Prosecution Insights
Last updated: October 25, 2026
Application No. 19/094,918

SYSTEM AND METHOD FOR UTILIZING SWIR SENSING IN CLEANING MACHINES

Non-Final OA §102
Filed
Mar 30, 2025
Priority
May 25, 2022 — provisional 63/345,594 +2 more
Examiner
BOOSALIS, FANI POLYZOS
Art Unit
Tech Center
Assignee
TriEye Ltd.
OA Round
1 (Non-Final)
90%
Grant Probability
Favorable
1-2
OA Rounds
5m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 90% — above average
90%
Career Allowance Rate
1153 granted / 1277 resolved
+30.3% vs TC avg
Moderate +11% lift
Without
With
+10.8%
Interview Lift
resolved cases with interview
Fast prosecutor
1y 12m
Avg Prosecution
27 currently pending
Career history
1315
Total Applications
across all art units

Statute-Specific Performance

§101
2.2%
-37.8% vs TC avg
§103
52.0%
+12.0% vs TC avg
§102
33.4%
-6.6% vs TC avg
§112
10.8%
-29.2% vs TC avg
Black line = Tech Center average estimate • Based on career data from 1277 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 . 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)(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) 1-20 is/are rejected under 35 U.S.C. 102(a)(2) as being anticipated by Siebert et al (DE 102016101554 A1). Regarding claim 1, Siebert et al discloses an automated cleaning system (1), comprising: a first illumination source (4) for emitting radiation at a first wavelength in the short wave infrared range (SWIR) towards a field of view (FOV) (1300-1400 nm (page 7, second paragraph); a receiver (page 7, second paragraph) operating in the SWIR to acquire SWIR image data based on radiation reflected from elements located in the FOV; and a processor (electronic system for controlling and evaluating the intensities) (page 2) for determining, based on the SWIR image data, presence of water- based liquids in the FOV (pages 2 and page 7, second paragraph). Regarding claim 2, Siebert et al discloses wherein further comprising: a second illumination source for emitting radiation at a second wavelength in the SWIR (800-1000 nm) (page 7, second paragraph) towards a target within the FOV, wherein the processor is operative to determine a spectral characteristic of the target based on absorption of the target at the first wavelength and absorption of the target at the second wavelength (page 10). Regarding claim 3, Siebert et al discloses wherein the second illumination source is to emit radiation towards the target by emitting radiation at the second wavelength in the SWIR towards (800-1000 nm) (page 7, second paragraph) a second FOV included in the first FOV. Regarding claim 4, Siebert et al discloses wherein the second illumination source comprises a low power illumination source (page 9). Regarding claim 5, Siebert et al discloses wherein the receiver comprises one or more germanium photodiodes (page 7, second paragraph). Regarding claim 6, Siebert et al discloses wherein the first illumination source comprises a laser source (page 2). Regarding claim 7, Siebert et al discloses wherein the first wavelength is between 1300-1400 nm (page 7, second paragraph). Regarding claim 8, Siebert et al discloses wherein the second illumination source comprises a LED (page 7, second paragraph). Regarding claim 9, Siebert et al discloses wherein the second wavelength is between 800-1000 nm (page 7, second paragraph). Regarding claim 10, Siebert et al discloses wherein further comprising: a third illumination source (detection device can have both one or more light sources and one or more receivers (page 2) for emitting radiation at a third wavelength in the SWIR towards the target within the FOV, wherein the processor is further operative to determine a spectral characteristic of the target based on absorption of the target at the first wavelength, absorption of the target at the second wavelength and absorption of the target at the third wavelength. Regarding claim 11, Siebert et al discloses a method for using short wave infrared range (SWIR) (1300-1400 nm (page 7, second paragraph) vision system in an automated cleaning system (1), comprising: emitting, by a first illumination source (4), radiation at a first wavelength in the SWIR towards a field of view (FOV) (1300-1400 nm (page 7); receiving, by receiver operating in the SWIR, radiation reflected from elements located in the FOV (page 7, second paragraph); acquiring SWIR image data based on radiation reflected from elements located in the FOV (electronic system for controlling and evaluating the intensities) (page 2); and determining based on the SWIR image data presence of water-based liquids in the FOV (pages 2 and page 7, second paragraph). Regarding claim 12, Siebert et al discloses wherein further comprising: emitting, by a second illumination source, radiation at a second wavelength in the SWIR towards (800-1000 nm) (page 7, second paragraph) a target within the FOV; and determining a spectral characteristic of the target based on absorption of the target at the first wavelength and absorption of the target at the second wavelength (page 10). Regarding claim 13, Siebert et al discloses wherein emitting radiation at a second wavelength in the SWIR (800-1000 nm) (page 7, second paragraph) towards a target within the FOV comprises emitting radiation at the second wavelength in the SWIR towards a second FOV included in the first FOV. Regarding claim 14, Siebert et al discloses wherein the second illumination source comprises a low power illumination source (page 9). Regarding claim 15, Siebert et al discloses wherein the receiver comprises one or more germanium photodiodes (page 7, second paragraph). Regarding claim 16, Siebert et al discloses wherein the first illumination source comprises a laser source (page 2). Regarding claim 17, Siebert et al discloses wherein the first wavelength is between 1300-1400 nm (page 7, second paragraph). Regarding claim 18, Siebert et al discloses wherein the second illumination source comprises a LED (page 7, second paragraph). Regarding claim 19, Siebert et al discloses wherein the second wavelength is between 800-1000 nm (page 7, second paragraph). Regarding claim 20, Siebert et al discloses further comprising: emitting radiation at a third wavelength, by a third illumination source, in the SWIR towards the target within the FOV (detection device can have both one or more light sources and one or more receivers (page 2) for emitting radiation at a third wavelength in the SWIR towards the target within the FOV); and determining a spectral characteristic of the target based on absorption of the target at the first wavelength, absorption of the target at the second wavelength and absorption of the target at the third wavelength. Conclusion The prior art made of record and not relied upon is considered pertinent to applicant's disclosure. Islam et al (US 20230172455 A1) discloses an optical system operating in the near or short-wave infrared wavelength range identifies an object based on water absorption. The system comprises a light source with modulated light emitting diodes operating at wavelengths near 1090 and 1440 nanometers, corresponding to lower and higher water absorption. The system further comprises one or more wavelength selective filters and a housing that is further coupled to an electrical circuit and a processor. The detection system comprises photodetectors that are synchronized to the light source, and the detection system receives at least a portion of light reflected from the object. The system is configured to identify the object by comparing the reflected light at the first and second wavelength to generate an output value, and then comparing the output value to a threshold. The optical system may be further coupled to a wearable device or a remote sensing system with a time-of-flight sensor. Any inquiry concerning this communication or earlier communications from the examiner should be directed to FANI POLYZOS BOOSALIS whose telephone number is (571)272-2447. The examiner can normally be reached 7:30-3:30 PM. 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, Uzma Alam can be reached at Uzma.Alam@USPTO.GOV. 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. /F.P.B./Examiner, Art Unit 2884 /UZMA ALAM/Supervisory Patent Examiner, Art Unit 2884
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Prosecution Timeline

Mar 30, 2025
Application Filed
Oct 05, 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
90%
Grant Probability
99%
With Interview (+10.8%)
1y 12m (~5m remaining)
Median Time to Grant
Low
PTA Risk
Based on 1277 resolved cases by this examiner. Grant probability derived from career allowance rate.

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