Prosecution Insights
Last updated: October 01, 2026
Application No. 19/126,025

METHOD AND APPARATUS OF ENCODING GEOMETRY OF POINT CLOUD FRAMES OF POINT CLOUD SEQUENCE INTO BITSTREAM, AND METHOD AND APPARATUS OF DECODING GEOMETRY OF POINT CLOUD FRAMES OF POINT CLOUD SEQUENCE FROM BITSTREAM

Non-Final OA §102
Filed
Apr 30, 2025
Priority
Nov 04, 2022 — EU 22306663.0 +1 more
Examiner
WALSH, KATHLEEN M.
Art Unit
2482
Tech Center
2400 — Computer Networks
Assignee
Beijing Xiaomi Mobile Software Co., Ltd.
OA Round
1 (Non-Final)
80%
Grant Probability
Favorable
1-2
OA Rounds
10m
Est. Remaining
98%
With Interview

Examiner Intelligence

Grants 80% — above average
80%
Career Allowance Rate
348 granted / 435 resolved
+22.0% vs TC avg
Strong +18% interview lift
Without
With
+18.0%
Interview Lift
resolved cases with interview
Typical timeline
2y 3m
Avg Prosecution
7 currently pending
Career history
454
Total Applications
across all art units

Statute-Specific Performance

§101
5.1%
-34.9% vs TC avg
§103
56.7%
+16.7% vs TC avg
§102
15.4%
-24.6% vs TC avg
§112
8.5%
-31.5% vs TC avg
Black line = Tech Center average estimate • Based on career data from 435 resolved cases

