Prosecution Insights
Last updated: April 17, 2026
Application No. 18/929,026

Automatically Tracking One's Food Consumption Using the "Jedi Mind Trick" Hand Motion

Non-Final OA §102§103
Filed
Oct 28, 2024
Examiner
STEINBERG, AMANDA L
Art Unit
3792
Tech Center
3700 — Mechanical Engineering & Manufacturing
Assignee
unknown
OA Round
3 (Non-Final)
50%
Grant Probability
Moderate
3-4
OA Rounds
3y 10m
To Grant
78%
With Interview

Examiner Intelligence

Grants 50% of resolved cases
50%
Career Allow Rate
177 granted / 352 resolved
-19.7% vs TC avg
Strong +28% interview lift
Without
With
+27.5%
Interview Lift
resolved cases with interview
Typical timeline
3y 10m
Avg Prosecution
56 currently pending
Career history
408
Total Applications
across all art units

Statute-Specific Performance

§101
12.6%
-27.4% vs TC avg
§103
45.6%
+5.6% vs TC avg
§102
16.4%
-23.6% vs TC avg
§112
19.9%
-20.1% vs TC avg
Black line = Tech Center average estimate • Based on career data from 352 resolved cases

Office Action

§102 §103
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 . Continued Examination Under 37 CFR 1.114 A request for continued examination under 37 CFR 1.114, including the fee set forth in 37 CFR 1.17(e), was filed in this application after final rejection. Since this application is eligible for continued examination under 37 CFR 1.114, and the fee set forth in 37 CFR 1.17(e) has been timely paid, the finality of the previous Office action has been withdrawn pursuant to 37 CFR 1.114. Applicant's submission filed on 12/15/2025 has been entered. Response to Arguments Applicant’s amendments and new claims merit new grounds for rejection in view of Mault et al. (U.S. Patent Application Publication No. 2002/0027164). Applicant's arguments filed 12/15/2025 have been fully considered but they are not persuasive. Applicant confines their remarks solely to the amended subject matter taught in view of Mault and therefore, the remarks are considered moot in light of the new grounds for rejection, below. Claim Rejections - 35 USC § 102 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)(2) the claimed invention was described in a patent issued under section 151, or in an application for patent published or deemed published under section 122(b), in which the patent or application, as the case may be, names another inventor and was effectively filed before the effective filing date of the claimed invention. Claim(s) 22 is/are rejected under 35 U.S.C. 102(a)(2) as being anticipated by Mault et al. (U.S. Patent Application Publication No. 2002/0027164) hereinafter referred to as Mault. Regarding claim 22, Mault teaches a device for tracking a person's food consumption comprising: a camera (¶[0096]) which is worn like a watch face (watch element 90, Fig. 9a-9b) which is configured to have been rotated 180 degrees around a person's wrist (the watch of Mault is capable of turning); wherein images recorded by the camera are analyzed to identify types and quantities of food (¶[0022], ¶¶[0083-0084]). Claim Rejections - 35 USC § 103 The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. Claim(s) 1 and 4-6 is/are rejected under 35 U.S.C. 103 as being unpatentable over Kim et al. (U.S. Patent Application Publication No. 2014/0098018) hereinafter referred to as Kim; in view of Jerauld (U.S. Patent Application Publication No. 2014/0147829) hereinafter referred to as Jerauld; in view of Mault et al. (U.S. Patent Application Publication No. 2002/0027164) hereinafter referred to as Mault. Regarding claim 1, Kim teaches a device for tracking a person's gestures comprising: a watch band which is worn on a person's wrist (Fig. 3); a motion sensor on the watch band (¶[0034] inertial measurement unit); and a camera on the watch band at a location which is configured to correspond to that of a watch face which has been rotated 180 degrees around the person’s wrist (¶[0034] camera, any portion of the band may be considered to meet this requirement as the examiner’s position is that people are able to wear a watch face at any position around their wrist); wherein data from the motion sensor is analyzed to detect a selected hand motion (Fig. 2, ¶¶[0030-0031], ¶[0081]); wherein the camera is triggered to record images when the selected hand motion is detected (¶¶[0078-0079]); and wherein artificial intelligence, machine learning, and/or pattern recognition is used to analyze the images (¶[0081]). Kim does not teach tracking a person’s food consumption, including analyzing images in order to identify types and quantities of food in the images. Attention is drawn to the Jerauld reference, which teaches tracking a person’s food consumption (¶[0129]), including analyzing images in order to identify types and quantities of food in the images (¶[0105]) with gesture-based control (¶[0104]). It would have been obvious to one of ordinary skill in the art at the time of filing to modify the monitoring wearable of Kim to include automatic food recognition and tracking, as taught by Jerauld, because tracking food benefits user health, and automatic recognition of food removes tedious steps for improving health (Jerauld ¶[0001]). It is the examiner’s position that the band of Kim as modified is not structurally distinct from a watch band as claimed. However, in case Applicant disagrees with this interpretation, attention is further brought to the Mault reference, which teaches a watch band with a camera for logging food consumption (Fig. 9a-b, element 90 watch, camera lens 92 and IR sensor 91). It would have been obvious to one of ordinary skill in the art at the time of filing to modify the wristband of Kim as modified to use an electronic watch, as taught by Mault, because Mault considers handheld PDAs, pens, watches, and personal ornamentation (such as a band) to be equivalent devices for recording food data. One of ordinary skill in the art would have had a reasonable expectation of success in using an electronic watch in lieu of a band supporting electronics, as there is no change in how each functions, and no criticality to the form of watch or other personal ornamentation band. Therefore, all the claimed elements were known in the prior art and one skilled in the art could have combined the elements as claimed by known methods with no change in their respective functions, and the combination yielded nothing more than predictable results to one of ordinary skill in the art. KSR, 550 U.S. at 416, 82 USPQ2d at 1395; Regarding claim 4, Kim as modified teaches the device in claim 3. Kim further teaches wherein the camera is an integral part of the watch band (Fig. 3, IR camera element 304 ¶[0034], Fig. 4). Regarding claim 5, Kim as modified teaches the device in claim 1. Kim further teaches wherein the camera has a focal vector which is substantially-parallel to the plane of the circumference of the watch band and which points radially-outward from the circumferential center of the watch band (Fig. 3-4, the focal vector is determined in calibration ¶[0051], Fig. 9 and is substantially parallel to the circumference of the band width itself). Regarding claim 6, Kim as modified teaches the device in claim 1. Mault further teaches wherein the camera has a focal vector which is substantially-parallel to the plane of the circumference of the person’s wrist and which points radially-outward from the circumferential center of the person’s wrist (Fig. 9a-b). Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to AMANDA L STEINBERG whose telephone number is (303)297-4783. The examiner can normally be reached Mon-Fri 8-4. 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, Unsu Jung can be reached at (571) 272-8506. 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. /AMANDA L STEINBERG/ Examiner, Art Unit 3792
Read full office action

