IP Library Granted Patent US 12,196,952
Granted Patent B2
US 12,196,952 · App. 18/521,613 · Granted Jan 14, 2025

Display systems and methods for determining registration between a display and a user's eyes

Inventors: Lionel Ernest Edwin (Hollywood, FL); Zachary C. Nienstedt (Fort Lauderdale, FL); Ivan Li Chuen Yeoh (Wesley Chapel, FL); Samuel A. Miller (Hollywood, FL); Yan Xu (San Jose, CA); Jordan Alexander Cazamias (Menlo Park, CA)
Assignee: Magic Leap, Inc.
G02B27/0081A61B3/111A61B3/113G02B27/0093G02B27/0172G02B27/0176G02B30/00G02B30/40G06F1/163G06F3/011G06F3/012G06F3/013G06F3/017G06F3/0346G06F3/04815G06F3/16G06F3/167G06V40/193H04N13/344H04N13/383G02B2027/0134G02B2027/0138G02B2027/0174G06T3/40G06V10/42G06V10/467G06V10/60
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Quick Facts
Patent No.
US 12,196,952
App. No.
18/521,613
Filed
Nov 28, 2023
Granted
Jan 14, 2025
Kind
B2
Art Unit
2628
USPC
345/8
Abstract

A wearable device may include a head-mounted display (HMD) for rendering a three-dimensional (3D) virtual object which appears to be located in an ambient environment of a user of the display. The relative positions of the HMD and one or more eyes of the user may not be in desired positions to receive, or register, image information outputted by the HMD. For example, the HMD-to-eye alignment may vary for different users and may change over time (e.g., as a user moves around and/or the HMD slips or is otherwise displaced). The wearable device may determine a relative position or alignment between the HMD and the user's eyes. Based on the relative positions, the wearable device may determine if it is properly fitted to the user, may provide feedback on the quality of the fit to the user, and may take actions to reduce or minimize effects of any misalignment.

Claims (40)

1. A display system configured to project light to an eye of a user to display virtual image content, the display system comprising:

a frame configured to be supported on a head of the user;

a head-mounted display disposed on the frame, the display configured to project light into the eye to display virtual image content with different amounts of wavefront divergence to present virtual image content appearing to be located at different depths;

one or more eye-tracking cameras configured to image the eye; and

processing electronics in communication with the display and the one or more eye-tracking cameras, the processing electronics configured to:

define a display registration volume relative to the display, wherein the display registration volume is a three-dimensional (3D) volume of space that is defined with reference to the display such that the virtual image content is received by the eye while the eye is situated within the display registration volume, and such that the virtual image content is not received by the eye, or the virtual image content is dimmed, while the eye is not situated within the display registration volume, and wherein the display registration volume is a tapered 3D volume of space such that an area of a cross-section of the display registration volume decreases with increasing distance from the display;

determine a position of the eye based on one or more images of the eye obtained with the one or more eye-tracking cameras;

determine whether the position of the eye is within the display registration volume;

control operation of the display based on determining whether the position of the eye is within the display registration volume;

define a housing registration volume relative to one or more openings in the frame, wherein the housing registration volume is a second 3D volume of space that is defined such that an external field of view of an external environment proximal to the display is viewable by the eye while the eye is situated within the housing registration volume;

determine whether the position of the eye is within the housing registration volume; and

provide, to the user, a notification of misregistration based on determining that the eye is not within the housing registration volume.

2. The display system of claim 1 , wherein the processing electronics are further configured to provide, to the user, the notification of misregistration based on determining that the eye is not within the display registration volume.

3. The display system of claim 1 , wherein the display registration volume is shaped as a frustum.

4. The display system of claim 1 , wherein the housing registration volume is shaped as a truncated cone.

5. The display system of claim 1 , wherein the processing electronics are further configured to provide the notification of misregistration based on determining that the eye is outside both the display registration volume and the housing registration volume.

6. The display system of claim 1 , wherein the processing electronics are further configured to:

define a combined registration volume that includes points in the 3D volume of space that are in both the display registration volume and the housing registration volume;

determine whether the position of the eye is within the combined registration volume; and

provide, to the user, the notification of misregistration based on determining that the eye is not within the combined registration volume.

7. The display system of claim 1 , wherein the display registration volume is defined based on one or more parameters that comprise a type of application that is running on the display system.

8. The display system of claim 1 , wherein the display registration volume is defined based on one or more parameters that comprise one or more physical parameters of the head-mounted display.

