CN105431078B - 用于同轴眼睛凝视跟踪的系统和方法 - Google Patents

用于同轴眼睛凝视跟踪的系统和方法 Download PDF

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Publication number
CN105431078B
CN105431078B CN201480028893.9A CN201480028893A CN105431078B CN 105431078 B CN105431078 B CN 105431078B CN 201480028893 A CN201480028893 A CN 201480028893A CN 105431078 B CN105431078 B CN 105431078B
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eye
illumination
image
pupil
imaging device
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CN105431078A (zh
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N·J·沙利文
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Mirametrix Inc
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Mirametrix Inc
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    • 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
    • G02—OPTICS
    • G02B—OPTICAL ELEMENTS, SYSTEMS OR APPARATUS
    • G02B27/00—Optical systems or apparatus not provided for by any of the groups G02B1/00 - G02B26/00, G02B30/00
    • G02B27/0093—Optical systems or apparatus not provided for by any of the groups G02B1/00 - G02B26/00, G02B30/00 with means for monitoring data relating to the user, e.g. head-tracking, eye-tracking
    • 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
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B3/00—Apparatus for testing the eyes; Instruments for examining the eyes
    • A61B3/10—Objective types, i.e. instruments for examining the eyes independent of the patients' perceptions or reactions
    • A61B3/113—Objective types, i.e. instruments for examining the eyes independent of the patients' perceptions or reactions for determining or recording eye movement
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N13/00—Stereoscopic video systems; Multi-view video systems; Details thereof
    • H04N13/30—Image reproducers
    • H04N13/366—Image reproducers using viewer tracking
    • H04N13/383—Image reproducers using viewer tracking for tracking with gaze detection, i.e. detecting the lines of sight of the viewer's eyes

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • Optics & Photonics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Ophthalmology & Optometry (AREA)
  • Multimedia (AREA)
  • Eye Examination Apparatus (AREA)
  • Studio Devices (AREA)
CN201480028893.9A 2013-03-18 2014-03-17 用于同轴眼睛凝视跟踪的系统和方法 Active CN105431078B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201361802881P 2013-03-18 2013-03-18
US61/802,881 2013-03-18
PCT/CA2014/050282 WO2014146199A1 (en) 2013-03-18 2014-03-17 System and method for on-axis eye gaze tracking

Publications (2)

Publication Number Publication Date
CN105431078A CN105431078A (zh) 2016-03-23
CN105431078B true CN105431078B (zh) 2018-11-02

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CN201480028893.9A Active CN105431078B (zh) 2013-03-18 2014-03-17 用于同轴眼睛凝视跟踪的系统和方法

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Country Link
US (1) US9733703B2 (https=)
EP (1) EP2975997B1 (https=)
JP (1) JP6577454B2 (https=)
CN (1) CN105431078B (https=)
CA (1) CA2882413C (https=)
WO (1) WO2014146199A1 (https=)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI864184B (zh) * 2019-12-09 2024-12-01 比利時商沃塞爾感測器股份有限公司 眼動追蹤系統及方法

