CN106133752B - 眼睛注视跟踪 - Google Patents
眼睛注视跟踪 Download PDFInfo
- Publication number
- CN106133752B CN106133752B CN201580016687.0A CN201580016687A CN106133752B CN 106133752 B CN106133752 B CN 106133752B CN 201580016687 A CN201580016687 A CN 201580016687A CN 106133752 B CN106133752 B CN 106133752B
- Authority
- CN
- China
- Prior art keywords
- eye
- stable
- eyeball
- image
- point
- 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
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Classifications
-
- 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
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/20—Analysis of motion
- G06T7/246—Analysis of motion using feature-based methods, e.g. the tracking of corners or segments
-
- 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
-
- 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
- G06T2207/30004—Biomedical image processing
- G06T2207/30041—Eye; Retina; Ophthalmic
-
- 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
- G06T2207/30196—Human being; Person
- G06T2207/30201—Face
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- Multimedia (AREA)
- Human Computer Interaction (AREA)
- General Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Ophthalmology & Optometry (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Image Analysis (AREA)
- Eye Examination Apparatus (AREA)
- Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201461944438P | 2014-02-25 | 2014-02-25 | |
| US61/944,438 | 2014-02-25 | ||
| PCT/US2015/017604 WO2015130849A1 (en) | 2014-02-25 | 2015-02-25 | Eye gaze tracking |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN106133752A CN106133752A (zh) | 2016-11-16 |
| CN106133752B true CN106133752B (zh) | 2019-08-30 |
Family
ID=52669667
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201580016687.0A Expired - Fee Related CN106133752B (zh) | 2014-02-25 | 2015-02-25 | 眼睛注视跟踪 |
Country Status (8)
| Country | Link |
|---|---|
| US (1) | US9939893B2 (enExample) |
| EP (1) | EP3111421A1 (enExample) |
| JP (1) | JP6329635B2 (enExample) |
| KR (1) | KR101950562B1 (enExample) |
| CN (1) | CN106133752B (enExample) |
| BR (1) | BR112016019529B1 (enExample) |
| MY (1) | MY180872A (enExample) |
| WO (1) | WO2015130849A1 (enExample) |
Families Citing this family (34)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9529428B1 (en) * | 2014-03-28 | 2016-12-27 | Amazon Technologies, Inc. | Using head movement to adjust focus on content of a display |
| EP3112922A1 (en) * | 2015-06-30 | 2017-01-04 | Thomson Licensing | A gaze tracking device and a head mounted device embedding said gaze tracking device |
| US9857871B2 (en) | 2015-09-04 | 2018-01-02 | Sony Interactive Entertainment Inc. | Apparatus and method for dynamic graphics rendering based on saccade detection |
| PH12018500541B1 (en) * | 2015-09-11 | 2024-04-12 | Jumio Corp | Method and system for determining a quality metric in biometric authentication |
| US10445606B2 (en) * | 2015-10-08 | 2019-10-15 | Microsoft Technology Licensing, Llc | Iris recognition |
| CN105577886A (zh) * | 2015-12-16 | 2016-05-11 | 努比亚技术有限公司 | 移动终端解锁装置及方法 |
| JP2017151556A (ja) * | 2016-02-22 | 2017-08-31 | 富士通株式会社 | 電子機器、認証方法および認証プログラム |
| KR102370445B1 (ko) | 2016-03-04 | 2022-03-03 | 매직 립, 인코포레이티드 | Ar/vr 디스플레이 시스템들에서의 전류 드레인 감소 |
| CN109154723B (zh) | 2016-03-25 | 2021-08-17 | 奇跃公司 | 虚拟和增强现实系统和方法 |