9. The display system of claim 8 , wherein the one or more physical parameters of the head-mounted display comprise one or more of a dimension of a field of view of the display, a surface size of the display, a shape of the display, a dimension of an outer housing of the display, or an amount of optical power imparted by the display to light representing virtual image content.

10. The display system of claim 1 , wherein the processing electronics are further configured to control operation of the display by presenting virtual image content to the user indicating at least that the display and the eye are not properly registered, based on determining that the position of the eye is not within the display registration volume.

11. A computer-implemented method for controlling a head-mountable display configured to project light to an eye of a user to display virtual image content, the method comprising:

defining a display registration volume relative to the display, wherein the display registration volume is a three-dimensional (3D) volume of space that is defined with reference to the display such that the virtual image content is received by the eye while the eye is situated within the display registration volume, and such that the virtual image content is not received by the eye, or the virtual image content is dimmed, while the eye is not situated within the display registration volume, and wherein the display registration volume is a tapered 3D volume of space such that an area of a cross-section of the display registration volume decreases with increasing distance from the display;

determining a position of the eye based on one or more images of the eye;

determining whether the position of the eye is within the display registration volume;

controlling operation of the display based on determining whether the position of the eye is within the display registration volume;

defining a housing registration volume relative to one or more openings in a frame of the display, wherein the housing registration volume is a second 3D volume of space that is defined such that an external field of view of an external environment proximal to the display is viewable by the eye while the eye is situated within the housing registration volume;

determining whether the position of the eye is within the housing registration volume; and

providing, to the user, a notification of misregistration based on determining that the eye is not within the housing registration volume.

12. The method of claim 11 , further comprising providing, to the user, the notification of misregistration based on determining that the eye is not within the display registration volume.

13. The method of claim 11 , wherein the display registration volume is shaped as a frustum.

14. The method of claim 11 , wherein the housing registration volume is shaped as a truncated cone.

15. The method of claim 11 , further comprising providing the notification of misregistration based on determining that the eye is outside both the display registration volume and the housing registration volume.

16. The method of claim 11 , further comprising:

defining a combined registration volume that includes points in the 3D volume of space that are in both the display registration volume and the housing registration volume;

determining whether the position of the eye is within the combined registration volume; and

providing, to the user, the notification of misregistration based on determining that the eye is not within the combined registration volume.

