance
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B69/00—Training appliances or apparatus for special sports
    • A63B69/36—Training appliances or apparatus for special sports for golf
    • A63B69/3623—Training appliances or apparatus for special sports for golf for driving
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/20—Analysis of motion
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • 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
    • G06V40/20—Movements or behaviour, e.g. gesture recognition
    • G06V40/23—Recognition of whole body movements, e.g. for sport training
    • 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
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B2102/00—Application of clubs, bats, rackets or the like to the sporting activity ; particular sports involving the use of balls and clubs, bats, rackets, or the like
    • A63B2102/32—Golf
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B2220/00—Measuring of physical parameters relating to sporting activity
    • A63B2220/05—Image processing for measuring physical parameters
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B2220/00—Measuring of physical parameters relating to sporting activity
    • A63B2220/80—Special sensors, transducers or devices therefor
    • A63B2220/806—Video cameras
    • A—HUMAN NECESSITIES
    • A63—SPORTS; GAMES; AMUSEMENTS
    • A63B—APPARATUS FOR PHYSICAL TRAINING, GYMNASTICS, SWIMMING, CLIMBING, OR FENCING; BALL GAMES; TRAINING EQUIPMENT
    • A63B2220/00—Measuring of physical parameters relating to sporting activity
    • A63B2220/80—Special sensors, transducers or devices therefor
    • A63B2220/807—Photo cameras
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30196—Human being; Person
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30221—Sports video; Sports image

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Physical Education & Sports Medicine (AREA)
  • Multimedia (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Biophysics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computational Linguistics (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Psychiatry (AREA)
  • Social Psychology (AREA)
  • Human Computer Interaction (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Image Analysis (AREA)

Abstract

본 발명의 일 태양에 따르면, 골프 스윙에 관한 정보를 추정하기 위한 방법으로서, 사용자의 골프 스윙에 관한 촬영 이미지가 획득되면, 인공신경망 모델을 이용하여 상기 촬영 이미지에서 상기 사용자의 적어도 하나의 관절을 검출하는 단계, 및 상기 검출되는 적어도 하나의 관절의 위치를 참조하여 상기 사용자의 골프 스윙에 관한 정보를 추정하는 단계를 포함하는 방법이 제공된다.
PCT/KR2020/012996 2019-10-02 2020-09-24 골프 스윙에 관한 정보를 추정하기 위한 방법, 디바이스 및 비일시성의 컴퓨터 판독 가능한 기록 매체 WO2021066392A2 (ko)

Priority Applications (1)

Application Number Priority Date Filing Date Title
US17/765,581 US20220362630A1 (en) 2019-10-02 2020-09-24 Method, device, and non-transitory computer-readable recording medium for estimating information on golf swing

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
KR1020190122661A KR20210039875A (ko) 2019-10-02 2019-10-02 골프 스윙에 관한 정보를 추정하기 위한 방법, 디바이스 및 비일시성의 컴퓨터 판독 가능한 기록 매체
KR10-2019-0122661 2019-10-02

Publications (2)

Publication Number Publication Date
WO2021066392A2 WO2021066392A2 (ko) 2021-04-08
WO2021066392A3 true WO2021066392A3 (ko) 2021-05-27

Family

ID=75337231

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/KR2020/012996 WO2021066392A2 (ko) 2019-10-02 2020-09-24 골프 스윙에 관한 정보를 추정하기 위한 방법, 디바이스 및 비일시성의 컴퓨터 판독 가능한 기록 매체

Country Status (3)

Country Link
US (1) US20220362630A1 (ko)
KR (2) KR20210039875A (ko)
WO (1) WO2021066392A2 (ko)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102534463B1 (ko) * 2021-06-02 2023-05-30 주식회사 인반트 Ａｉ기반의 인체 관절 및 골프 클럽 추출을 이용한 골프 레슨 시스템
US11944870B2 (en) * 2022-03-31 2024-04-02 bOMDIC Inc. Movement determination method, movement determination device and computer-readable storage medium
KR102666908B1 (ko) 2022-10-24 2024-05-20 주식회사 이지시크 프로와 사용자의 스윙을 겹쳐 분석 및 제공하는 골프 자세 교정 시스템

