Prosecution Insights
Last updated: July 17, 2026
Application No. 18/825,757

MODE-SELECTABLE COMPUTER VISION USING IMAGE CLASSIFIER MODEL

Non-Final OA §112
Filed
Sep 05, 2024
Priority
Sep 05, 2023 — provisional 63/580,588
Examiner
SHUI, MING
Art Unit
Tech Center
Assignee
The Boeing Company
OA Round
1 (Non-Final)
58%
Grant Probability
Moderate
1-2
OA Rounds
1y 7m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 58% of resolved cases
58%
Career Allowance Rate
190 granted / 330 resolved
-2.4% vs TC avg
Strong +51% interview lift
Without
With
+50.7%
Interview Lift
resolved cases with interview
Typical timeline
3y 5m
Avg Prosecution
16 currently pending
Career history
350
Total Applications
across all art units

Statute-Specific Performance

§101
11.1%
-28.9% vs TC avg
§103
70.7%
+30.7% vs TC avg
§102
11.2%
-28.8% vs TC avg
§112
3.8%
-36.2% vs TC avg
Black line = Tech Center average estimate • Based on career data from 330 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 . 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 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. DETAILED ACTION Priority This application claims priority to provisional application 63/580,588, filed September 5, 2023. 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 1-20 are 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. In particular the independent claims recite “the portion of the first image outside of the image region.” It is unclear how there is a portion of the image outside the image region. That is, the plurality of second images are an image themselves that constitute a portion of the first image and does not appear to encompass the entire first image – thus the use of the word portion. Further, the claims recite “the plurality of second images to determine whether an object is identified within the plurality of image regions.” The use of “image regions” in this clause is indefinite due to the references to “an image region” and “plurality of image regions,” and it is unclear which “image regions” are referred to in the limitation. For purposes of examination, the examiner interprets the claim as each of the second images creates a mask around a portion of the first image and substitutes reference pixels for portions outside the mask (the image region). The examiner suggests that applicant find a different term than “image regions” to differentiate the different regions. Applicant can use terms such as “masked image region,” “second image region,” etc. to differentiate the various regions recited. Conclusion The prior art made of record and not relied upon is considered pertinent to applicant's disclosure. The closest prior art includes US patent 8,983,179, Yu, which discloses a system that determines objects using a mask. US 2023/0259587, Lin, which discloses a neural network system that uses a masking technique. Neither art appears to disclose the use of the plurality of second images and substituting reference pixels that are disregarded by the image classification model as best understood by the examiner based on the interpretation of the claims. Any inquiry concerning this communication or earlier communications from the examiner should be directed to Ming Shui whose telephone number is (303)297-4247. The examiner can normally be reached on 7-5 Pacific Time, M-Th. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Greg Morse can be reached on 571-272-3838. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of an application may be obtained from the Patent Application Information Retrieval (PAIR) system. Status information for published applications may be obtained from either Private PAIR or Public PAIR. Status information for unpublished applications is available through Private PAIR only. For more information about the PAIR system, see http://pair-direct.uspto.gov. Should you have questions on access to the Private PAIR system, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative or access to the automated information system, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /Ming Shui/ Primary Examiner, Art Unit 2663
Read full office action

Prosecution Timeline

Sep 05, 2024
Application Filed
Jun 09, 2026
Non-Final Rejection mailed — §112 (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
58%
Grant Probability
99%
With Interview (+50.7%)
3y 5m (~1y 7m remaining)
Median Time to Grant
Low
PTA Risk
Based on 330 resolved cases by this examiner. Grant probability derived from career allowance rate.

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