Prosecution Timeline

Oct 28, 2024
Application Filed
Sep 03, 2025
Non-Final Rejection — §102, §103
Oct 12, 2025
Response Filed
Nov 05, 2025
Final Rejection — §102, §103
Dec 15, 2025
Request for Continued Examination
Feb 11, 2026
Response after Non-Final Action
Feb 20, 2026
Non-Final Rejection — §102, §103 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12594439
OVERCOMING ACOUSTIC FIELD AND SKULL NON-UNIFORMITIES
2y 5m to grant Granted Apr 07, 2026
Patent 12593982
Earbud sensing system and method employing light steering and spatial diversity
2y 5m to grant Granted Apr 07, 2026
Patent 12575780
SYSTEMS, DEVICES, AND METHOD FOR THE TREATMENT OF OSTEOARTHRITIS
2y 5m to grant Granted Mar 17, 2026
Patent 12569745
HEART RATE CONTROL DEVICE
2y 5m to grant Granted Mar 10, 2026
Patent 12551164
DIAGNOSTIC TOOL AND THERAPEUTIC METHODS FOR SLEEP RESPIRATORY ISSUES VIA A POSITIONAL THERAPY EAR DEVICE USING AUDIBLE NOTIFICATION
2y 5m to grant Granted Feb 17, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

AI Strategy Recommendation

Get an AI-powered prosecution strategy using examiner precedents, rejection analysis, and claim mapping.
Powered by AI — typically takes 5-10 seconds

Prosecution Projections

3-4
Expected OA Rounds
50%
Grant Probability
78%
With Interview (+27.5%)
3y 10m
Median Time to Grant
High
PTA Risk
Based on 352 resolved cases by this examiner. Grant probability derived from career allow rate.

Sign in for Full Analysis

Enter your email to receive a magic link. No password needed.

Free tier: 3 strategy analyses per month