Prosecution Insights
Last updated: May 29, 2026
Application No. 18/856,274

SIGN PREDICTION IN VIDEO CODING

Non-Final OA §103
Filed
Oct 11, 2024
Priority
Apr 12, 2022 — IN 202241021948 +1 more
Examiner
FEREJA, SAMUEL D
Art Unit
2487
Tech Center
2400 — Computer Networks
Assignee
Dolby Laboratories Licensing Corporation
OA Round
3 (Non-Final)
75%
Grant Probability
Favorable
3-4
OA Rounds
1y 0m
Est. Remaining
86%
With Interview

Examiner Intelligence

Grants 75% — above average
75%
Career Allowance Rate
471 granted / 629 resolved
+16.9% vs TC avg
Moderate +12% lift
Without
With
+11.6%
Interview Lift
resolved cases with interview
Typical timeline
2y 7m
Avg Prosecution
40 currently pending
Career history
683
Total Applications
across all art units

Statute-Specific Performance

§101
0.5%
-39.5% vs TC avg
§103
88.3%
+48.3% vs TC avg
§102
6.5%
-33.5% vs TC avg
§112
0.6%
-39.4% vs TC avg
Black line = Tech Center average estimate • Based on career data from 629 resolved cases

Office Action

§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 . Currently, claims 3-4 are pending in the application. Claims 3-4 are amended. Response to Arguments / Amendments Applicant’s arguments have been fully considered but are rendered moot in view of the new ground of rejection necessitated by amendments initiated by the applicant. Information Disclosure Statement The information disclosure statements (IDS) were submitted on 06/24/2025. The submission are in compliance with the provisions of 37 CFR § 1.97. Accordingly, the information disclosure statement is being considered by the examiner. 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 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. Claims 3-4 are rejected under 35 U.S.C. 103 as being unpatentable over Zhao et al. (US 20180176556, hereinafter Zhao) in view of CHIANG et al. (US 20250193451, hereinafter CHIANG). Regarding Claim 3, Zhao discloses a method to perform sign prediction in video coding ([0034], transform coefficient sign bit prediction for video encoding and decoding, as applied for Intra or Inter code; [0064], predict the sign for one coefficient using both positive value and negative values for the respective sign), the method comprising: accessing a current coding unit (CU), a neighbor left CU to the current CU, and a neighbor top CU to the current CU, wherein the neighbor CUs comprise neighboring pixels ([0069], FIG. 3A, performing sign prediction with a template-based hypothesis reconstruction by recreating only the leftmost and topmost pixels of the block, from the inverse transformation added to the block prediction to create the leftmost and topmost pixel outputs); if the current CU is coded in intra mode, in computing a hypothesis cost to determine sign prediction, considering only neighboring pixels in a direction of the intra mode ([0247], [0248], cost function measures the pixel value difference or pixel gradient value difference along the intra prediction direction such as a partial subset of allowed intra prediction directions are pre-selected, and each allowed intra prediction direction is mapped to one of the pre-selected intra directions which approximates the intra prediction direction; [0117]). Zhao does not explicitly disclose wherein the hypothesis cost is computed at least in part with one or more residual hypothesis terms coded as a sign residual from an encoder to a decoder. CHIANG teaches wherein the hypothesis cost is computed at least in part with one or more residual hypothesis terms coded as a sign residual from an encoder to a decoder ([0047], evaluate the cost of a candidate sign prediction hypothesis, the absolute values 510 are paired with predicted signs 505 of the candidate hypothesis to become signed transform coefficients 520. The signed transform coefficients 520 are inverse transformed to become residuals 530 of the hypothesis in the pixel domain. The residuals at the boundary of the current block (i.e., r,x,0, r,0,y) are used by the cost function (Eqn. 1) to determine the cost 540 of the candidate hypothesis and select the candidate hypothesis with the lowest cost ). Therefore, it would have been obvious to one ordinary skill in the art before the effective filing date of the claimed invention to modify the teachings of hypothesis cost is computed at least in part with one or more residual hypothesis terms as taught by CHIANG ([0047]) into the encoding & decoding system of Zhao in order to provide systems for performing transform coding based on boundary matching costs of various transform parameters in an efficient manner thus improving the coding efficiency (CHIANG, [0037]). Regarding