Prosecution Insights
Last updated: August 12, 2026
Application No. 18/820,148

METHODS AND SYSTEMS FOR ASSESSING OCULAR HEALTH THROUGH VR INTERACTION WITH MULTIDIMENSIONAL SHAPES

Non-Final OA §102
Filed
Aug 29, 2024
Examiner
GAGNON, GRANT A
Art Unit
2872
Tech Center
2800 — Semiconductors & Electrical Systems
Assignee
Zenni Optical Inc.
OA Round
1 (Non-Final)
84%
Grant Probability
Favorable
1-2
OA Rounds
7m
Est. Remaining
91%
With Interview

Examiner Intelligence

Grants 84% — above average
84%
Career Allowance Rate
389 granted / 466 resolved
+15.5% vs TC avg
Moderate +8% lift
Without
With
+7.9%
Interview Lift
resolved cases with interview
Typical timeline
2y 7m
Avg Prosecution
30 currently pending
Career history
502
Total Applications
across all art units

Statute-Specific Performance

§101
0.9%
-39.1% vs TC avg
§103
44.9%
+4.9% vs TC avg
§102
41.9%
+1.9% vs TC avg
§112
5.3%
-34.7% vs TC avg
Black line = Tech Center average estimate • Based on career data from 466 resolved cases