Assignments (3)
SECURITY INTEREST Recorded Oct 31, 2025
From: MAGIC LEAP, INC.; MENTOR ACQUISITION ONE, LLC; MOLECULAR IMPRINTS, INC.
To: CITIBANK, N.A., AS COLLATERAL AGENT
Reel/Frame 073422/0549 →
SECURITY INTEREST Recorded Oct 28, 2025
From: MAGIC LEAP, INC.; MENTOR ACQUISITION ONE, LLC; MOLECULAR IMPRINTS, INC.
To: CITIBANK, N.A., AS COLLATERAL AGENT
Reel/Frame 073388/0027 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Nov 28, 2023
From: EDWIN, LIONEL ERNEST; NIENSTEDT, ZACHARY C.; YEOH, IVAN LI CHUEN; MILLER, SAMUEL A.; XU, YAN; CAZAMIAS, JORDAN ALEXANDER
To: MAGIC LEAP, INC.
Reel/Frame 065688/0449 →
Continuity (7)
Continuation 17706429 · Mar 28, 2022
Continuation 17125932 · Dec 17, 2020
Continuation 16251017 · Jan 17, 2019
Provisional Application 62702849 · Jul 24, 2018
Provisional Application 62644321 · Mar 16, 2018
Provisional Application 62618559 · Jan 17, 2018
Related Publication 20240094528A1 · Mar 21, 2024
References Cited (218)
US 5280312A · Yamada et al. · 1994 [cited by applicant]
US 5844656A · Ronzani et al. · 1998 [cited by applicant]
US 6590573B1 · Geshwind · 2003 [cited by applicant]
US 6611283B1 · Isonuma · 2003 [cited by applicant]
US 6771424B1 · Amafuji et al. · 2004 [cited by applicant]
US 6850221B1 · Tickle · 2005 [cited by applicant]
US 8406479B2 · Tsukizawa · 2013 [cited by applicant]
US 8929589B2 · Publicover et al. · 2015 [cited by applicant]
US 9025252B2 · Lewis et al. · 2015 [cited by applicant]
US 9080284B2 · Areyur et al. · 2015 [cited by applicant]
US 9081426B2 · Armstrong · 2015 [cited by applicant]
US 9213163B2 · Lewis et al. · 2015 [cited by applicant]
US 9215293B2 · Miller · 2015 [cited by applicant]
US 9264803B1 · Johnson et al. · 2016 [cited by applicant]
US 9348143B2 · Gao et al. · 2016 [cited by applicant]
US 9417452B2 · Schowengerdt et al. · 2016 [cited by applicant]
US 9470906B2 · Kaji et al. · 2016 [cited by applicant]
US 9529428B1 · Bhattacharya et al. · 2016 [cited by applicant]
US 9547174B2 · Gao et al. · 2017 [cited by applicant]
US 9671566B2 · Abovitz et al. · 2017 [cited by applicant]
US 9727991B2 · Guenter et al. · 2017 [cited by applicant]
US 9740006B2 · Gao · 2017 [cited by applicant]
US 9791700B2 · Schowengerdt · 2017 [cited by applicant]
US 9851563B2 · Gao et al. · 2017 [cited by applicant]
US 9857591B2 · Welch et al. · 2018 [cited by applicant]
US 9874749B2 · Bradski et al. · 2018 [cited by applicant]
US 10019057B2 · Osman et al. · 2018 [cited by applicant]
US 10296792B2 · Spizhevoy et al. · 2019 [cited by applicant]
US 10338677B2 · Guenter et al. · 2019 [cited by applicant]
US 10521025B2 · Powderly et al. · 2019 [cited by applicant]
US 10573042B2 · Kaehler et al. · 2020 [cited by applicant]
US 10917634B2 · Edwin et al. · 2021 [cited by applicant]
US 10951882B2 · Oonishi · 2021 [cited by applicant]
US 11112863B2 · Miller et al. · 2021 [cited by applicant]
US 11290706B2 · Edwin et al. · 2022 [cited by applicant]
US 11567336B2 · Xu et al. · 2023 [cited by applicant]
US 20020181115A1 · Massof et al. · 2002 [cited by applicant]
US 20030030597A1 · Geist · 2003 [cited by applicant]
US 20030184868A1 · Geist · 2003 [cited by applicant]
US 20040174496A1 · Ji et al. · 2004 [cited by applicant]
US 20040238732A1 · State et al. · 2004 [cited by applicant]
US 20060028436A1 · Armstrong · 2006 [cited by applicant]
US 20060250322A1 · Hall et al. · 2006 [cited by applicant]
US 20070081123A1 · Lewis · 2007 [cited by applicant]
US 20070120986A1 · Nunomaki · 2007 [cited by applicant]
US 20070273983A1 · Hebert · 2007 [cited by applicant]
US 20080002262A1 · Chirieleison · 2008 [cited by applicant]
US 20080106489A1 · Brown et al. · 2008 [cited by applicant]
US 20080117289A1 · Schowengerdt et al. · 2008 [cited by applicant]
US 20090160872A1 · Gibbons · 2009 [cited by applicant]
US 20090167673A1 · Kerofsky · 2009 [cited by applicant]
US 20100045932A1 · Shelhamer et al. · 2010 [cited by applicant]
US 20100283969A1 · Cooperstock et al. · 2010 [cited by applicant]
