Prosecution Insights
Last updated: September 17, 2026
Application No. 19/259,300

VISUAL DISTRACTION DETECTION METHOD IN DRIVING MONITORING SYSTEM

Non-Final OA §112
Filed
Jul 03, 2025
Priority
Jan 05, 2023 — continuation of PCTEP2023050150
Examiner
KHATIB, RAMI
Art Unit
3669
Tech Center
3600 — Transportation & Electronic Commerce
Assignee
Xylon D O O
OA Round
1 (Non-Final)
77%
Grant Probability
Favorable
1-2
OA Rounds
1y 8m
Est. Remaining
91%
With Interview

Examiner Intelligence

Grants 77% — above average
77%
Career Allowance Rate
684 granted / 887 resolved
+25.1% vs TC avg
Moderate +14% lift
Without
With
+13.9%
Interview Lift
resolved cases with interview
Typical timeline
2y 10m
Avg Prosecution
34 currently pending
Career history
924
Total Applications
across all art units

Statute-Specific Performance

§101
15.3%
-24.7% vs TC avg
§103
37.9%
-2.1% vs TC avg
§102
19.9%
-20.1% vs TC avg
§112
24.6%
-15.4% vs TC avg
Black line = Tech Center average estimate • Based on career data from 887 resolved cases

Office Action

§112
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 . Claim Objections Claims 1 and 14 are objected to because of the following informalities: Each claim begins with a capital letter and ends with a period. Periods may not be used elsewhere in the claims except for abbreviations. Appropriate correction is required. Claims 14 and 18 are objected to because of the following informalities: Claim 14 recites steps E-G and omits B-D and claim 18 recites steps iv-vi and omits i-iii. This appears to be a formatting issue. Appropriate correction is required. 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. With respect to claims 1 and 14, the applicant claims “with the provision that one or more of the gaze zones change their function in time”. It is not clear to the examiner what the applicant is trying to convey with said limitation. The metes and bounds of the claimed limitation are vague and ill-defined rendering the claim indefinite. According to the examiner’s best knowledge, the claim limitation will be treated as each of the gaze zones comprising a gaze time compared to a defined time interval. Claims 1 and 14 recites the limitation "the scoring" in lines 18 and 19 respectively. There is insufficient antecedent basis for this limitation in the claim. With respect to claims 1 and 14, the applicant claims “extracting the driver's mental focus”. It is not clear to the examiner how to perform said step and what the applicant is trying to convey with said limitation. The metes and bounds of the claimed limitation are vague and ill-defined rendering the claim indefinite. With respect to claims 1 and 14, the applicant claims “signals with TRUE” and “an analytical expression resulting in the TRUE/FALSE output”. It is not clear to the examiner how to perform said step and what the applicant is trying to convey with said limitation. The metes and bounds of the claimed limitation are vague and ill-defined rendering the claim indefinite. Claims 1 and 14 recites the limitation "the alarm" in lines 47 and 48 respectively. There is insufficient antecedent basis for this limitation in the claim. With respect to claim 1 and 14, the applicant claims “expert algorithm”. The term “expert algorithm” is a relative term which renders the claim indefinite. The term “expert” is not defined by the claim, the specification does not provide a standard for ascertaining the requisite degree, and one of ordinary skill in the art would not be reasonably apprised of the scope of the invention. Claims 2-13, and 15-20 are rejected under 35 U.S.C. 112(b) or 35 U.S.C. 112 (pre-AIA ), second paragraph, as being dependent on rejected independent claims 1 and 14 and for failing to cure the deficiencies listed above. Conclusion The prior art made of record and not relied upon is considered pertinent to applicant's disclosure. Misu et al US 12,545,262 B2 discloses a system and method for predicting a driver's situational awareness that includes receiving driving scene data associated with a driving scene of an ego vehicle and eye gaze data to track a driver's eye gaze behavior with respect to the driving scene. Qin et al US 2021/0004618 A1 discloses performing head pose detection and eye state detection on a driver image to obtain head pose information and eye state information; and determining detection results of fatigue state and distraction state of the driver according to the head pose information and the eye state information. Any inquiry concerning this communication or earlier communications from the examiner should be directed to RAMI KHATIB whose telephone number is (571)270-1165. The examiner can normally be reached M-F: 9:00am-5:30pm. 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, Erin M Piateski can be reached at 571-270 7429. 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. /RAMI KHATIB/Primary Examiner, Art Unit 3669
Read full office action

Prosecution Timeline

Jul 03, 2025
Application Filed
Aug 11, 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
77%
Grant Probability
91%
With Interview (+13.9%)
2y 10m (~1y 8m remaining)
Median Time to Grant
Low
PTA Risk
Based on 887 resolved cases by this examiner. Grant probability derived from career allowance rate.

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