Office Action

§102
DETAILED ACTION Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Information Disclosure Statement The IDS’ filed to date have been considered. Claim Rejections - 35 USC § 102 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis (i.e., changing from AIA to pre-AIA ) for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. The following is a quotation of the appropriate paragraphs of 35 U.S.C. 102 that form the basis for the rejections under this section made in this Office action: A person shall be entitled to a patent unless – (a)(1) the claimed invention was patented, described in a printed publication, or in public use, on sale, or otherwise available to the public before the effective filing date of the claimed invention. Claim(s) 1-20 is/are rejected under 35 U.S.C. 102(a)(1) as being anticipated by Tran (US 20210290053) herein after referred to as D1. With regard to claim 1, D1 teaches a method of implementing a virtual eye test ([0006]) for assessing ocular health ([0060]) by analyzing user interaction ([0216]) with multidimensional shapes ([0085]), in at least one of (Fig. 1A, 2A; and [0113]); comprising: at an electronic device (fig. 1) including a head-mounted display (208) and a camera (130): generating a virtual reality (VR) user interface ([0113]) corresponding to a three-dimensional virtual environment ([0115]) (][0139]); rendering the VR user interface ([0113]) on the HMD (208); simulating one or more test scenarios ([0051]) with multidimensional shapes ([0085]) in the VR user interface ([0113]); and while simulating the one or more test scenarios ([0051]), in real time ([0103]): continuously tracking ([0104]), using the camera (130), eye movements ([0116]) in response to one or more visual stimuli ([0122]) presented in the one or more test scenarios ([0051]); and analyzing user interaction ([0216]) with the multidimensional shapes ([0085]) for assessing ocular health ([0060]), based on the eye movements ([0116]). With regard to claim 2, D1 teaches all of the claimed limitations of the instant invention as have been outlined above with respect to claim 1, wherein D1 further teaches methods for testing in a virtual reality environment, in at least one of (Fig. 1A, 2A; and [0113]); wherein simulating the one or more test scenarios ([0051]) comprises generating a plurality of interactive 3D shapes ([0085]) within the virtual environment ([0115]). With regard to claim 3, D1 teaches all of the claimed limitations of the instant invention as have been outlined above with respect to claim 1, wherein D1 further teaches methods for testing in a virtual reality environment, in at least one of (Fig. 1A, 2A; and [0113]); wherein generating the interactive 3D shapes ([0085]) comprises selecting one or more shapes ([0085]) from a group consisting of polyhedral ([0085]), tesseracts ([0085]), and custom objects ([0085]). With regard to claim 4, D1 teaches all of the claimed limitations of the instant invention as have been outlined above with respect to claim 1, wherein D1 further teaches methods for testing in a virtual reality environment, in at least one of (Fig. 1A, 2A; and [0113]); wherein generating the interactive 3D shapes ([0085]) comprises generating one or more interactive shapes ([0085]) programmed to rotate ([0186]), resize ([0186]) and align in space ([0186]). With regard to claim 5, D1 teaches all of the claimed limitations of the instant invention as have been outlined above with respect to claim 1, wherein D1 further teaches methods for testing in a virtual reality environment, in at least one of (Fig. 1A, 2A; and [0113]); wherein the plurality of interactive 3D shapes ([0085]) allows users to manipulate the shapes ([0085]) through gaze direction ([0132]) and hand movements ([0105]). With regard to claim 6, D1 teaches all of the claimed limitations of the instant invention as have been outlined above with respect to claim 1, wherein D1 further teaches methods for testing in a virtual reality environment, in at least one of (Fig. 1A, 2A; and [0113]); wherein the plurality of interactive 3D shapes ([0085]) comprises symmetric shapes ([0085]). With regard to claim 7, D1 teaches all of the claimed limitations of the instant invention as have been outlined above with respect to claim 1, wherein D1 further teaches methods for testing in a virtual reality environment, in at least one of (Fig. 1A, 2A; and [0113]); wherein simulating the one or more test scenarios ([0051]) comprises generating and displaying a plurality of interactive tasks ([0106]), including manipulating 3D shapes ([0085]) to fit into predetermined patterns, matching shapes ([0085]) based on depth cues ([0114]), and performing precision tasks ([0106]) that require fine eye-hand coordination. With regard to claim 8, D1 teaches all of the claimed limitations of the instant invention as have been outlined above with respect to claim 1, wherein D1 further teaches methods for testing in a virtual reality environment, in at least one of (Fig. 1A, 2A; and [0113]); wherein simulating the one or more test scenarios ([0051]) comprises allowing a user to rotate ([0186]), resize ([0186]) and align shapes ([0085]). With regard to claim 9, D1 teaches all of the claimed limitations of the instant invention as have been outlined above with respect to claim 1, wherein D1 further teaches methods for testing in a virtual reality environment, in at least one of (Fig. 1A, 2A; and [0113]); wherein simulating the one or more test scenarios ([0051]) comprises providing depth cues ([0114]) via overlap ([0167]) and relative size ([0168]) for distance estimation ([0175]). With regard to claim 10, D1 teaches all of the claimed limitations of the instant invention as have been outlined above with respect to claim 1, wherein D1 further teaches methods for testing in a virtual reality environment, in at least one of (Fig. 1A, 2A; and [0113]); wherein the one or more test scenarios ([0051]) comprise one or more precision tasks ([0106]) requiring fine alignment ([0205]) and exact matching of shapes ([0085]). With regard to claim 11, D1 teaches all of the claimed limitations of the instant invention as have been outlined above with respect to claim 1, wherein D1 further teaches methods for testing in a virtual reality environment, in at least one of (Fig. 1A, 2A; and [0113]); wherein the one or more test scenarios ([0051]) comprise one or more tasks revealing strabismus ([0145]), amblyopia ([0175]), convergence insufficiency ([0092]), and other similar issues ([0092]), through user performance metrics ([0092]). With regard to claim 12, D1 teaches all of the claimed limitations of