JP6120837B2 - スポーツ動作のビデオを解析する方法 - Google Patents
スポーツ動作のビデオを解析する方法 Download PDFInfo
- Publication number
- JP6120837B2 JP6120837B2 JP2014518472A JP2014518472A JP6120837B2 JP 6120837 B2 JP6120837 B2 JP 6120837B2 JP 2014518472 A JP2014518472 A JP 2014518472A JP 2014518472 A JP2014518472 A JP 2014518472A JP 6120837 B2 JP6120837 B2 JP 6120837B2
- Authority
- JP
- Japan
- Prior art keywords
- frame
- difference
- image frame
- image
- sport
- 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.)
- Expired - Fee Related
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/20—Analysis of motion
- G06T7/254—Analysis of motion involving subtraction of images
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; 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
-
- 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
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
- G06V20/41—Higher-level, semantic clustering, classification or understanding of video scenes, e.g. detection, labelling or Markovian modelling of sport events or news items
- G06V20/42—Higher-level, semantic clustering, classification or understanding of video scenes, e.g. detection, labelling or Markovian modelling of sport events or news items of sport video content
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
- G06V20/46—Extracting features or characteristics from the video content, e.g. video fingerprints, representative shots or key frames
- G06V20/47—Detecting features for summarising video content
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; 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)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Multimedia (AREA)
- Theoretical Computer Science (AREA)
- General Health & Medical Sciences (AREA)
- Health & Medical Sciences (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Physical Education & Sports Medicine (AREA)
- Psychiatry (AREA)
- Social Psychology (AREA)
- Human Computer Interaction (AREA)
- Computational Linguistics (AREA)
- Software Systems (AREA)
- Image Analysis (AREA)
Applications Claiming Priority (5)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201161501281P | 2011-06-27 | 2011-06-27 | |
| US61/501,281 | 2011-06-27 | ||
| NZ59593711 | 2011-10-25 | ||
| NZ595937 | 2011-10-25 | ||
| PCT/NZ2012/000109 WO2013002653A1 (en) | 2011-06-27 | 2012-06-27 | Method of analysing a video of sports motion |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2014521139A JP2014521139A (ja) | 2014-08-25 |
| JP2014521139A5 JP2014521139A5 (cg-RX-API-DMAC7.html) | 2015-07-02 |
| JP6120837B2 true JP6120837B2 (ja) | 2017-04-26 |
Family
ID=47424362
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2014518472A Expired - Fee Related JP6120837B2 (ja) | 2011-06-27 | 2012-06-27 | スポーツ動作のビデオを解析する方法 |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US9744421B2 (cg-RX-API-DMAC7.html) |
| EP (1) | EP2707837A4 (cg-RX-API-DMAC7.html) |
| JP (1) | JP6120837B2 (cg-RX-API-DMAC7.html) |
| KR (1) | KR20140037896A (cg-RX-API-DMAC7.html) |
| CN (1) | CN103688275A (cg-RX-API-DMAC7.html) |
| WO (1) | WO2013002653A1 (cg-RX-API-DMAC7.html) |