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20050080492A (ko) * 2004-02-09 2005-08-12 김광태 골프공 감지장치 및 이를 구비한 골프스윙 분석기
KR101428922B1 (ko) * 2013-04-19 2014-08-11 한밭대학교 산학협력단 퍼지 시스템을 이용한 골프 스윙 분류 장치 및 방법
JP2014530047A (ja) * 2011-09-20 2014-11-17 ブライアン・フランシス・ムーニー ゴルフ・スイングを分析するための装置および方法
KR20160121379A (ko) * 2015-04-09 2016-10-19 한국전자통신연구원 골프 동작 분석 장치 및 방법
KR20190019824A (ko) * 2017-08-18 2019-02-27 강다겸 자세 가이드 제공 방법 및 그 장치

Family Cites Families (23)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7383728B2 (en) * 2005-07-13 2008-06-10 Ultimate Balance, Inc. Orientation and motion sensing in athletic training systems, physical rehabilitation and evaluation systems, and hand-held devices
US9134534B2 (en) * 2010-02-28 2015-09-15 Microsoft Technology Licensing, Llc See-through near-eye display glasses including a modular image source
US8550819B2 (en) * 2010-08-12 2013-10-08 Gary Anderson Motion training schematic and method of instruction
US9619891B2 (en) * 2010-08-26 2017-04-11 Blast Motion Inc. Event analysis and tagging system
US9940508B2 (en) * 2010-08-26 2018-04-10 Blast Motion Inc. Event detection, confirmation and publication system that integrates sensor data and social media
US9167991B2 (en) * 2010-09-30 2015-10-27 Fitbit, Inc. Portable monitoring devices and methods of operating same
US8944940B2 (en) * 2011-08-29 2015-02-03 Icuemotion, Llc Racket sport inertial sensor motion tracking analysis
US9248358B2 (en) * 2012-04-10 2016-02-02 Apexk Inc. Interactive cognitive-multisensory interface apparatus and methods for assessing, profiling, training, and improving performance of athletes and other populations
US11237719B2 (en) * 2012-11-20 2022-02-01 Samsung Electronics Company, Ltd. Controlling remote electronic device with wearable electronic device
US10185416B2 (en) * 2012-11-20 2019-01-22 Samsung Electronics Co., Ltd. User gesture input to wearable electronic device involving movement of device
US9390630B2 (en) * 2013-05-03 2016-07-12 John James Daniels Accelerated learning, entertainment and cognitive therapy using augmented reality comprising combined haptic, auditory, and visual stimulation
WO2016033118A1 (en) * 2014-08-29 2016-03-03 Incyphae Inc. Method and apparatus for enhancing nervous function
JP7005482B2 (ja) * 2015-07-16 2022-01-21 ブラスト モーション インコーポレイテッド 多センサ事象相関システム
US10854104B2 (en) * 2015-08-28 2020-12-01 Icuemotion Llc System for movement skill analysis and skill augmentation and cueing
IL301884A (en) * 2016-01-19 2023-06-01 Magic Leap Inc Augmented reality systems and methods that use reflections
US11006856B2 (en) * 2016-05-17 2021-05-18 Harshavardhana Narayana Kikkeri Method and program product for multi-joint tracking combining embedded sensors and an external sensor
US11794094B2 (en) * 2016-10-17 2023-10-24 Aquimo Inc. Method and system for using sensors of a control device for control of a game
GB2560387B (en) * 2017-03-10 2022-03-09 Standard Cognition Corp Action identification using neural networks
JP2018153295A (ja) * 2017-03-16 2018-10-04 セイコーエプソン株式会社 運動解析装置、運動解析方法および運動解析システム
US20200193864A1 (en) * 2017-09-08 2020-06-18 Intel Corporation Sensor-derived swing hit and direction detection
US20230072423A1 (en) * 2018-01-25 2023-03-09 Meta Platforms Technologies, Llc Wearable electronic devices and extended reality systems including neuromuscular sensors
WO2019216593A1 (en) * 2018-05-11 2019-11-14 Samsung Electronics Co., Ltd. Method and apparatus for pose processing
US11334978B2 (en) * 2019-11-22 2022-05-17 Sony Interactive Entertainment Inc. Recommendation engine for comparing physical activity to ground truth

