Prosecution Insights
Last updated: August 16, 2026
Application No. 18/596,998

DYNAMIC PRINT PARAMETER ADJUSTMENT MECHANISM

Non-Final OA §103
Filed
Mar 06, 2024
Examiner
ZHANG, FAN
Art Unit
2682
Tech Center
2600 — Communications
Assignee
Ricoh Company, Ltd.
OA Round
3 (Non-Final)
55%
Grant Probability
Moderate
3-4
OA Rounds
10m
Est. Remaining
71%
With Interview

Examiner Intelligence

Grants 55% of resolved cases
55%
Career Allowance Rate
333 granted / 603 resolved
-6.8% vs TC avg
Strong +16% interview lift
Without
With
+15.9%
Interview Lift
resolved cases with interview
Typical timeline
3y 3m
Avg Prosecution
30 currently pending
Career history
641
Total Applications
across all art units

Statute-Specific Performance

§101
7.9%
-32.1% vs TC avg
§103
70.5%
+30.5% vs TC avg
§102
11.7%
-28.3% vs TC avg
§112
2.4%
-37.6% vs TC avg
Black line = Tech Center average estimate • Based on career data from 603 resolved cases

Office Action

§103
DETAILED ACTION Notice of AIA Status 1. The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Request for Continued Examination 2. 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1.114, and the fee set forth in 37 CFR 1.17© has been timely paid, the finality of the previous Office action has been withdrawn pursuant to 37 CFR 1.114.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 July 01, 2026 has been entered. Response to Arguments 3. Applicant’s remarks received on 05/06/2026 with respect to the amended independent claims have been acknowledged and are moot in view of a new ground of rejected necessitated by the corresponding amendment. Currently claims 1-20 are rejected. Response to Amendment Claim Rejections - 35 USC § 103 4. 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 of this title, 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. 5. Claims 1-20 are rejected under 35 U.S.C. 103 as being unpatentable over Johnson et al (US Pub: 2022/0288920) and in further view of Shestak et al (US Patent: 2009/0244582), Kitai (US Pub: 2017/0031636), and Stanich et al (US Pub: 2022/0083826). Regarding claim 1 (currently amended), Johnson et al teaches: A printing system comprising: at least one physical memory device to store compensation logic; and one or more processors coupled with the at least one physical memory device to execute the compensation logic to [abstract]: receive sheetside compensation instructions from an external device; wherein the sheetside compensation instructions specify compensation resources applied to a sheetside [p0028, p0033, p0052-p0054]; Johnson et al does not specify a plurality of sheetside images or assign them IDs. In the same field of endeavor, Shestak et al teaches: determine a first of a plurality of sheetside images for application of the compensation resources [abstract, p0030 (Dispatcher dispatches any of multiple sheetside image.)]. And Kitai assigns ID to each sheetside image: determine a sheet identifier (ID) corresponding to the first sheetside image; process the first sheetside image by applying the compensation resources to the first sheetside image; and transmit the sheet ID to the external device [figs. 7 and 11, abstract] Therefore, given Johnson et al’s prescription on applying compensation resource and executing compensation logic; Shestak et al’s disclosure on dispatching any number of a plurality of sheetside images; and Kitai’s teaching on assigning an ID to each sheetside image, it would have been obvious for an ordinary skilled in the art before the effective filing date of the claimed invention to combine the teaching of all to define each sheetside image with an ID and applying compensation resource to a sheetside image with an ID for clear identification purpose. Johnson et al in view of Shestak et al and Kitai does not disclose second compensation updated from the first. In the same field of endeavor, Stanich et al teaches: wherein the sheetside compensation instructions specify second compensation resources updated from first compensation resources applied to generate a sheetside [p0043, p0055, p0069]. Therefore, it would have been obvious for an ordinary skilled in the art before the effective filing date of the claimed invention to combine the teaching of all to calculate and specify additional compensation resource based on the first one to perform more accurate correction based on measurements of the output using the first resource. Regarding claim 2 (original), the rationale applied to the rejection of claim 1 has been incorporated herein. Johnson et al further teaches: The system of claim 1, wherein the