CA2940241C - Eye gaze tracking based upon adaptive homography mapping - Google Patents
Eye gaze tracking based upon adaptive homography mapping Download PDFInfo
- Publication number
- CA2940241C CA2940241C CA2940241A CA2940241A CA2940241C CA 2940241 C CA2940241 C CA 2940241C CA 2940241 A CA2940241 A CA 2940241A CA 2940241 A CA2940241 A CA 2940241A CA 2940241 C CA2940241 C CA 2940241C
- Authority
- CA
- Canada
- Prior art keywords
- gaze
- data
- head
- eye
- adaptive homography
- 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.)
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Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/80—Analysis of captured images to determine intrinsic or extrinsic camera parameters, i.e. camera calibration
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; 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
- G06F3/011—Arrangements for interaction with the human body, e.g. for user immersion in virtual reality
- G06F3/013—Eye tracking input arrangements
-
- 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
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/18—Eye characteristics, e.g. of the iris
- G06V40/19—Sensors therefor
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Human Computer Interaction (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Ophthalmology & Optometry (AREA)
- Multimedia (AREA)
- Eye Examination Apparatus (AREA)
- User Interface Of Digital Computer (AREA)
- Image Analysis (AREA)
- Length Measuring Devices By Optical Means (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US14/226,467 US9684827B2 (en) | 2014-03-26 | 2014-03-26 | Eye gaze tracking based upon adaptive homography mapping |
| US14/226,467 | 2014-03-26 | ||
| PCT/US2015/020178 WO2015179008A1 (en) | 2014-03-26 | 2015-03-12 | Eye gaze tracking based upon adaptive homography mapping |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CA2940241A1 CA2940241A1 (en) | 2015-11-26 |
| CA2940241C true CA2940241C (en) | 2023-01-17 |
Family
ID=54066176
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CA2940241A Active CA2940241C (en) | 2014-03-26 | 2015-03-12 | Eye gaze tracking based upon adaptive homography mapping |
Country Status (11)
| Country | Link |
|---|---|
| US (1) | US9684827B2 (enExample) |
| EP (1) | EP3123283B1 (enExample) |
| JP (1) | JP6502370B2 (enExample) |
| KR (1) | KR102334139B1 (enExample) |
| CN (1) | CN106133648B (enExample) |
| AU (1) | AU2015264699B2 (enExample) |
| CA (1) | CA2940241C (enExample) |
| ES (1) | ES2680825T3 (enExample) |
| MX (1) | MX380962B (enExample) |
| RU (1) | RU2685020C2 (enExample) |
| WO (1) | WO2015179008A1 (enExample) |
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| US8885882B1 (en) * | 2011-07-14 | 2014-11-11 | The Research Foundation For The State University Of New York | Real time eye tracking for human computer interaction |
| US9465444B1 (en) * | 2014-06-30 | 2016-10-11 | Amazon Technologies, Inc. | Object recognition for gesture tracking |
| JP6547268B2 (ja) * | 2014-10-02 | 2019-07-24 | 富士通株式会社 | 視線位置検出装置、視線位置検出方法及び視線位置検出プログラム |
| RU2596062C1 (ru) * | 2015-03-20 | 2016-08-27 | Автономная Некоммерческая Образовательная Организация Высшего Профессионального Образования "Сколковский Институт Науки И Технологий" | Способ коррекции изображения глаз с использованием машинного обучения и способ машинного обучения |
| US9990921B2 (en) * | 2015-12-09 | 2018-06-05 | Lenovo (Singapore) Pte. Ltd. | User focus activated voice recognition |