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20050080492A (ko) * 2004-02-09 2005-08-12 김광태 골프공 감지장치 및 이를 구비한 골프스윙 분석기
JP2014530047A (ja) * 2011-09-20 2014-11-17 ブライアン・フランシス・ムーニー ゴルフ・スイングを分析するための装置および方法
KR101428922B1 (ko) * 2013-04-19 2014-08-11 한밭대학교 산학협력단 퍼지 시스템을 이용한 골프 스윙 분류 장치 및 방법
KR20160121379A (ko) * 2015-04-09 2016-10-19 한국전자통신연구원 골프 동작 분석 장치 및 방법
KR20190019824A (ko) * 2017-08-18 2019-02-27 강다겸 자세 가이드 제공 방법 및 그 장치

Also Published As

Publication number Publication date
KR20210039875A (ko) 2021-04-12
KR20210146264A (ko) 2021-12-03
KR102539215B1 (ko) 2023-06-02
US20220362630A1 (en) 2022-11-17
WO2021066392A2 (ko) 2021-04-08

Similar Documents

Publication Publication Date Title
WO2021066392A3 (ko) 골프 스윙에 관한 정보를 추정하기 위한 방법, 디바이스 및 비일시성의 컴퓨터 판독 가능한 기록 매체
MY198109A (en) Methods and systems for automatic object detection from aerial imagery
WO2010140059A3 (en) Method and device for three-dimensional surface detection with a dynamic reference frame
JP2017139600A5 (ko)
WO2019033569A8 (zh) 眼球动作分析方法、装置及存储介质
EP2811424A3 (en) Method and apparatus for training an estimator for estimating a pose of an articulated object
CA2546758A1 (en) A system and a method for detecting a damaged or missing machine part
RU2018103060A (ru) Способы и системы для извлечения характеристик движения пользователя с использованием датчика холла для предоставления пользователю обратной связи
EP1870856A3 (en) Information-processing method and apparatus for calculating information regarding measurement target on the basis of captured images
EP3056153A3 (en) Echocardiography
JP2007271564A5 (ko)
WO2008151077A3 (en) Method, apparatus and protocol for screening appropriate patient candidates and for cardiac resychronization therapy (crt), determining cardiac functional response to adjustments of ventricular pacing devices and follow-up of crt patient outcomes
WO2017031019A3 (en) System, method and apparatus for enabling corneal topography mapping by smartphone
EP1596218A3 (en) Information processing method and system
AU2003219740A1 (en) Determining relative positional and rotational offsets
TW201941104A (zh) 智慧設備的控制方法、裝置、設備和存儲介質
JP5961123B2 (ja) 人物検出追跡装置、人物検出追跡方法、および人物検出追跡プログラム
CN107517344A (zh) 摄像装置识别范围的调整方法及装置
EA202192353A1 (ru) Система калибровки объектива
CN104123562A (zh) 一种基于双目视觉的人体面部表情识别方法及其装置
JP2016218758A5 (ko)
EP3846462A4 (en) IMAGE SENSOR, PROCESS FOR ACQUIRING IMAGE DATA FROM AN IMAGE SENSOR, AND CAMERA DEVICE
WO2021075753A3 (ko) 골프 스윙에 관한 정보를 추정하기 위한 방법, 디바이스 및 비일시성의 컴퓨터 판독 가능한 기록 매체
JP2017016062A5 (ja) 制御装置、制御方法及びプログラム
WO2019093878A3 (en) Marker element and application method with ecg

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 20871004

Country of ref document: EP

Kind code of ref document: A2

NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 20871004

Country of ref document: EP

Kind code of ref document: A2