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| US9619891B2 (en) | 2010-08-26 | 2017-04-11 | Blast Motion Inc. | Event analysis and tagging system |
| US9607652B2 (en) | 2010-08-26 | 2017-03-28 | Blast Motion Inc. | Multi-sensor event detection and tagging system |
| US9626554B2 (en) | 2010-08-26 | 2017-04-18 | Blast Motion Inc. | Motion capture system that combines sensors with different measurement ranges |
| US9247212B2 (en) | 2010-08-26 | 2016-01-26 | Blast Motion Inc. | Intelligent motion capture element |
| US9646209B2 (en) | 2010-08-26 | 2017-05-09 | Blast Motion Inc. | Sensor and media event detection and tagging system |
| US9604142B2 (en) | 2010-08-26 | 2017-03-28 | Blast Motion Inc. | Portable wireless mobile device motion capture data mining system and method |
| US9261526B2 (en) | 2010-08-26 | 2016-02-16 | Blast Motion Inc. | Fitting system for sporting equipment |
| US9940508B2 (en) | 2010-08-26 | 2018-04-10 | Blast Motion Inc. | Event detection, confirmation and publication system that integrates sensor data and social media |
| US9396385B2 (en) | 2010-08-26 | 2016-07-19 | Blast Motion Inc. | Integrated sensor and video motion analysis method |
| US20130203526A1 (en) * | 2012-02-02 | 2013-08-08 | New Kinetic Solutions, LLC | Golf swing analysis with physical and skill deficit correction method |
| US9299158B2 (en) * | 2013-02-01 | 2016-03-29 | Coley Sports And Entertainment Llc | Automated analysis of a motion |
| KR101954959B1 (ko) * | 2013-03-15 | 2019-03-07 | 나이키 이노베이트 씨.브이. | 운동 수행의 이미지 데이터로부터의 피드백 신호들 |
| JP5754458B2 (ja) * | 2013-03-22 | 2015-07-29 | カシオ計算機株式会社 | 動画像抽出装置、動画像抽出方法及びプログラム |
| CN105324794A (zh) * | 2013-04-10 | 2016-02-10 | 奥克兰联合服务有限公司 | 头部和眼睛跟踪 |
| US9457228B2 (en) * | 2013-07-09 | 2016-10-04 | Aditi Sinha | Sport training equipment |
| US9589207B2 (en) | 2013-11-21 | 2017-03-07 | Mo' Motion Ventures | Jump shot and athletic activity analysis system |
| US10664690B2 (en) | 2013-11-21 | 2020-05-26 | Mo' Motion Ventures | Jump shot and athletic activity analysis system |
| JP6441570B2 (ja) * | 2013-12-26 | 2018-12-19 | 住友ゴム工業株式会社 | ゴルフスイングの分析システム、プログラム及び方法 |
| US9724561B2 (en) * | 2014-07-09 | 2017-08-08 | Aditi Sinha | Sport training equipment |
| US9454925B1 (en) * | 2014-09-10 | 2016-09-27 | Google Inc. | Image degradation reduction |
| JP6676873B2 (ja) * | 2014-09-22 | 2020-04-08 | カシオ計算機株式会社 | 画像処理装置、画像処理方法及びプログラム |
| US10755817B2 (en) * | 2014-11-20 | 2020-08-25 | Board Of Regents, The University Of Texas System | Systems, apparatuses and methods for predicting medical events and conditions reflected in gait |
| AU2016208790A1 (en) * | 2015-01-23 | 2017-08-10 | Bayer Aktiengesellschaft | Method and apparatus for determining the effect of active ingredients on nematodes and other organisms in aqueous tests |
| US10025986B1 (en) * | 2015-04-27 | 2018-07-17 | Agile Sports Technologies, Inc. | Method and apparatus for automatically detecting and replaying notable moments of a performance |
| CN108369646B (zh) * | 2015-07-16 | 2021-10-15 | 博拉斯特运动有限公司 | 多传感器事件检测和标记系统 |
| US10974121B2 (en) | 2015-07-16 | 2021-04-13 | Blast Motion Inc. | Swing quality measurement system |
| US9694267B1 (en) | 2016-07-19 | 2017-07-04 | Blast Motion Inc. | Swing analysis method using a swing plane reference frame |