Claim 4, Zhao discloses a method to perform sign prediction in video coding ([0034], transform coefficient sign bit prediction for video encoding and decoding, as applied for Intra or Inter code; [0064], predict the sign for one coefficient using both positive value and negative values for the respective sign), the method comprising: accessing a current transform unit (TU), a neighbor left TU to the current TU, and a neighbor top TU to the current TU, wherein the neighbor TUs comprise neighboring pixels ([0069], FIG. 3A, performing sign prediction with a template-based hypothesis reconstruction by recreating only the leftmost and topmost pixels of the block, from the inverse transformation added to the block prediction to create the leftmost and topmost pixel outputs); accessing vectors lists of the current TU ([0067], FIG. 3A, coordinates of various pixels of transform coefficient block (TB) 42 with previously-reconstructed neighbor pixels as well as for the hypothesis reconstruction; FIG. 3B, mathematical formulae illustrating hypothesis reconstruction and prediction techniques ); and computing a hypothesis cost to determine sign prediction by considering only the neighbor TU with similar motion information ([0249] when intra prediction direction is not available (e.g., one block is coded with inter mode), a derived intra prediction mode may be used instead that comes from a block identified by a motion vector in a coded picture; [0291], improve the sign discrimination functions using estimates of the variances of errors in pixel predictions [including temporal with motion vector]). Zhao does not explicitly disclose wherein the hypothesis cost is computed at least in part with one or more residual hypothesis terms coded as a sign residual from an encoder to a decoder. CHIANG teaches wherein the hypothesis cost is computed at least in part with one or more residual hypothesis terms coded as a sign residual from an encoder to a decoder ([0047], evaluate the cost of a candidate sign prediction hypothesis, the absolute values 510 are paired with predicted signs 505 of the candidate hypothesis to become signed transform coefficients 520. The signed transform coefficients 520 are inverse transformed to become residuals 530 of the hypothesis in the pixel domain. The residuals at the boundary of the current block (i.e., r,x,0, r,0,y) are used by the cost function (Eqn. 1) to determine the cost 540 of the candidate hypothesis and select the candidate hypothesis with the lowest cost ). Therefore, it would have been obvious to one ordinary skill in the art before the effective filing date of the claimed invention to modify the teachings of hypothesis cost is computed at least in part with one or more residual hypothesis terms as taught by CHIANG ([0047]) into the encoding & decoding system of Zhao in order to provide systems for performing transform coding based on boundary matching costs of various transform parameters in an efficient manner thus improving the coding efficiency (CHIANG, [0037]). Conclusion Applicant's amendment necessitated the new ground(s) of rejection presented in this Office action. THIS ACTION IS MADE FINAL. Applicant is reminded of the extension of time policy as set forth in 37 CFR 1.136(a). A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any nonprovisional extension fee (37 CFR 1.17(a)) pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the mailing date of this final action. Any inquiry concerning this communication or earlier communications from the examiner should be directed to Samuel D Fereja whose telephone number is (469)295-9243. The examiner can normally be reached 8AM-5PM. 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, DAVID CZEKAJ can be reached at (571) 272-7327. 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. /SAMUEL D FEREJA/Primary Examiner, Art Unit 2487
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Prosecution Timeline

Show 2 earlier events
Jan 27, 2026
Examiner Interview Summary
Jan 27, 2026
Response Filed
Jan 27, 2026
Applicant Interview (Telephonic)
Feb 19, 2026
Final Rejection mailed — §103
Mar 27, 2026
Response after Non-Final Action
May 15, 2026
Request for Continued Examination
May 23, 2026
Response after Non-Final Action
May 23, 2026
Non-Final Rejection (signed) — §103 (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

3-4
Expected OA Rounds
75%
Grant Probability
86%
With Interview (+11.6%)
2y 7m (~1y 0m remaining)
Median Time to Grant
High
PTA Risk
Based on 629 resolved cases by this examiner. Grant probability derived from career allowance rate.

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