US 20110075257A1 · Hua et al. · 2011 [cited by applicant]
US 20120022220A1 · Kozlowski et al. · 2012 [cited by applicant]
US 20120033179A1 · Kratzer et al. · 2012 [cited by applicant]
US 20120068913A1 · Bar-Zeev et al. · 2012 [cited by applicant]
US 20120127062A1 · Bar-Zeev et al. · 2012 [cited by applicant]
US 20120139817A1 · Freeman · 2012 [cited by applicant]
US 20120162549A1 · Gao et al. · 2012 [cited by applicant]
US 20120212484A1 · Haddick et al. · 2012 [cited by applicant]
US 20120293407A1 · Lee · 2012 [cited by applicant]
US 20130022220A1 · Dong et al. · 2013 [cited by applicant]
US 20130038510A1 · Brin et al. · 2013 [cited by applicant]
US 20130050070A1 · Lewis et al. · 2013 [cited by applicant]
US 20130050833A1 · Lewis et al. · 2013 [cited by applicant]
US 20130082922A1 · Miller · 2013 [cited by applicant]
US 20130083003A1 · Perez et al. · 2013 [cited by applicant]
US 20130083976A1 · Ragland · 2013 [cited by applicant]
US 20130093791A1 · Arnold · 2013 [cited by applicant]
US 20130117377A1 · Miller · 2013 [cited by applicant]
US 20130125027A1 · Abovitz · 2013 [cited by applicant]
US 20130128364A1 · Wheeler et al. · 2013 [cited by applicant]
US 20130208234A1 · Lewis · 2013 [cited by applicant]
US 20130222384A1 · Futterer · 2013 [cited by examiner]
US 20130235169A1 · Kato et al. · 2013 [cited by applicant]
US 20130242262A1 · Lewis · 2013 [cited by applicant]
US 20130285885A1 · Nowatzyk et al. · 2013 [cited by applicant]
US 20130286053A1 · Fleck et al. · 2013 [cited by applicant]
US 20130300653A1 · Lewis et al. · 2013 [cited by applicant]
US 20130321925A1 · Jacobs et al. · 2013 [cited by applicant]
US 20130339433A1 · Li et al. · 2013 [cited by applicant]
US 20140002442A1 · Lamb et al. · 2014 [cited by applicant]
US 20140071539A1 · Gao · 2014 [cited by applicant]
US 20140104143A1 · Benson et al. · 2014 [cited by applicant]
US 20140146394A1 · Tout et al. · 2014 [cited by applicant]
US 20140177023A1 · Gao et al. · 2014 [cited by applicant]
US 20140218468A1 · Gao et al. · 2014 [cited by applicant]
US 20140232988A1 · Kersting et al. · 2014 [cited by applicant]
US 20140267420A1 · Schowengerdt et al. · 2014 [cited by applicant]
US 20140306866A1 · Miller et al. · 2014 [cited by applicant]
US 20140354514A1 · Aronsson · 2014 [cited by applicant]
US 20140375540A1 · Ackerman · 2014 [cited by examiner]
US 20140375542A1 · Robbins et al. · 2014 [cited by applicant]
US 20140375680A1 · Ackerman et al. · 2014 [cited by applicant]
US 20150015461A1 · Morimoto · 2015 [cited by applicant]
US 20150016777A1 · Abovitz et al. · 2015 [cited by applicant]
US 20150035744A1 · Robbins et al. · 2015 [cited by applicant]
US 20150049013A1 · Rahman et al. · 2015 [cited by applicant]
US 20150103306A1 · Kaji et al. · 2015 [cited by applicant]
US 20150156716A1 · Raffle et al. · 2015 [cited by applicant]
US 20150178939A1 · Bradski et al. · 2015 [cited by applicant]
US 20150189266A1 · Zhou · 2015 [cited by applicant]
US 20150205126A1 · Schowengerdt · 2015 [cited by examiner]
US 20150205494A1 · Scott et al. · 2015 [cited by applicant]
US 20150220779A1 · Publicover et al. · 2015 [cited by applicant]
US 20150222883A1 · Welch · 2015 [cited by applicant]
US 20150222884A1 · Cheng · 2015 [cited by applicant]
US 20150268415A1 · Schowengerdt et al. · 2015 [cited by applicant]
US 20150287206A1 · Ebisawa · 2015 [cited by applicant]
US 20150288944A1 · Nistico et al. · 2015 [cited by applicant]
US 20150302652A1 · Miller et al. · 2015 [cited by applicant]
US 20150309263A2 · Abovitz et al. · 2015 [cited by applicant]
US 20150326570A1 · Publicover et al. · 2015 [cited by applicant]
US 20150346490A1 · TeKolste et al. · 2015 [cited by applicant]
US 20150346495A1 · Welch et al. · 2015 [cited by applicant]
US 20150362992A1 · Jacobs et al. · 2015 [cited by applicant]
US 20160007934A1 · Arnold et al. · 2016 [cited by applicant]
US 20160011419A1 · Gao · 2016 [cited by applicant]