| US10124230B2 (en) | 2016-07-19 | 2018-11-13 | Blast Motion Inc. | Swing analysis method using a sweet spot trajectory |
| US11565163B2 (en) | 2015-07-16 | 2023-01-31 | Blast Motion Inc. | Equipment fitting system that compares swing metrics |
| US11577142B2 (en) | 2015-07-16 | 2023-02-14 | Blast Motion Inc. | Swing analysis system that calculates a rotational profile |
| JP6613685B2 (ja) * | 2015-07-28 | 2019-12-04 | セイコーエプソン株式会社 | スイング診断方法、スイング診断プログラム、記録媒体、スイング診断装置及びスイング診断システム |
| KR101703858B1 (ko) * | 2015-08-12 | 2017-02-22 | 주식회사 골프존 | 골프스윙영상 정보 제공 시스템, 골프스윙영상 정보 제공을 위한 카메라 장치 및 골프스윙영상 정보 제공방법 |
| CN105306834A (zh) * | 2015-10-10 | 2016-02-03 | 上海慧体网络科技有限公司 | 一种采用运动视频分析技术判断比赛精彩程度的方法 |
| CN106991356A (zh) * | 2016-01-20 | 2017-07-28 | 上海慧体网络科技有限公司 | 一种对球赛视频中运动员进行跟踪的算法 |
| US10265602B2 (en) | 2016-03-03 | 2019-04-23 | Blast Motion Inc. | Aiming feedback system with inertial sensors |
| JP2017187969A (ja) * | 2016-04-07 | 2017-10-12 | 富士通株式会社 | 画像処理装置、画像処理プログラム、及び画像処理方法 |
| JP7057959B2 (ja) * | 2016-08-09 | 2022-04-21 | 住友ゴム工業株式会社 | 動作解析装置 |
| US10173100B2 (en) * | 2016-09-17 | 2019-01-08 | Navyaa Sinha | Sport training equipment |
| GB2556923B (en) * | 2016-11-25 | 2020-04-15 | Canon Kk | Generation of VCA Reference results for VCA Auto-setting |
| WO2018191192A1 (en) * | 2017-04-10 | 2018-10-18 | Hrl Laboratories, Llc | System for predicting movements of an object of interest with an autoencoder |
| US10786728B2 (en) | 2017-05-23 | 2020-09-29 | Blast Motion Inc. | Motion mirroring system that incorporates virtual environment constraints |
| US10719712B2 (en) * | 2018-02-26 | 2020-07-21 | Canon Kabushiki Kaisha | Classify actions in video segments using play state information |
| JP2019217150A (ja) | 2018-06-22 | 2019-12-26 | セイコーエプソン株式会社 | スイング解析装置、スイング解析方法、およびスイング解析システム |
| JP6771521B2 (ja) * | 2018-10-03 | 2020-10-21 | 住友ゴム工業株式会社 | ゴルフスイングの分析システム、プログラム及び方法 |
| JP7344510B2 (ja) | 2019-11-05 | 2023-09-14 | テンソル・コンサルティング株式会社 | 動作分析システム、動作分析方法、および動作分析プログラム |
| CN111144493B (zh) * | 2019-12-27 | 2022-09-09 | 重庆紫光华山智安科技有限公司 | 一种自动识别算法指标测试的方法、存储介质及电子终端 |
| US11645873B1 (en) | 2020-03-20 | 2023-05-09 | 18Birdies Llc | Systems, media, and methods providing a golf swing coach |
| WO2021248462A1 (en) * | 2020-06-12 | 2021-12-16 | Intel Corporation | Systems and methods for virtual camera highlight creation |
| US11972699B1 (en) * | 2020-09-25 | 2024-04-30 | Nathaniel McLaughlin | Virtualized education system that tracks student attendance and provides a remote learning platform |
| CA3166076A1 (en) * | 2021-06-25 | 2022-12-25 | James Elder | System and method for automated video segmentation of an input video signal capturing a team sporting event |
| US11941841B2 (en) | 2021-09-22 | 2024-03-26 | International Business Machines Corporation | Determination of a locational position for a camera to capture a collision of two or more actors |
| CN114897762B (zh) * | 2022-02-18 | 2023-04-07 | 众信方智(苏州)智能技术有限公司 | 一种煤矿工作面采煤机自动定位方法及装置 |
| CN114494981B (zh) * | 2022-04-07 | 2022-08-05 | 之江实验室 | 一种基于多层次运动建模的动作视频分类方法及系统 |
| CN116152708B (zh) * | 2023-01-06 | 2023-07-07 | 北京体提科技有限公司 | 高尔夫项目有效动作抽取的方法及装置、存储介质、设备 |