processing further comprises halftoning the sheetside image using a halftone design included in the compensation resources [p0022-p0024]. Regarding claim 3 (original), the rationale applied to the rejection of claim 1 has been incorporated herein. Johnson et al further teaches: The system of claim 1, wherein processing the first sheetside image comprises applying one or more transfer functions to the sheetside image, wherein the transfer functions are included in the compensation resources [p0045-p0047]. Regarding claim 4 (original), the rationale applied to the rejection of claim 1 has been incorporated herein. Kitai et al further teaches: The system of claim 1, wherein the sheet ID is transmitted prior to processing the first sheetside image [p0206-p0208]. Regarding claim 5 (original), the rationale applied to the rejection of claim 1 has been incorporated herein. Johnson et al further teaches: The system of claim 1, wherein the compensation logic further to transmit the processed first sheetside image [p0022]. Regarding claim 6 (original), the rationale applied to the rejection of claim 1 has been incorporated herein. Johnson et al further teaches: The system of claim 1, further comprising the external device, including: a print verification; and compensation system [p0024, p0025]. Regarding claim 7 (original), the rationale applied to the rejection of claim 6 has been incorporated herein. Johnson et al and Kitai et al further teaches: The system of claim 6, wherein the print verification and compensation system receives the sheet ID and generates updated compensation resources for the captured first sheet print image and captured subsequent sheet print images based on measurement data and the sheet ID [Johnson: p0052-p0054; Kitai: p0206-p0208]. Kitai et al use sheet ID to associated downstream processing with a correct sheet and Johnson et al generates updated compensation from measurement data, and the combined teaching would have made generating updated compensation based on received sheet ID obvious for proper matching. Regarding claim 8 (original), the rationale applied to the rejection of claim 6 has been incorporated herein. Johnson et al further teaches: The system of claim 6, wherein the print verification and compensation system generates the updated compensation resources based on current compensation resources indicated by the sheet ID [p0039, p0040]. Regarding claim 9 (original), the rationale applied to the rejection of claim 1 has been incorporated herein. Johnson et al further teaches: The system of claim 1, wherein the compensation resources comprise at least one of compensated halftones and compensated transfer functions [p0029, p0045-p0047]. Regarding claim 10 (original), the rationale applied to the rejection of claim 1 has been incorporated herein. Johnson et al further teaches: The system of claim 6, further comprising a printer to print the processed first sheetside image [abstract]. Claims 11 (currently amended) and 12-15 (original) have been analyzed and rejected with regard to claims 1-5 respectively. Claims 16 (currently amended) and 17-20 (original) have been analyzed and rejected with regard to claims 11-15 respectively and in further view of Johnson et al’s further teaching on: At least one non-transitory computer readable medium having instructions stored thereon, which when executed by one or more processors, cause the processors to [p0055]. Contact 6. Any inquiry concerning this communication or earlier communications from the examiner should be directed to FAN ZHANG whose telephone number is (571)270-3751. The examiner can normally be reached on Mon-Fri 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, Benny Tieu can be reached on 571-272-7490. 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. /Fan Zhang/ Patent Examiner, Art Unit 2682
Read full office action

Prosecution Timeline

Mar 06, 2024
Application Filed
Jan 28, 2026
Non-Final Rejection mailed — §103
Jan 30, 2026
Response Filed
Apr 29, 2026
Final Rejection mailed — §103
May 06, 2026
Response after Non-Final Action
Jul 01, 2026
Request for Continued Examination
Jul 06, 2026
Response after Non-Final Action
Aug 05, 2026
Non-Final Rejection mailed — §103 (current)

Precedent Cases

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

3-4
Expected OA Rounds
55%
Grant Probability
71%
With Interview (+15.9%)
3y 3m (~10m remaining)
Median Time to Grant
High
PTA Risk
Based on 603 resolved cases by this examiner. Grant probability derived from career allowance rate.

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