US 20160026253A1 · Bradski et al. · 2016 [cited by applicant]
US 20160041048A1 · Blum et al. · 2016 [cited by applicant]
US 20160055822A1 · Bell · 2016 [cited by applicant]
US 20160078278A1 · Moore et al. · 2016 [cited by applicant]
US 20160109709A1 · Osterhout · 2016 [cited by applicant]
US 20160131902A1 · Ambrus et al. · 2016 [cited by applicant]
US 20160196465A1 · Wu et al. · 2016 [cited by applicant]
US 20160198949A1 · Spitzer · 2016 [cited by applicant]
US 20160209648A1 · Haddick et al. · 2016 [cited by applicant]
US 20160209656A1 · Urey · 2016 [cited by applicant]
US 20160270656A1 · Samec et al. · 2016 [cited by applicant]
US 20160363995A1 · Rougeaux · 2016 [cited by applicant]
US 20170053165A1 · Kaehler · 2017 [cited by applicant]
US 20170053166A1 · Amayeh et al. · 2017 [cited by applicant]
US 20170092235A1 · Osman et al. · 2017 [cited by applicant]
US 20170122725A1 · Yeoh et al. · 2017 [cited by applicant]
US 20170123526A1 · Trail et al. · 2017 [cited by applicant]
US 20170123744A1 · Park · 2017 [cited by examiner]
US 20170124713A1 · Jurgenson et al. · 2017 [cited by applicant]
US 20170124928A1 · Edwin et al. · 2017 [cited by applicant]
US 20170160518A1 · Lanman et al. · 2017 [cited by applicant]
US 20170206412A1 · Kaehler · 2017 [cited by applicant]
US 20170212351A1 · Schowengerdt et al. · 2017 [cited by applicant]
US 20170237974A1 · Samec et al. · 2017 [cited by applicant]
US 20170261610A1 · Scally et al. · 2017 [cited by applicant]
US 20170263007A1 · Cavin et al. · 2017 [cited by applicant]
US 20170276948A1 · Welch et al. · 2017 [cited by applicant]
US 20170285343A1 · Belenkii et al. · 2017 [cited by applicant]
US 20180004002A1 · Rong et al. · 2018 [cited by applicant]
US 20180018515A1 · Spizhevoy et al. · 2018 [cited by applicant]
US 20180032133A1 · Cho et al. · 2018 [cited by applicant]
US 20180095295A1 · Chene et al. · 2018 [cited by applicant]
US 20180098056A1 · Bohn · 2018 [cited by applicant]
US 20180308288A1 · Harscoet et al. · 2018 [cited by applicant]
US 20190019023A1 · Konttori et al. · 2019 [cited by applicant]
US 20190137765A1 · Chang et al. · 2019 [cited by applicant]
US 20190141847A1 · Chang et al. · 2019 [cited by applicant]
US 20190156100A1 · Rougeaux et al. · 2019 [cited by applicant]
US 20190222830A1 · Edwin et al. · 2019 [cited by applicant]
US 20190243448A1 · Miller et al. · 2019 [cited by applicant]
US 20190279407A1 · McHugh et al. · 2019 [cited by applicant]
US 20190302882A1 · Blixt et al. · 2019 [cited by applicant]
US 20200051320A1 · Laffont et al. · 2020 [cited by applicant]
US 20200218087A1 · Grand-Clement · 2020 [cited by applicant]
US 20210105456A1 · Edwin et al. · 2021 [cited by applicant]
US 20210271091A1 · Xu et al. · 2021 [cited by applicant]
US 20220253135A1 · Cohen et al. · 2022 [cited by applicant]
JP H09193803A · 1997 [cited by applicant]
JP H11155152A · 1999 [cited by applicant]
JP 2003307774A · 2003 [cited by applicant]
JP 2005013752A · 2005 [cited by applicant]
JP 2016207145A · 2019 [cited by applicant]
WO 2014133166A1 · 2014 [cited by applicant]
WO 2016129156A1 · 2016 [cited by applicant]
WO 2016203654A1 · 2016 [cited by applicant]
WO 2017079329A1 · 2017 [cited by applicant]
WO 2017127366A1 · 2017 [cited by applicant]
WO 2017139667A1 · 2017 [cited by applicant]
WO 2018091770A1 · 2018 [cited by applicant]
WO 2019143864A1 · 2019 [cited by applicant]
WO 2020023542A1 · 2020 [cited by applicant]
WO 2022015847A1 · 2022 [cited by applicant]
ARToolKit: https://web.archive.org/web/20051013062315/http://www.hitl.washington.edu:80/artoolkit/documentation/hardware.htm, archived Oct. 13, 2005. [cited by applicant]
AU2019209930 Examination Report dated Jul. 25, 2022. [cited by applicant]
Azuma, “A Survey of Augmented Reality,” Teleoperators and Virtual Environments 6, (Aug. 4, 1997), pp. 355-385. https://web.archive.org/web/20010604100006/http://www.cs.unc.edu/ azuma/ARpresence.pdf. [cited by applicant]