Office Action

§102
DETAILED ACTION This office action is in response to the application filed on 04/30/2025. Claims 1-2, 5-10, 12, 14-24 are pending and are examined. 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 Receipt is acknowledged of certified copies of papers submitted under 35 U.S.C. 119(a)-(d), which papers have been placed of record in the file. Information Disclosure Statement The reference(s) listed on the Information Disclosure Statement(s) submitted on 05/13/2025 has/have been considered by the examiner (see attached PTO-1449). Claim Objections Claims 2 and 17 are objected to because of the following informalities: In Claim 2, line 5, “an - inverse-quantized” should likely read - - an inverse-quantized - - . In Claim 17, line 2, “multiple group of” should likely read - - multiple groups of - - . Examiner respectfully requests from Applicant verification and requires appropriate correction regarding these matters. 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. Claims 1-2, 9-10, 12, 14-16, and 21-24 are rejected under 35 U.S.C. 102(a)(2) as being anticipated by Hur, US Patent Application Publication No.: 2026/0019628 A1 (please note the US Provisional Application No.: 63388974, filed 07/13/2022), hereby Hur. Regarding Claims 1, 12, 14-15, and 23-24, Hur discloses a method of encoding a geometry of point cloud frames of a point cloud sequence into a bitstream, an apparatus of encoding a geometry of point cloud frames of a point cloud sequence into a bitstream, a non-transitory computer-readable storage medium, a method of decoding a geometry of point cloud frames of a point cloud sequence from a bitstream, an apparatus of decoding a geometry of point cloud frames of a point cloud sequence from a bitstream, and a non-transitory computer-readable storage medium (Figs. 20 and 23; Figs. 1-4, 7-9, 19, and 22,, disclosing hardware features of point cloud encoding/decoding), comprising: “representing geometry of each point cloud frame by a 3-dimensional (3D) decomposition tree comprising leaf nodes (Fig. 4, [0127]-[0132]; Figs. 1-3, 7-9, 19, and 22; Figs. 20 and 23); associating each leaf node of the 3D decomposition tree with a cuboid volume comprising at least one point of the point cloud (Fig. 4, [0127]-[0132]; Figs. 1-3, 7-9, 19, and 22; Figs. 20 and 23); using Trisoup information of a vertex located on an edge of the cuboid volume associated with a leaf node of the 3D decomposition tree to be representative of presence of the vertex on the edge and of vertex position along the edge (Fig. 4, [0127]-[0132] and [0136]-[0137]; Figs. 1-3, 7-9, 19, and 22; Figs. 20 and 23); performing intra-prediction based encoding on Trisoup information of a first point cloud frame, the intra-prediction based encoding making use of information extracted from the first point cloud frame (Figs. 20 and 23, and [0363]-[0364], [0405], [0432], [0438], disclosing trisoup-based inter and intra coding; Fig. 4, [0127]-[0132] and [0136]-[0137]; Figs. 1-3, 7-9, 19, and 22; Figs. 20 and 23); obtaining reconstructed Trisoup information of the first point cloud frame from the Trisoup information of the first point cloud frame and storing the reconstructed Trisoup information as reference Trisoup information (Figs. 20 and 23, and [0363]-[0364], [0366], [0405], [0432], [0438], disclosing trisoup-based inter and intra coding, and reconstruction and reference storage (Figs. 20 and 23); Fig. 4, [0127]-[0132] and [0136]-[0137]; Figs. 1-3, 7-9, 19, and 22; Figs. 20 and 23); and performing inter-prediction based encoding on Trisoup information of at least one second point cloud frame of the point cloud sequence from the stored reference Trisoup information (Figs. 20 and 23, and [0363]-[0364], [0366], [0405], [0432], [0438], disclosing trisoup-based inter and intra coding, and reconstruction and reference storage (Figs. 20 and 23); Fig. 4, [0127]-[0132] and [0136]-[0137]; Figs. 1-3, 7-9, 19, and 22; Figs. 20 and 23) by: determining temporal prediction Trisoup information from the reference Trisoup information for each second point cloud frame (Figs. 20 and 23, and [0363]-[0364], [0366], [0405], [0432], [0438], disclosing trisoup-based inter and intra coding, and reconstruction and reference storage (Figs. 20 and 23); Fig. 4, [0127]-[0132] and [0136]-[0137]; Figs. 1-3, 7-9, 19, and 22; Figs. 20 and 23); calculating, for each second point cloud frame, Trisoup information residual as a difference between the Trisoup information of the second point cloud frame and the temporal prediction Trisoup information of the second point cloud frame (Figs. 20 and 23, and [0363]-[0364], [0366], [0405], [0432], [0438], disclosing trisoup-based inter and intra coding, and reconstruction, reference storage, and residual information (Figs. 20 and 23); Fig. 4, [0127]-[0132] and [0136]-[0137]; Figs. 1-3, 7-9, 19, and 22; Figs. 20 and 23); encoding the Trisoup information residual of each second point cloud frame into a bitstream (Figs. 20 and 23, and [0363]-[0364], [0366], [0405], [0432], [0438], disclosing trisoup-based inter and intra coding, and reconstruction, reference storage, residual information, and outputting the bitstream (Figs. 20 and 23); Fig. 4, [0127]-[0132] and [0136]-[0137]; Figs. 1-3, 7-9, 19, and 22; Figs. 20 and 23); and obtaining reconstructed Trisoup information for each second point cloud frame by adding the Trisoup information residual and the temporal prediction Trisoup information and storing the reconstructed Trisoup information as reference Trisoup information (Figs. 20 and 23, and [0363]-[0364], [0366], [0405], [0432], [0438], disclosing trisoup-based inter and intra coding, and reconstruction, reference storage, residual information, and outputting the bitstream (Figs. 20 and 23); Fig. 4, [0127]-[0132] and [0136]-[0137]; Figs. 1-3, 7-9, 19, and 22; Figs. 20 and 23).” Regarding Claims 2 and 16, Hur discloses: “obtaining a quantized Trisoup information residual by quantizing the Trisoup information residual; obtaining an - inverse-quantized Trisoup information residual by inverse-quantizing the quantized Trisoup information residual (Figs. 3, 20, and 23, and [0149], [0333], [0335], and [0438]-[0440], disclosing quantization/inverse quantization; Figs. 20 and 23, and [0363]-[0364], [0366], [0405], [0432], [0438], disclosing trisoup-based inter and intra coding, and reconstruction, reference storage, residual information, and outputting the bitstream (Figs. 20 and 23); Fig. 4, [0127]-[0132] and [0136]-[0137]; Figs. 1-3, 7-9, 19, and 22; Figs. 20 and 23); and obtaining the reconstructed Trisoup information by adding the inverse-quantized Trisoup information residual and the temporal prediction Trisoup information (Figs. 3, 20, and 23, and [0149], [0333], [0335], and [0438]-[0440], disclosing quantization/inverse quantization; Figs. 20 and 23, and [0363]-[0364], [0366], [0405], [0432], [0438], disclosing trisoup-based inter and intra coding, and reconstruction, reference storage, residual information, and outputting the bitstream (Figs. 20 and 23); Fig. 4, [0127]-[0132] and [0136]-[0137]; Figs. 1-3, 7-9, 19, and 22; Figs. 20 and 23).” Regarding Claims 9 and 21, Hur discloses: “wherein Trisoup information of a current point cloud frame is further representative of at least one centroid point, each centroid point being associated with a cuboid volume ([0138], disclosing a centroid value; Figs. 20 and 23, and [0363]-[0364], [0366], [0405], [0432], [0438], disclosing trisoup-based inter and intra coding, and reconstruction, reference storage, residual information, and outputting the bitstream (Figs. 20 and 23); Fig. 4, [0127]-[0132] and [0136]-[0137]; Figs. 1-3, 7-9, 19, and 22; Figs. 20 and 23).” Regarding Claims 10 and 22, Hur discloses: “wherein the Trisoup information of the vertex located on the edge of the cuboid volume associated with the leaf node of the 3D decomposition tree is representative of at least one residual value, each residual value being associated with a cuboid volume (Figs. 20 and 23, and [0363]-[0364], [0366], [0405], [0432], [0438], disclosing trisoup-based inter and intra coding, and reconstruction, reference storage, residual information, and outputting the bitstream (Figs. 20 and 23); Fig. 4, [0127]-[0132] and [0136]-[0137]; Figs. 1-3, 7-9, 19, and 22; Figs. 20 and 23).” Allowable Subject Matter Claims 5-8 and 17-20 are objected to as being dependent upon a rejected base claim, but would be allowable if rewritten in independent form including all of the limitations of the base claim and any intervening claims. Conclusion The prior art made of record and not relied upon is considered pertinent to applicant's disclosure: Examiner notes that multiple references cited disclose point cloud compression coding. For example, the following references show similar features in the claims, although not relied upon: Lasserre (US 2024/0135597 A1), Figs. 1 and 7-8. Any inquiry concerning this communication or earlier communications from the examiner should be directed to KATHLEEN M WALSH whose telephone number is (571)270-0423. The examiner can normally be reached M-F 8:00 AM - 5:00 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, Chris Kelley can be reached at (571) 272-7331. 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. /KATHLEEN M WALSH/Primary Examiner, Art Unit 2482
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Prosecution Timeline

Apr 30, 2025
Application Filed
Jul 07, 2026
Non-Final Rejection mailed — §102 (current)

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Prosecution Projections

1-2
Expected OA Rounds
80%
Grant Probability
98%
With Interview (+18.0%)
2y 3m (~10m remaining)
Median Time to Grant
Low
PTA Risk
Based on 435 resolved cases by this examiner. Grant probability derived from career allowance rate.

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