the instant invention as have been outlined above with respect to claim 1, wherein D1 further teaches methods for testing in a virtual reality environment, in at least one of (Fig. 1A, 2A; and [0113]); wherein tracking ([0104]) eye movements ([0116]) comprises using one or more eye-tracking ([0104]) sensors to monitor gaze direction ([0132]), fixation points ([0014]), and saccadic movements ([0116]). With regard to claim 13, D1 teaches all of the claimed limitations of the instant invention as have been outlined above with respect to claim 1, wherein D1 further teaches methods for testing in a virtual reality environment, in at least one of (Fig. 1A, 2A; and [0113]); wherein the three-dimensional virtual environment ([0115]) (][0139]) ([0139]) comprises a photorealistic ([0149]) representation of real-world conditions ([0206]), including varied lighting conditions ([0085]) and complex visual elements ([0085]). With regard to claim 14, D1 teaches all of the claimed limitations of the instant invention as have been outlined above with respect to claim 1, wherein D1 further teaches methods for testing in a virtual reality environment, in at least one of (Fig. 1A, 2A; and [0113]); wherein tracking ([0104]) eye movements ([0116]) comprises mapping gaze direction ([0132]), fixation points ([0014]) and saccadic movements ([0116]) to visual acuity ([0097]), depth perception ([0071]), and eye coordination ([0006]). With regard to claim 15, D1 teaches all of the claimed limitations of the instant invention as have been outlined above with respect to claim 1, wherein D1 further teaches methods for testing in a virtual reality environment, in at least one of (Fig. 1A, 2A; and [0113]); wherein analyzing user interaction ([0216]) with the multidimensional shapes ([0085]) comprises assessing depth perception ([0071]) via accurate perception of shape dimensions ([0084]). With regard to claim 16, D1 teaches all of the claimed limitations of the instant invention as have been outlined above with respect to claim 1, wherein D1 further teaches methods for testing in a virtual reality environment, in at least one of (Fig. 1A, 2A; and [0113]); wherein analyzing user interaction ([0216]) with the multidimensional shapes ([0085]) comprises assessing eye coordination ([0006]) via smooth and coordinated eye movements ([0116]). With regard to claim 17, D1 teaches all of the claimed limitations of the instant invention as have been outlined above with respect to claim 1, wherein D1 further teaches methods for testing in a virtual reality environment, in at least one of (Fig. 1A, 2A; and [0113]); wherein analyzing user interaction ([0216]) with the multidimensional shapes ([0085]) comprises assessing pattern matching ([0172]) and obstacle navigation ([0146]), for ocular health tracking ([0104]). With regard to claim 18, D1 teaches all of the claimed limitations of the instant invention as have been outlined above with respect to claim 1, wherein D1 further teaches methods for testing in a virtual reality environment, in at least one of (Fig. 1A, 2A; and [0113]); wherein analyzing the user interaction comprises assessing ocular health ([0060]) parameters including visual acuity ([0097]), depth perception ([0071]), and eye coordination ([0006]). With regard to claim 19, D1 teaches all of the claimed limitations of the instant invention as have been outlined above with respect to claim 1, wherein D1 further teaches methods for testing in a virtual reality environment, in at least one of (Fig. 1A, 2A; and [0113]); wherein analyzing the user interaction comprises analyzing accuracy ([0180]), response time ([0006]), and consistency of the user interactions ([0216]). With regard to claim 20, D1 teaches a non-transitory computer readable storage medium ([0215]), storing one or more programs ([0215]) for execution by one or more processors ([0215]) of a computer system ([0215]), the one or more programs including instructions for: generating a virtual reality (VR) user interface ([0113]) corresponding to a three-dimensional virtual environment ([0115]) (][0139]); rendering the VR user interface ([0113]) on the HMD (208); simulating one or more test scenarios ([0051]) with multidimensional shapes ([0085]) in the VR user interface ([0113]); and while simulating the one or more test scenarios ([0051]), in real time ([0103]): continuously tracking ([0104]), using the camera (130), eye movements ([0116]) in response to one or more visual stimuli ([0122]) presented in the one or more test scenarios ([0051]); and analyzing user interaction ([0216]) with the multidimensional shapes ([0085]) for assessing ocular health ([0060]), based on the eye movements ([0116]). With regard to claim 21, D1 teaches an electronic device (fig. 1), comprising: an HMD (208) and a camera (130); one or more processors ([0215]); and memory ([0215]) for storing one or more programs ([0215]) for execution by the one or more processors ([0215]), the one or more programs including instructions ([0215]) for: generating a virtual reality (VR) user interface ([0113]) corresponding to a three-dimensional virtual environment ([0115]) (][0139]); rendering the VR user interface ([0113]) on the HMD (208); simulating one or more test scenarios ([0051]) with multidimensional shapes ([0085]) in the VR user interface ([0113]); and while simulating the one or more test scenarios ([0051]), in real time ([0103]): continuously tracking ([0104]), using the camera (130), eye movements ([0116]) in response to one or more visual stimuli ([0122]) presented in the one or more test scenarios ([0051]); and analyzing user interaction ([0216]) with the multidimensional shapes ([0085]) for assessing ocular health ([0060]), based on the eye movements ([0116]). Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to GRANT A GAGNON whose telephone number is (571)270-0642. The examiner can normally be reached M-F 7:30-5:30. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Bumsuk Won can be reached at (571) 272-2713. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /GRANT A GAGNON/Examiner, Art Unit 2872 /BUMSUK WON/Supervisory Patent Examiner, Art Unit 2872
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Prosecution Timeline

Aug 29, 2024
Application Filed
Jun 25, 2026
Non-Final Rejection mailed — §102 (current)

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

1-2
Expected OA Rounds
84%
Grant Probability
91%
With Interview (+7.9%)
2y 7m (~7m remaining)
Median Time to Grant
Low
PTA Risk
Based on 466 resolved cases by this examiner. Grant probability derived from career allowance rate.

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