| US10372205B2 (en) * | 2016-03-31 | 2019-08-06 | Sony Interactive Entertainment Inc. | Reducing rendering computation and power consumption by detecting saccades and blinks |
| US10169846B2 (en) | 2016-03-31 | 2019-01-01 | Sony Interactive Entertainment Inc. | Selective peripheral vision filtering in a foveated rendering system |
| US10401952B2 (en) | 2016-03-31 | 2019-09-03 | Sony Interactive Entertainment Inc. | Reducing rendering computation and power consumption by detecting saccades and blinks |
| US10192528B2 (en) | 2016-03-31 | 2019-01-29 | Sony Interactive Entertainment Inc. | Real-time user adaptive foveated rendering |
| US10733275B1 (en) * | 2016-04-01 | 2020-08-04 | Massachusetts Mutual Life Insurance Company | Access control through head imaging and biometric authentication |
| US10956544B1 (en) | 2016-04-01 | 2021-03-23 | Massachusetts Mutual Life Insurance Company | Access control through head imaging and biometric authentication |
| WO2017205789A1 (en) | 2016-05-27 | 2017-11-30 | Pelz Jeff B | System and method for eye tracking |
| JP6799063B2 (ja) * | 2016-07-20 | 2020-12-09 | 富士フイルム株式会社 | 注目位置認識装置、撮像装置、表示装置、注目位置認識方法及びプログラム |
| KR102786437B1 (ko) | 2016-10-05 | 2025-03-25 | 매직 립, 인코포레이티드 | 혼합 현실 교정을 위한 안구주위 테스트 |
| CN106990839B (zh) * | 2017-03-21 | 2020-06-05 | 张文庆 | 一种眼球识别多媒体播放器及其实现方法 |
| CN107862673B (zh) * | 2017-10-31 | 2021-08-24 | 北京小米移动软件有限公司 | 图像处理方法及装置 |
| WO2019240157A1 (ja) * | 2018-06-12 | 2019-12-19 | 国立大学法人筑波大学 | 眼球運動測定装置、眼球運動測定方法及び眼球運動測定プログラム |
| WO2020018938A1 (en) | 2018-07-19 | 2020-01-23 | Magic Leap, Inc. | Content interaction driven by eye metrics |
| US11567336B2 (en) | 2018-07-24 | 2023-01-31 | Magic Leap, Inc. | Display systems and methods for determining registration between display and eyes of user |
| TWI685772B (zh) * | 2018-11-23 | 2020-02-21 | 國立臺灣大學 | 取得眼球追蹤位置的影像運算方法和其系統 |
| JP2021039654A (ja) * | 2019-09-05 | 2021-03-11 | フリュー株式会社 | 画像処理装置、画像処理方法、およびプログラム |
| KR102879935B1 (ko) * | 2019-10-16 | 2025-11-03 | 삼성디스플레이 주식회사 | 동공 검출 장치 |
| CN110969084B (zh) * | 2019-10-29 | 2021-03-05 | 深圳云天励飞技术有限公司 | 一种关注区域检测方法、装置、可读存储介质及终端设备 |
| CN112883767B (zh) * | 2019-11-29 | 2024-03-12 | Oppo广东移动通信有限公司 | 眼跳图像的处理方法及相关产品 |
| KR102396519B1 (ko) | 2020-08-18 | 2022-05-11 | 고려대학교 산학협력단 | Mri 환경에서 실시간 시야 변화 추적 기반 360° 파노라마 비디오 제공 방법, 이를 수행하기 위한 기록 매체 및 장치 |
| CN116507267A (zh) * | 2020-09-22 | 2023-07-28 | 苹果公司 | 用于视网膜眼睛跟踪的多个注视相关照明源 |
| WO2023133072A2 (en) | 2022-01-07 | 2023-07-13 | Jumio Corporation | Biometric authentication using head-mounted devices |
| IL300551A (en) * | 2023-02-09 | 2024-09-01 | Immersix Ltd | Retina image reference database |
| CN115984952B (zh) * | 2023-03-20 | 2023-11-24 | 杭州叶蓁科技有限公司 | 基于球结膜血管图像识别的眼动跟踪系统及其方法 |
| CN119131873A (zh) * | 2024-08-21 | 2024-12-13 | 天津牧瞳星科技有限公司 | 一种基于人工智能的眼部行为分析方法和系统 |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1774207A (zh) * | 2003-04-11 | 2006-05-17 | 博士伦公司 | 用于获取数据以及对准和跟踪眼睛的系统和方法 |
| JP2008099716A (ja) * | 2006-10-17 | 2008-05-01 | Tokyo Institute Of Technology | 眼球運動計測装置 |
| CN101523895A (zh) * | 2006-10-02 | 2009-09-02 | 索尼爱立信移动通讯有限公司 | 通过注视方向选择对焦区域 |
| CN101861118A (zh) * | 2007-11-16 | 2010-10-13 | 视瑞尔技术公司 | 用于发现和跟踪双眼的方法和装置 |
| CN201767950U (zh) * | 2009-10-22 | 2011-03-23 | 哈尔滨理工大学 | 球结膜微循环生物信息采集用眼球固定器 |
| CN102245085A (zh) * | 2008-10-14 | 2011-11-16 | 俄亥俄大学 | 利用眼跟踪的认知和语言评估 |
Family Cites Families (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| AU2002361210A1 (en) * | 2001-12-21 | 2003-07-09 | Sensomotoric Instruments Gmbh | Method and apparatus for eye registration |
