Prosecution Insights
Last updated: July 05, 2026
Application No. 18/653,735

POLARIZATION ORIENTATION METHOD BASED ON SKY REGION PRIOR AND MORPHOLOGICAL TEMPLATE MATCHING OF TRANSFORM DOMAIN

Non-Final OA §101§112
Filed
May 02, 2024
Priority
Jan 18, 2024 — CN 2024100802839
Examiner
HYTREK, ASHLEY LYNN
Art Unit
2665
Tech Center
2600 — Communications
Assignee
North University Of China
OA Round
1 (Non-Final)
89%
Grant Probability
Favorable
1-2
OA Rounds
8m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 89% — above average
89%
Career Allowance Rate
80 granted / 90 resolved
+26.9% vs TC avg
Moderate +13% lift
Without
With
+13.1%
Interview Lift
resolved cases with interview
Typical timeline
2y 10m
Avg Prosecution
15 currently pending
Career history
100
Total Applications
across all art units

Statute-Specific Performance

§101
4.8%
-35.2% vs TC avg
§103
83.2%
+43.2% vs TC avg
§102
5.4%
-34.6% vs TC avg
§112
4.8%
-35.2% vs TC avg
Black line = Tech Center average estimate • Based on career data from 90 resolved cases

Office Action

§101 §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 . Priority Acknowledgment is made of applicant's claim for foreign priority based on an application filed in China on 01/18/2024. It is noted, however, that applicant has not filed a certified copy of the CN2024100802839 application as required by 37 CFR 1.55. Claim Objections Claim 5 is objected to because of the following informalities: claim 5 depends from claim 3 and expands on step (3), while claim 3 only expands on step (1), leading to ambiguity. Looking at claims 4 and 6, the examiner is unsure if claim 5 contains a typo and should depend on claim 1. Clarification is respectfully requested. Claims 2-9 are objected to because of the following informalities: the claims recite “wherein, in the step (1-8)”, which is grammatically awkward. The examiner respectfully suggests removing ‘the’ to promote conciseness and clarity. 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 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. Claim 1 discloses “A polarization orientation method based on sky region prior and morphological template matching of transform domain, comprising a computer readable medium operable on a computer with memory for the polarization orientation method, and comprising program instructions for executing the following steps of”. It is unclear to the examiner whether the claim is intended to be a method claim or a CRM claim. Per MPEP 2173.05(p), “See In re Katz Interactive Call Processing Patent Litigation, 639 F.3d 1303, 1318, 97 USPQ2d 1737, 1748-49 (Fed. Cir. 2011). In Katz, a claim directed to "[a] system with an interface means for providing automated voice messages…to certain of said individual callers, wherein said certain of said individual callers digitally enter data" was determined to be indefinite because the italicized claim limitation is not directed to the system, but rather to actions of the individual callers, which creates confusion as to when direct infringement occurs. Katz, 639 F.3d at 1318, 97 USPQ2d at 1749 (citing IPXL Holdings v. Amazon.com, Inc., 430 F.3d 1377, 1384, 77 USPQ2d 1140, 1145 (Fed. Cir. 2005), in which a system claim that recited "an input means" and required a user to use the input means was found to be indefinite because it was unclear "whether infringement … occurs when one creates a system that allows the user [to use the input means], or whether infringement occurs when the user actually uses the input means."); Ex parte Lyell, 17 USPQ2d 1548 (Bd. Pat. App. & Inter. 1990) (claim directed to an automatic transmission workstand and the method of using it held ambiguous and properly rejected under 35 U.S.C. 112, second paragraph).” The examiner respectfully suggests one of the two below corrections: (Method): A polarization orientation method, comprising: (1)-(9). (CRM): A non-transitory computer readable medium operable on a computer with memory for the polarization orientation method, and comprising program instructions for executing the following steps of: (1)-(9). Appropriate correction is required. Claim 1 further recites “(9) providing a transform domain model for an angle of polarization, introduces template matching to solve a sun blur of a binary feature map that resulted in an accurate sky region based on the polarization orientation method, therefore, improving a robustness of orientation.” The limitation contains numerous grammatical errors such as: “providing… introduces…” Additionally, it is unclear what “that” (regarding “providing a transform domain model for an angle of polarization, introduces template matching to solve a sun blur of a binary feature map that resulted in”) refers to, ‘providing’ or ‘template matching.’ Appropriate correction is required. Claim Rejections - 35 USC § 101 35 U.S.C. 101 reads as follows: Whoever invents or discovers any new and useful process, machine, manufacture, or composition of matter, or any new and useful improvement thereof, may obtain a patent therefor, subject to the conditions and requirements of this title. Note: If claim 1 is intended to be a CRM claim (see 112(b) rejection), claim 1 is directed to non-statutory subject matter. The broadest reasonable interpretation of the claim in light of the specification concludes that the claim as a whole covers a transitory signal since the definition of “computer readable medium” leaves open the possibility that the medium could be transitory. Allowable Subject Matter Claims 1-9 are allowable over the prior art if rewritten to overcome outstanding objections and rejections. Cui (‘Image dehazing algorithm based on optimized dark channel and haze-line priors of adaptive sky segmentation’) discloses an optimized dark channel and haze-line priors method based on adaptive sky segmentation to improve the quality of dehazed images including sky areas. Golts (‘Unsupervised Single Image Dehazing Using Dark Channel Prior Loss’) discloses an unsupervised method of training via minimization of the well-known, Dark Channel Prior (DCP) energy function. Neither Cui nor Golts, neither alone nor in combination, discloses a polarization orientation method based on sky region prior and morphological template matching of transform domain, comprising a computer readable medium operable on a computer with memory for the polarization orientation method, and comprising program instructions for executing the following steps of: (1) calculating a polarization dark channel image, a degree of polarization, a gradient of the degree of polarization and a gradient of an angle of polarization by using 0°, 45°, 90° and 135° images shot by a polarization camera, calculating a light intensity binary image and an occlusion binary image according to the polarization dark channel image, calculating a binary image of the degree of polarization according to the degree of polarization, and calculating a gradient binary image according to the gradient of the degree of polarization and the gradient of the angle of polarization; (2) setting a number of clusters according to the light intensity binary image and the occlusion binary image; (3) carrying out polarization dark channel clustering according to the set number of clusters to obtain a polarization dark channel clustergram, and acquiring a sky region image through the polarization dark channel clustergram; (4) calculating an image of the angle of polarization, and carrying out feature extraction on the image of the angle of polarization to obtain a feature binary image of the angle of polarization; (5) constructing a two-dimensional plane by taking (0°, 360°] and [-90°, 90°] as horizontal and vertical directions respectively, and projecting the feature binary image of the angle of polarization onto the two-dimensional plane by a space domain transform method to obtain a sun position binary feature map; (6) obtaining a sun position and a reverse sun position by matching according to the sun position binary feature map, and determining a real sun position according to a constraint condition that the sun is above a horizontal plane; (7) ignoring a difference between a Rayleigh scattering model and a real atmospheric model, calculating a sun position deviation, and considering a detection result to be true and reliable when the deviation is less than a threshold Tₘ ; and considering the detection result to be unreliable when the deviation is greater than the threshold; (8) calculating a course angle by combining the angle of polarization with the sky region image; and (9) providing a transform domain model for an angle of polarization, introduces template matching to solve a sun blur of a binary feature map that resulted in an accurate sky region based on the polarization orientation method, therefore, improving a robustness of orientation. Accordingly, the features identified, in combination with other claim limitations, are neither suggested nor discussed by the prior art of record. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to ASHLEY HYTREK whose telephone number is (703)756-4562. The examiner can normally be reached M-F 9:00-5:00. 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, Steve Koziol can be reached at (408)918-7630. 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. /ASHLEY HYTREK/Examiner, Art Unit 2665 /Stephen R Koziol/Supervisory Patent Examiner, Art Unit 2665
Read full office action