| US10423830B2 (en) * | 2016-04-22 | 2019-09-24 | Intel Corporation | Eye contact correction in real time using neural network based machine learning |
| US10664949B2 (en) * | 2016-04-22 | 2020-05-26 | Intel Corporation | Eye contact correction in real time using machine learning |
| US10178948B2 (en) * | 2016-05-11 | 2019-01-15 | Miraco Light Inc. | Self operatable ophthalmic device |
| JP2017211430A (ja) * | 2016-05-23 | 2017-11-30 | ソニー株式会社 | 情報処理装置および情報処理方法 |
| DE102016210288A1 (de) | 2016-06-10 | 2017-12-14 | Volkswagen Aktiengesellschaft | Bedienvorrichtung mit Eyetrackereinheit und Verfahren zum Kalibrieren einer Eyetrackereinheit einer Bedienvorrichtung |
| US11042984B2 (en) * | 2016-11-10 | 2021-06-22 | Movea | Systems and methods for providing image depth information |
| KR20180061956A (ko) * | 2016-11-30 | 2018-06-08 | 삼성전자주식회사 | 눈 위치 예측 방법 및 장치 |
| US10152822B2 (en) | 2017-04-01 | 2018-12-11 | Intel Corporation | Motion biased foveated renderer |
| US10319064B2 (en) | 2017-04-10 | 2019-06-11 | Intel Corporation | Graphics anti-aliasing resolve with stencil mask |
| US11647903B2 (en) * | 2017-06-01 | 2023-05-16 | University Of Washington | Smartphone-based digital pupillometer |
| US10810773B2 (en) * | 2017-06-14 | 2020-10-20 | Dell Products, L.P. | Headset display control based upon a user's pupil state |
| CN107357429B (zh) * | 2017-07-10 | 2020-04-07 | 京东方科技集团股份有限公司 | 用于确定视线的方法、设备和计算机可读存储介质 |
| WO2019054598A1 (ko) * | 2017-09-13 | 2019-03-21 | 주식회사 비주얼캠프 | 시선 추적 방법 및 이를 수행하기 위한 사용자 단말 |
| US11181977B2 (en) | 2017-11-17 | 2021-11-23 | Dolby Laboratories Licensing Corporation | Slippage compensation in eye tracking |
| US20190253700A1 (en) * | 2018-02-15 | 2019-08-15 | Tobii Ab | Systems and methods for calibrating image sensors in wearable apparatuses |
| EP3540574B1 (en) * | 2018-03-15 | 2021-08-11 | HTC Corporation | Eye tracking method, electronic device, and non-transitory computer readable storage medium |
| KR102094953B1 (ko) * | 2018-03-28 | 2020-03-30 | 주식회사 비주얼캠프 | 시선 추적 방법 및 이를 수행하기 위한 단말 |
| JP7118697B2 (ja) * | 2018-03-30 | 2022-08-16 | 株式会社Preferred Networks | 注視点推定処理装置、注視点推定モデル生成装置、注視点推定処理システム、注視点推定処理方法、プログラム、および注視点推定モデル |
| JP7645041B2 (ja) * | 2018-06-22 | 2025-03-13 | マジック リープ, インコーポレイテッド | 軸外カメラを使用して眼追跡を実施するための方法およびシステム |
| SE542553C2 (en) * | 2018-12-17 | 2020-06-02 | Tobii Ab | Gaze tracking via tracing of light paths |
| US11113842B2 (en) | 2018-12-24 | 2021-09-07 | Samsung Electronics Co., Ltd. | Method and apparatus with gaze estimation |
| US11221671B2 (en) | 2019-01-31 | 2022-01-11 | Toyota Research Institute, Inc. | Opengaze: gaze-tracking in the wild |
| CN112183160B (zh) * | 2019-07-04 | 2024-08-13 | 北京七鑫易维科技有限公司 | 视线估计方法及装置 |
| CN110647800B (zh) * | 2019-08-06 | 2022-06-03 | 广东工业大学 | 一种基于深度学习的眼神交流检测方法 |
| JP7638962B2 (ja) | 2019-08-19 | 2025-03-04 | マジック リープ, インコーポレイテッド | 軸外カメラを使用した眼追跡および視線推定 |
| JP7521220B2 (ja) * | 2020-03-27 | 2024-07-24 | 日本電気株式会社 | 画像処理装置、視線推定装置、視線推定システム、画像処理方法およびプログラム |
| GB2596541B (en) * | 2020-06-30 | 2023-09-13 | Sony Interactive Entertainment Inc | Video processing |
| CN113057860B (zh) * | 2021-03-17 | 2023-06-27 | 上海海洋大学 | 一种基于物联网的眼部肌肉锻炼装置及使用方法 |
| SE545952C2 (en) * | 2022-03-31 | 2024-03-26 | Tobii Ab | Dynamic Camera Rotation Calibration |
| US11816260B2 (en) | 2022-04-06 | 2023-11-14 | Inseye Inc. | System and method for continuous calibration of eye tracking systems used in VR/AR HMD units |