Azuma, “Predictive Tracking for Augmented Realty,” TR95-007, Department of Computer Science, UNC-Chapel Hill, NC, Feb. 1995. [cited by applicant]
Bimber, et al., “Spatial Augmented Reality-Merging Real and Virtual Worlds,” 2005 https://web.media.mit.edu/raskar/book/BimberRaskarAugmentedRealityBook.pdf. [cited by applicant]
Chi Jian-Nan et al: “Key Techniques of Eye Gaze Tracking Based on Pupil Corneal Reflection”, Intelligent Systems, 2009. GCIS '09. WRI Global Congress on, IEEE, Piscataway, NJ, USA, May 19, 2009 (May 19, 2009), pp. 133-1… [cited by applicant]
EP19741593.8 Examination Report dated Feb. 24, 2023. [cited by applicant]
EP19844174.3 Examination Report dated Jul. 11, 2023. [cited by applicant]
IL275822 Office Action dated Dec. 29, 2022. [cited by applicant]
International Preliminary Report on Patentability for PCT Application No. PCT/US 19/43096, dated Jan. 26, 2021. [cited by applicant]
International Preliminary Report on Patentability for PCT Application No. PCT/US2019/014086, dated Jul. 21, 2020. [cited by applicant]
International Search Report and Written Opinion for PCT Application No. PCT/US 19/43096, dated Oct. 16, 2019. [cited by applicant]
International Search Report and Written Opinion for PCT Application No. PCT/US2019/014086, dated Apr. 9, 2019. [cited by applicant]
Jacob, “Eye Tracking in Advanced Interface Design,” Human-Computer Interaction Lab Naval Research Laboratory, Washington, D.C. / paper/ in Virtual Environments and Advanced Interface Design, ed. by W. Barfield and T.A. … [cited by applicant]
JP2020-536814 Official Action dated Jan. 27, 2023. [cited by applicant]
JP2020-539042 Official Action dated Jan. 20, 2023. [cited by applicant]
JP2021-503169 Office Action dated Jul. 26, 2023. [cited by applicant]
Nair, et al., “RIT-Eyes: Rendering of near-eye images for eye-tracking applications,” in Proceedings of ACM Conferences, Washington, DC, USA, Jul. 2017 (Coference '17), 10 pages. [cited by applicant]
Navarro, “The Optical Design of the Human Eye: a Critical Review,” J. Optom. 2009; 2:3-18. [cited by applicant]
Takashi Nagamatsu et al: “One-point calibration gaze tracking based on eyeball kinematics using stereo cameras”, Eye Tracking Research & Applications: Proceedings; ETRA 2008; [Eye Tracking Research and Applications Symp… [cited by applicant]
Tanriverdi and Jacob, “Interacting With Eye Movements in Virtual Environments,” Department of Electrical Engineering and Computer Science, Tufts University, Medford, MA—paper/Proc. AMC CHI 2000 Human Factors in Computin… [cited by applicant]
U.S. Appl. No. 17/385,724 Office Action dated Sep. 28, 2022. [cited by applicant]
U.S. Appl. No. 17/385,724 Office Action dated Mar. 30, 2023. [cited by applicant]
U.S. Appl. No. 17/465,715 Office Action dated Jan. 24, 2023. [cited by applicant]
U.S. Appl. No. 17/706,429 Office Action dated Jun. 9, 2023. [cited by applicant]
U.S. Appl. No. 17/706,429 Office Action dated Feb. 24, 2023. [cited by applicant]
U.S. Appl. No. 17/962,289 Office Action dated Feb. 16, 2023. [cited by applicant]
U.S. Appl. No. 17/962,289 Office Action dated Aug. 16, 2023. [cited by applicant]
U.S. Appl. No. 17/962,289 Office Action dated Feb. 19, 2023. [cited by applicant]
U.S. Appl. No. 18/155,515 Office Action dated May 10, 2023. [cited by applicant]
Zhiwei Zhu et al: “Novel Eye Gaze Tracking Techniques Under Natural Head Movement”, IEEE Transactions on Biomedical Engineering, IEEE Service Center, Piscataway, NJ, USA, vol. 54, No. 12, Dec. 1, 2007 (Dec. 1, 2007), pp… [cited by applicant]
EP24155344.5 Extended European Search Report dated May 21, 2024. [cited by applicant]
EP24160191.3 Extended European Search Report dated Jun. 19, 2024. [cited by applicant]
KR20207022017 Office Action dated May 9, 2024. [cited by applicant]
KR20207022859 Office Action dated Apr. 29, 2024. [cited by applicant]
JP2024053322 Office Action dated Aug. 2, 2024. [cited by applicant]
CN201980014647.0 Office Action dated Nov. 7, 2024. [cited by applicant]