Prosecution Insights
Last updated: July 17, 2026
Application No. 18/563,565

TEXTURING METHOD FOR GENERATING THREE-DIMENSIONAL VIRTUAL MODEL, AND COMPUTING DEVICE THEREFOR

Non-Final OA §112
Filed
Nov 22, 2023
Priority
Dec 31, 2021 — RE 10-2021-0193901 +1 more
Examiner
MCCOY, AIDAN WILLIAM
Art Unit
2611
Tech Center
2600 — Communications
Assignee
3I Inc.
OA Round
3 (Non-Final)
50%
Grant Probability
Moderate
3-4
OA Rounds
0m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 50% of resolved cases
50%
Career Allowance Rate
2 granted / 4 resolved
-12.0% vs TC avg
Strong +67% interview lift
Without
With
+66.7%
Interview Lift
resolved cases with interview
Typical timeline
2y 3m
Avg Prosecution
16 currently pending
Career history
33
Total Applications
across all art units

Statute-Specific Performance

§103
94.1%
+54.1% vs TC avg
§102
1.0%
-39.0% vs TC avg
§112
4.9%
-35.1% vs TC avg
Black line = Tech Center average estimate • Based on career data from 4 resolved cases

Office Action

§112
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 . Claim Rejections - 35 USC § 112 The following is a quotation of 35 U.S.C. 112(b): (b) CONCLUSION.—The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the inventor or a joint inventor regards as the invention. The following is a quotation of 35 U.S.C. 112 (pre-AIA ), second paragraph: The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the applicant regards as his invention. Claims 1, 9 and 17 rejected under 35 U.S.C. 112(b) or 35 U.S.C. 112 (pre-AIA ), second paragraph, as being indefinite for failing to particularly point out and distinctly claim the subject matter which the inventor or a joint inventor (or for applications subject to pre-AIA 35 U.S.C. 112, the applicant), regards as the invention. Applicant uses the term “gradienting” in the limitation “setting the color of the hole face by gradienting the color value of each of the associated vertices with a color value of an adjacent vertex”. The term “gradienting” is not commonly used in prior and is indefinite as it could refer to two different meanings. Prior art describes methods of color estimation which use gradient descent algorithms for calculating color values and as applying a color gradation between two different colors. Because of this, the term “gradienting” is indefinite and does not distinctly claim the subject matter. Examiner would consider the following possible amendments, based on information gleaned from the specification, to overcome this rejection: setting the color of the hole face using color gradation of the color value of each of the associated vertices with a color value of an adjacent vertex or setting each of the associated vertices as a starting point and setting the color of the hole face applying a color gradient of the color value of each of the associated vertices and a color value of an adjacent vertex Allowable Subject Matter Claims 1, 9 and 17 would be allowable if rewritten or amended to overcome the rejection(s) under 35 U.S.C. 112(b) or 35 U.S.C. 112 (pre-AIA ), 2nd paragraph, set forth in this Office action. Claims 2-7, 10-15 objected to as being dependent upon a rejected base claim, but would be allowable if rewritten in independent form including all of the limitations of the base claim and any intervening claims. The following is a statement of reasons for the indication of allowable subject matter: The prior that most closely aligns with the amended limitations of claim 1 (those not addressed in the previous office action) is Fan (L. Fan, L. Chen, C. Zhang, W. Tian and D. Cao, "Collaborative Three-Dimensional Completion of Color and Depth in a Specified Area With Superpixels," in IEEE Transactions on Industrial Electronics, vol. 66, no. 8, pp. 6260-6269, Aug. 2019, doi: 10.1109/TIE.2018.2873474). Fan describes a method for completing blank areas of a 3D map with the use of color and depth images. Fan also describes determining the color of the hole face by applying a color gradient. This gradient calculation starts from a boundary of a hole region, continuing based on a priority calculation (Section IV A). This priority calculation can be considered analogous to a weight. Therefore Fan can be considered to teach performing global color correction for each of the plurality of image subsets based on weights between wherein the image subsets are the to be completed patches. Fan does not explicitly describe the association and segmentation of the image set into image subsets, but rather teaches segmenting and processing a single image for the entire set of images. However, under broadest reasonable interpretation a portion of an image can be considered an image itself, therefore making both the patches and superpixels images under BRI. Therefore Fan’s color completion can be considered analogous to color correction for each of the plurality of image subsets based on weights between associated color images. Additionally, and importantly, while Fan could be considered to minimize a color difference between each face subset (Section IV B), Fan does not describe performing local color correction for equalizing a color difference between faces included in each face subset. This is because the minimization of color difference is not directly used for performing local color correction, but rather for segmenting the image into the “superpixels”. This segmenting is further used in completing depth information of the target area (Section IV C). While this is used in combination with the color completion/correction described in section IV A, it is only “filled with the information collected during color inpaint” (Section IV D) rather than influencing the color completion process, which would be necessary to teach local color correction for equalizing a color difference. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to Aidan W McCoy whose telephone number is (571)272-5935. The examiner can normally be reached 8:00 AM-5:00 PM EST. 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, Tammy Goddard can be reached at (571)272-7773. 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. /AIDAN W MCCOY/Examiner, Art Unit 2611 /TAMMY GODDARD/Supervisory Patent Examiner, Art Unit 2611
Read full office action

Prosecution Timeline

Nov 22, 2023
Application Filed
Sep 03, 2025
Non-Final Rejection mailed — §112
Dec 03, 2025
Response Filed
Feb 18, 2026
Final Rejection mailed — §112
Apr 15, 2026
Response after Non-Final Action
May 04, 2026
Request for Continued Examination
May 06, 2026
Response after Non-Final Action
Jun 12, 2026
Non-Final Rejection mailed — §112 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12608779
SYSTEMS AND METHODS FOR IMAGE VIGNETTING REPLACEMENT
2y 10m to grant Granted Apr 21, 2026
Study what changed to get past this examiner. Based on 1 most recent grants.

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Prosecution Projections

3-4
Expected OA Rounds
50%
Grant Probability
99%
With Interview (+66.7%)
2y 3m (~0m remaining)
Median Time to Grant
High
PTA Risk
Based on 4 resolved cases by this examiner. Grant probability derived from career allowance rate.

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