| US12465845B2 (en) * | 2022-10-28 | 2025-11-11 | Dell Products L.P. | Information handling system head position detection for commanding an application function |
| CN116723308A (zh) * | 2023-06-05 | 2023-09-08 | 人民百业科技有限公司 | 一种基于裸眼3d的瞳孔动态追踪方法与系统 |
Family Cites Families (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6578962B1 (en) * | 2001-04-27 | 2003-06-17 | International Business Machines Corporation | Calibration-free eye gaze tracking |
| US7515173B2 (en) * | 2002-05-23 | 2009-04-07 | Microsoft Corporation | Head pose tracking system |
| US7306337B2 (en) | 2003-03-06 | 2007-12-11 | Rensselaer Polytechnic Institute | Calibration-free gaze tracking under natural head movement |
| US8299979B2 (en) * | 2003-05-14 | 2012-10-30 | Broadcom Corporation | Integral eye-path alignment on telephony and computer video devices using two or more image sensing devices |
| US8159519B2 (en) * | 2007-05-31 | 2012-04-17 | Eastman Kodak Company | Personal controls for personal video communications |
| US9398848B2 (en) * | 2008-07-08 | 2016-07-26 | It-University Of Copenhagen | Eye gaze tracking |
| US7742623B1 (en) * | 2008-08-04 | 2010-06-22 | Videomining Corporation | Method and system for estimating gaze target, gaze sequence, and gaze map from video |
| CN102063624A (zh) * | 2010-11-13 | 2011-05-18 | 天津大学 | 基于单应性约束的立体图像匹配方法 |
| RU2455676C2 (ru) * | 2011-07-04 | 2012-07-10 | Общество с ограниченной ответственностью "ТРИДИВИ" | Способ управления устройством с помощью жестов и 3d-сенсор для его осуществления |
| CN102567989A (zh) * | 2011-11-30 | 2012-07-11 | 重庆大学 | 基于双目立体视觉的空间定位方法 |
-
2014
- 2014-03-26 US US14/226,467 patent/US9684827B2/en active Active
-
2015
- 2015-03-12 CN CN201580015458.7A patent/CN106133648B/zh active Active
- 2015-03-12 MX MX2016012193A patent/MX380962B/es unknown
- 2015-03-12 AU AU2015264699A patent/AU2015264699B2/en not_active Ceased
- 2015-03-12 CA CA2940241A patent/CA2940241C/en active Active
- 2015-03-12 EP EP15760529.6A patent/EP3123283B1/en active Active
- 2015-03-12 ES ES15760529.6T patent/ES2680825T3/es active Active
- 2015-03-12 RU RU2016137779A patent/RU2685020C2/ru active
- 2015-03-12 WO PCT/US2015/020178 patent/WO2015179008A1/en not_active Ceased
- 2015-03-12 JP JP2016552536A patent/JP6502370B2/ja active Active
- 2015-03-12 KR KR1020167026540A patent/KR102334139B1/ko not_active Expired - Fee Related
Also Published As
| Publication number | Publication date |
|---|---|
| KR102334139B1 (ko) | 2021-12-03 |
| RU2016137779A3 (enExample) | 2018-10-02 |
| RU2685020C2 (ru) | 2019-04-16 |
| AU2015264699B2 (en) | 2019-11-14 |
| WO2015179008A1 (en) | 2015-11-26 |
| JP2017523487A (ja) | 2017-08-17 |
| CN106133648A (zh) | 2016-11-16 |
| MX2016012193A (es) | 2017-01-05 |
| EP3123283A1 (en) | 2017-02-01 |
| RU2016137779A (ru) | 2018-03-23 |
| KR20160138062A (ko) | 2016-12-02 |
| US9684827B2 (en) | 2017-06-20 |
| ES2680825T3 (es) | 2018-09-11 |
| EP3123283B1 (en) | 2018-04-25 |
| CN106133648B (zh) | 2019-05-31 |
| AU2015264699A1 (en) | 2016-09-08 |
| JP6502370B2 (ja) | 2019-04-17 |
| MX380962B (es) | 2025-03-12 |
| CA2940241A1 (en) | 2015-11-26 |
| US20150278599A1 (en) | 2015-10-01 |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| EEER | Examination request |
Effective date: 20200220 |
|
| EEER | Examination request |
Effective date: 20200220 |
|
| EEER | Examination request |
Effective date: 20200220 |
|
| EEER | Examination request |
Effective date: 20200220 |