Families Citing this family (40)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP6504788B2 (ja) * 2014-11-12 2019-04-24 国立大学法人静岡大学 瞳孔検出用光源装置の制御方法
US10016130B2 (en) 2015-09-04 2018-07-10 University Of Massachusetts Eye tracker system and methods for detecting eye parameters
US10061383B1 (en) 2015-09-16 2018-08-28 Mirametrix Inc. Multi-feature gaze tracking system and method
WO2017113018A1 (en) 2015-12-31 2017-07-06 Mirametrix Inc. System and apparatus for gaze tracking
US10162651B1 (en) * 2016-02-18 2018-12-25 Board Of Trustees Of The University Of Alabama, For And On Behalf Of The University Of Alabama In Huntsville Systems and methods for providing gaze-based notifications
US10715824B2 (en) * 2016-03-17 2020-07-14 Facebook Technologies, Llc System and method for data compressing optical sensor data prior to transferring to a host system
EP3465536B1 (en) 2016-05-27 2026-01-28 Jeff B. Pelz System and method for eye tracking
US20180005057A1 (en) * 2016-07-01 2018-01-04 Hyundai Motor Company Apparatus and method for capturing face image of decreased reflection on spectacles in vehicle
JP6751324B2 (ja) 2016-09-14 2020-09-02 株式会社デンソーアイティーラボラトリ 虹彩検出装置、虹彩検出方法、およびプログラム
CN109716268B (zh) * 2016-09-22 2022-05-17 苹果公司 眼部和头部跟踪
WO2018106220A1 (en) * 2016-12-06 2018-06-14 Vuelosophy Inc. Systems and methods for tracking motion and gesture of heads and eyes
CA3048197A1 (en) 2016-12-21 2018-06-28 Acucela Inc. Miniaturized mobile, low cost optical coherence tomography system for home based ophthalmic applications
US10296786B2 (en) * 2017-02-15 2019-05-21 International Business Machines Corporation Detecting hand-eye coordination in real time by combining camera eye tracking and wearable sensing
US11647903B2 (en) * 2017-06-01 2023-05-16 University Of Washington Smartphone-based digital pupillometer
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
JP7116978B2 (ja) * 2017-07-12 2022-08-12 国立大学法人静岡大学 画像特徴追跡方法、視線追跡方法及び注視点追跡方法
US11129530B2 (en) * 2017-09-08 2021-09-28 Tobii Ab Eye tracking using eyeball center position
CN111902070B (zh) * 2017-09-11 2024-09-24 托比股份公司 左眼和右眼凝视追踪数据的可靠性
US11690509B2 (en) * 2017-12-13 2023-07-04 Medical Diagnostech Pty Ltd. System and method for obtaining a pupil response profile
EP3809948A4 (en) 2018-06-20 2022-03-16 Acucela Inc. MINIATURIZED LOW-COST OPTICAL COHERENCE TOMOGRAPHY SYSTEM FOR HOME OPHTHALMIC APPLICATIONS
US11003244B2 (en) * 2018-08-27 2021-05-11 University Of Rochester System and method for real-time high-resolution eye-tracking
US20210319585A1 (en) * 2018-08-31 2021-10-14 Eyeware Tech Sa Method and system for gaze estimation
CN109725715B (zh) * 2018-11-16 2024-04-05 深圳惠智光电子科技有限公司 一种眼睛训练引导方法、电子设备及存储介质
IL264530B2 (en) * 2019-01-29 2024-07-01 Eyeway Vision Ltd Eye tracking device and a method thereof
CN110051319A (zh) * 2019-04-23 2019-07-26 七鑫易维(深圳)科技有限公司 眼球追踪传感器的调节方法、装置、设备及存储介质
US11263634B2 (en) * 2019-08-16 2022-03-01 Advanced New Technologies Co., Ltd. Payment method and device
US10996753B1 (en) * 2020-04-07 2021-05-04 Eyetech Digital Systems, Inc. Multi-mode eye-tracking with independently operable illuminators
US11921917B2 (en) 2020-04-07 2024-03-05 Eyetech Digital Systems, Inc. Compact eye-tracking camera systems and methods
WO2021247435A1 (en) * 2020-06-05 2021-12-09 Magic Leap, Inc. Enhanced eye tracking techniques based on neural network analysis of images
US10959613B1 (en) 2020-08-04 2021-03-30 Acucela Inc. Scan pattern and signal processing for optical coherence tomography
CA3188255A1 (en) 2020-08-14 2022-02-17 Ryo Kubota System and method for optical coherence tomography a-scan decurving
EP4233004B1 (en) 2020-10-23 2025-03-12 Eyeware Tech SA Automated calibration method of a system comprising an external eye tracking device and a computing device
EP4027220A1 (en) 2021-01-08 2022-07-13 Eyeware Tech SA Method for calibrating an eye-tracking device
EP4113982A1 (en) 2021-06-30 2023-01-04 Eyeware Tech SA Method for sensing and communicating visual focus of attention in a video conference
EP4113251A1 (en) 2021-06-30 2023-01-04 Eyeware Tech SA Calibration method of a system comprising an eye tracking device and a computing device comprising one or multiple screens
EP4113983A1 (en) 2021-06-30 2023-01-04 Eyeware Tech SA Method for gaze tracking calibration with a video conference system
US11861916B2 (en) * 2021-10-05 2024-01-02 Yazaki Corporation Driver alertness monitoring system
US12002290B2 (en) 2022-02-25 2024-06-04 Eyetech Digital Systems, Inc. Systems and methods for hybrid edge/cloud processing of eye-tracking image data
JP2025521063A (ja) 2022-06-02 2025-07-08 アルコン インコーポレイティド ハードウェアフィルタリング及びソフトウェアソーティングを有するアイトラッカー
DE102024200568A1 (de) * 2024-01-23 2025-07-24 Robert Bosch Gesellschaft mit beschränkter Haftung Verfahren zum Betreiben einer Vorrichtung zur Nachverfolgung einer Blickrichtung einer Person, Vorrichtung zur Nachverfolgung einer Blickrichtung einer Person und Datenbrille

