KR102334139B1 - 적응적 호모그래피 매핑에 기초한 눈 시선 추적 - Google Patents

적응적 호모그래피 매핑에 기초한 눈 시선 추적 Download PDF

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KR102334139B1
KR102334139B1 KR1020167026540A KR20167026540A KR102334139B1 KR 102334139 B1 KR102334139 B1 KR 102334139B1 KR 1020167026540 A KR1020167026540 A KR 1020167026540A KR 20167026540 A KR20167026540 A KR 20167026540A KR 102334139 B1 KR102334139 B1 KR 102334139B1
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gaze
data
head
adaptive homography
adaptive
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KR20160138062A (ko
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젱유 쟝
퀸 카이
지쳉 리우
지아빈 후앙
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마이크로소프트 테크놀로지 라이센싱, 엘엘씨
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/80Analysis of captured images to determine intrinsic or extrinsic camera parameters, i.e. camera calibration
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input 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
    • G06F3/01Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/011Arrangements for interaction with the human body, e.g. for user immersion in virtual reality
    • G06F3/013Eye tracking input arrangements
    • G06K9/00604
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/18Eye characteristics, e.g. of the iris
    • G06V40/19Sensors therefor

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  • 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)
KR1020167026540A 2014-03-26 2015-03-12 적응적 호모그래피 매핑에 기초한 눈 시선 추적 Expired - Fee Related KR102334139B1 (ko)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US14/226,467 2014-03-26
US14/226,467 US9684827B2 (en) 2014-03-26 2014-03-26 Eye gaze tracking based upon adaptive homography mapping
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
KR20160138062A KR20160138062A (ko) 2016-12-02
KR102334139B1 true KR102334139B1 (ko) 2021-12-03

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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)

Families Citing this family (37)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
US10664949B2 (en) * 2016-04-22 2020-05-26 Intel Corporation Eye contact correction in real time using machine learning
US10423830B2 (en) * 2016-04-22 2019-09-24 Intel Corporation Eye contact correction in real time using neural network based 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
WO2019246613A1 (en) * 2018-06-22 2019-12-26 Magic Leap, Inc. Method and system for performing eye tracking using an off-axis camera
SE1851597A1 (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
WO2021034961A1 (en) 2019-08-19 2021-02-25 Magic Leap, Inc. Eye tracking and gaze estimation using off-axis camera
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

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040174496A1 (en) 2003-03-06 2004-09-09 Qiang Ji Calibration-free gaze tracking under natural head movement
US20040227693A1 (en) 2003-05-14 2004-11-18 Darwin Rambo Integral eye-path alignment on telephony and computer video devices using two or more image sensing devices
US20110182472A1 (en) 2008-07-08 2011-07-28 Dan Witzner Hansen Eye gaze tracking

Family Cites Families (7)

* Cited by examiner, † Cited by third party
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
US8159519B2 (en) * 2007-05-31 2012-04-17 Eastman Kodak Company Personal controls for personal video communications
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

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040174496A1 (en) 2003-03-06 2004-09-09 Qiang Ji Calibration-free gaze tracking under natural head movement
US20040227693A1 (en) 2003-05-14 2004-11-18 Darwin Rambo Integral eye-path alignment on telephony and computer video devices using two or more image sensing devices
US20110182472A1 (en) 2008-07-08 2011-07-28 Dan Witzner Hansen Eye gaze tracking

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Publication number Publication date
JP2017523487A (ja) 2017-08-17
ES2680825T3 (es) 2018-09-11
CN106133648A (zh) 2016-11-16
CA2940241A1 (en) 2015-11-26
EP3123283B1 (en) 2018-04-25
EP3123283A1 (en) 2017-02-01
AU2015264699B2 (en) 2019-11-14
AU2015264699A1 (en) 2016-09-08
CA2940241C (en) 2023-01-17
MX380962B (es) 2025-03-12
MX2016012193A (es) 2017-01-05
JP6502370B2 (ja) 2019-04-17
US9684827B2 (en) 2017-06-20
RU2685020C2 (ru) 2019-04-16
US20150278599A1 (en) 2015-10-01
CN106133648B (zh) 2019-05-31
RU2016137779A3 (enExample) 2018-10-02
RU2016137779A (ru) 2018-03-23
WO2015179008A1 (en) 2015-11-26
KR20160138062A (ko) 2016-12-02

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