| US12412428B1 (en) | 2025-04-03 | 2025-09-09 | Direct Technology Holdings, Inc. | AI-powered sports training system with enhanced motion synchronization and comparative analysis capabilities |
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| US7110454B1 (en) | 1999-12-21 | 2006-09-19 | Siemens Corporate Research, Inc. | Integrated method for scene change detection |
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| US6537076B2 (en) * | 2001-02-16 | 2003-03-25 | Golftec Enterprises Llc | Method and system for presenting information for physical motion analysis |
| US6567536B2 (en) | 2001-02-16 | 2003-05-20 | Golftec Enterprises Llc | Method and system for physical motion analysis |
| JP2003117045A (ja) | 2001-10-18 | 2003-04-22 | Takasago Electric Ind Co Ltd | スイングフォーム診断装置 |
| US7200282B2 (en) | 2001-12-12 | 2007-04-03 | Sony Corporation | Implementation of Hough transform and its application in line detection and video motion analysis |
| JP4156352B2 (ja) * | 2002-11-28 | 2008-09-24 | 富士フイルム株式会社 | 撮像装置、撮像方法、及び画像処理デバイス |
| JP4290462B2 (ja) | 2003-04-16 | 2009-07-08 | Sriスポーツ株式会社 | ゴルフスウィングの診断システム |
| US7283647B2 (en) | 2003-07-16 | 2007-10-16 | Mcnitt Michael J | Method and system for physical motion analysis and training of a golf club swing motion using image analysis techniques |
| JP4494837B2 (ja) | 2003-12-26 | 2010-06-30 | Sriスポーツ株式会社 | ゴルフスウィング診断システム |
| AU2005201321B2 (en) | 2004-03-26 | 2007-08-09 | Sri Sports Limited | Golf swing-diagnosing system |
| GB2414683B (en) | 2004-03-26 | 2007-03-07 | Yoshiaki Shirai | Golf swing measuring system |
| JP2006263169A (ja) | 2005-03-24 | 2006-10-05 | Bridgestone Sports Co Ltd | スイング動作の画像分析システム |
| US20060252018A1 (en) | 2005-05-03 | 2006-11-09 | Varinder Sooch | Golf swing analysis |
| KR20090006861A (ko) | 2006-05-25 | 2009-01-15 | 닛본 덴끼 가부시끼가이샤 | 영상의 특수 효과 검출 장치, 특수 효과 검출 방법, 특수 효과 검출 프로그램을 저장한 기록 매체 및 영상 재생 장치 |
| WO2010085704A1 (en) | 2009-01-23 | 2010-07-29 | Shiv Kumar Bhupathi | Video overlay sports motion analysis |
| JP5515671B2 (ja) * | 2009-11-20 | 2014-06-11 | ソニー株式会社 | 画像処理装置、その制御方法およびプログラム |
| US20110275045A1 (en) * | 2010-01-22 | 2011-11-10 | Foerster Bhupathi International, L.L.C. | Video Overlay Sports Motion Analysis |
| KR101002846B1 (ko) | 2010-02-01 | 2010-12-21 | 임홍재 | 골프 동영상 분석 처리 시스템 |
-
2012
- 2012-06-27 EP EP12803819.7A patent/EP2707837A4/en not_active Withdrawn
- 2012-06-27 JP JP2014518472A patent/JP6120837B2/ja not_active Expired - Fee Related
- 2012-06-27 CN CN201280031761.2A patent/CN103688275A/zh active Pending
- 2012-06-27 US US13/824,135 patent/US9744421B2/en not_active Expired - Fee Related
- 2012-06-27 KR KR1020137035131A patent/KR20140037896A/ko not_active Withdrawn
- 2012-06-27 WO PCT/NZ2012/000109 patent/WO2013002653A1/en not_active Ceased
Also Published As
| Publication number | Publication date |
|---|---|
| EP2707837A4 (en) | 2015-06-24 |
| KR20140037896A (ko) | 2014-03-27 |
| CN103688275A (zh) | 2014-03-26 |
| EP2707837A1 (en) | 2014-03-19 |
| US9744421B2 (en) | 2017-08-29 |
| WO2013002653A1 (en) | 2013-01-03 |
| JP2014521139A (ja) | 2014-08-25 |
| US20130178304A1 (en) | 2013-07-11 |
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