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5231674A (en) * 1989-06-09 1993-07-27 Lc Technologies, Inc. Eye tracking method and apparatus
US6134339A (en) * 1998-09-17 2000-10-17 Eastman Kodak Company Method and apparatus for determining the position of eyes and for correcting eye-defects in a captured frame
US6634749B1 (en) * 1998-11-02 2003-10-21 Leica Microsystems (Schweiz) Ag Eye tracking system
WO2007092512A2 (en) * 2006-02-07 2007-08-16 Attention Technologies, Inc. Driver drowsiness and distraction monitor
US7362885B2 (en) * 2004-04-20 2008-04-22 Delphi Technologies, Inc. Object tracking and eye state identification method
US20100057059A1 (en) * 2006-11-29 2010-03-04 Nidek Co., Ltd. Corneal surgery apparatus
CN101951828A (zh) * 2008-05-12 2011-01-19 丰田自动车株式会社 驾驶员成像装置以及驾驶员成像方法
US8077914B1 (en) * 2006-08-07 2011-12-13 Arkady Kaplan Optical tracking apparatus using six degrees of freedom

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3804496A (en) 1972-12-11 1974-04-16 Stanford Research Inst Two dimensional eye tracker and method for tracking an eye
US4950069A (en) 1988-11-04 1990-08-21 University Of Virginia Eye movement detector with improved calibration and speed
US8292433B2 (en) 2003-03-21 2012-10-23 Queen's University At Kingston Method and apparatus for communication between humans and devices
US7762665B2 (en) 2003-03-21 2010-07-27 Queen's University At Kingston Method and apparatus for communication between humans and devices
US7809160B2 (en) 2003-11-14 2010-10-05 Queen's University At Kingston Method and apparatus for calibration-free eye tracking using multiple glints or surface reflections
JP2006023949A (ja) * 2004-07-07 2006-01-26 Canon Inc 画像処理装置及び画像処理方法
US7922670B2 (en) 2005-02-24 2011-04-12 Warren Jones System and method for quantifying and mapping visual salience
WO2008012717A2 (en) 2006-07-28 2008-01-31 Koninklijke Philips Electronics N. V. Gaze interaction for information display of gazed items
JP4780088B2 (ja) * 2007-11-09 2011-09-28 アイシン精機株式会社 顔画像撮像装置、顔画像撮像方法、及びそのプログラム
US8348429B2 (en) * 2008-03-27 2013-01-08 Doheny Eye Institute Optical coherence tomography device, method, and system
EP2238889B1 (en) 2009-04-01 2011-10-12 Tobii Technology AB Adaptive camera and illuminator eyetracker
EP2309307B1 (en) 2009-10-08 2020-12-09 Tobii Technology AB Eye tracking using a GPU
US9507418B2 (en) 2010-01-21 2016-11-29 Tobii Ab Eye tracker based contextual action

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5231674A (en) * 1989-06-09 1993-07-27 Lc Technologies, Inc. Eye tracking method and apparatus
US6134339A (en) * 1998-09-17 2000-10-17 Eastman Kodak Company Method and apparatus for determining the position of eyes and for correcting eye-defects in a captured frame
US6634749B1 (en) * 1998-11-02 2003-10-21 Leica Microsystems (Schweiz) Ag Eye tracking system
US7362885B2 (en) * 2004-04-20 2008-04-22 Delphi Technologies, Inc. Object tracking and eye state identification method
WO2007092512A2 (en) * 2006-02-07 2007-08-16 Attention Technologies, Inc. Driver drowsiness and distraction monitor
US8077914B1 (en) * 2006-08-07 2011-12-13 Arkady Kaplan Optical tracking apparatus using six degrees of freedom
US20100057059A1 (en) * 2006-11-29 2010-03-04 Nidek Co., Ltd. Corneal surgery apparatus
CN101951828A (zh) * 2008-05-12 2011-01-19 丰田自动车株式会社 驾驶员成像装置以及驾驶员成像方法

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI864184B (zh) * 2019-12-09 2024-12-01 比利時商沃塞爾感測器股份有限公司 眼動追蹤系統及方法
US12449654B2 (en) 2019-12-09 2025-10-21 Voxelsensors Srl Eye tracking systems and methods

Also Published As

Publication number Publication date
US20150160726A1 (en) 2015-06-11
EP2975997B1 (en) 2023-07-12
EP2975997A4 (en) 2016-12-14
US9733703B2 (en) 2017-08-15
CA2882413C (en) 2016-10-25
JP2016512765A (ja) 2016-05-09
CA2882413A1 (en) 2014-09-25
JP6577454B2 (ja) 2019-09-18
EP2975997A1 (en) 2016-01-27
WO2014146199A1 (en) 2014-09-25
CN105431078A (zh) 2016-03-23

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