Prosecution Timeline

May 02, 2024
Application Filed
Apr 07, 2026
Non-Final Rejection mailed — §101, §112 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12664685
METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR CALIBRATION OF CAMERA TO VEHICLE ALIGNMENT
2y 9m to grant Granted Jun 23, 2026
Patent 12657907
PLANET OBSERVATION SYSTEM AND METHOD FOR REMOTE SENSING
2y 9m to grant Granted Jun 16, 2026
Patent 12657675
IMAGE PROCESSING APPARATUS AND METHOD OF OPERATING THE SAME
2y 8m to grant Granted Jun 16, 2026
Patent 12646318
System and method for fast adaptive brands logos detection on video with open set approach
3y 3m to grant Granted Jun 02, 2026
Patent 12639917
RATING OF GENERATORS FOR GENERATING REALISTIC IMAGES
3y 5m to grant Granted May 26, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

Get a prosecution strategy drawn from examiner precedents, rejection analysis, and claim mapping.
Typically takes 5-10 seconds — AI-generated, attorney review required before filing

Prosecution Projections

1-2
Expected OA Rounds
89%
Grant Probability
99%
With Interview (+13.1%)
2y 10m (~8m remaining)
Median Time to Grant
Low
PTA Risk
Based on 90 resolved cases by this examiner. Grant probability derived from career allowance rate.

Sign in with your work email

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

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month