| US20040196399A1 (en) * | 2003-04-01 | 2004-10-07 | Stavely Donald J. | Device incorporating retina tracking |
| US9433345B2 (en) * | 2012-02-24 | 2016-09-06 | University Of Tsukuba | Cycloduction measurement device, cycloduction measurement method, and cycloduction measurement program |
| US8369595B1 (en) | 2012-08-10 | 2013-02-05 | EyeVerify LLC | Texture features for biometric authentication |
-
2015
- 2015-02-25 US US14/631,819 patent/US9939893B2/en active Active
- 2015-02-25 MY MYPI2016001560A patent/MY180872A/en unknown
- 2015-02-25 EP EP15709584.5A patent/EP3111421A1/en not_active Withdrawn
- 2015-02-25 CN CN201580016687.0A patent/CN106133752B/zh not_active Expired - Fee Related
- 2015-02-25 BR BR112016019529-9A patent/BR112016019529B1/pt not_active IP Right Cessation
- 2015-02-25 WO PCT/US2015/017604 patent/WO2015130849A1/en not_active Ceased
- 2015-02-25 KR KR1020167026026A patent/KR101950562B1/ko not_active Expired - Fee Related
- 2015-02-25 JP JP2016553832A patent/JP6329635B2/ja not_active Expired - Fee Related
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1774207A (zh) * | 2003-04-11 | 2006-05-17 | 博士伦公司 | 用于获取数据以及对准和跟踪眼睛的系统和方法 |
| CN101692979A (zh) * | 2003-04-11 | 2010-04-14 | 博士伦公司 | 用于获取数据以及对准和跟踪眼睛的系统和方法 |
| CN101523895A (zh) * | 2006-10-02 | 2009-09-02 | 索尼爱立信移动通讯有限公司 | 通过注视方向选择对焦区域 |
| JP2008099716A (ja) * | 2006-10-17 | 2008-05-01 | Tokyo Institute Of Technology | 眼球運動計測装置 |
| CN101861118A (zh) * | 2007-11-16 | 2010-10-13 | 视瑞尔技术公司 | 用于发现和跟踪双眼的方法和装置 |
| CN102245085A (zh) * | 2008-10-14 | 2011-11-16 | 俄亥俄大学 | 利用眼跟踪的认知和语言评估 |
| CN201767950U (zh) * | 2009-10-22 | 2011-03-23 | 哈尔滨理工大学 | 球结膜微循环生物信息采集用眼球固定器 |
Non-Patent Citations (6)
| Title |
|---|
| Adaptive Object Tracking for Improved Gaze Estimation Based on Fusion of Starburst Algorithm and Natural Features Tracking;Peter Bazanov;《9TH CONFERENCE OF OPEN INNOVATIONS COMMUNITY FRUCT》;20111231;全文 * |
| An Algorithm to Detect a Center of Pupil for Extraction of Point of Gaze;S. I. Kim et al.;《《Proceedings of the 26th Annual International Conference of the IEEE EMBS》》;20040905;第II节、图4 * |
| Aydın Kaya1 et al..Designing A Pattern Stabilization Method Using Scleral Blood Vessels For Laser Eye Surgery.《IEEE》.2010, * |
| Gaze estimation for near-eye display based on fusion of starburst algorithm and fern natural features;Peter Bazanov et al.;《Fruct Org》;20111231;第2.2节、图2 * |
| Subpixel Eye Gaze Tracking;Jie Zhu et al.;《IEEE》;20021231;第2.3节 * |
| 一种可克服头动影响的视线跟踪系统;秦华标 等;《电子学报》;20131231;第41卷(第12期);摘要、第5.2节 * |
Also Published As
| Publication number | Publication date |
|---|---|
| US20150241967A1 (en) | 2015-08-27 |
| BR112016019529A8 (pt) | 2022-12-13 |
| CN106133752A (zh) | 2016-11-16 |
| JP6329635B2 (ja) | 2018-05-23 |
| MY180872A (en) | 2020-12-10 |
| EP3111421A1 (en) | 2017-01-04 |
| WO2015130849A1 (en) | 2015-09-03 |
| BR112016019529A2 (enExample) | 2017-08-15 |
| US9939893B2 (en) | 2018-04-10 |
| KR101950562B1 (ko) | 2019-02-20 |
| KR20160124870A (ko) | 2016-10-28 |
| JP2017515182A (ja) | 2017-06-08 |
| BR112016019529B1 (pt) | 2023-03-07 |
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Effective date of registration: 20230113 Address after: California, USA Patentee after: JUMIO Inc. Address before: Missouri, USA Patentee before: EYEVERIFY |
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| CF01 | Termination of patent right due to non-payment of annual fee | ||
| CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20190830 |