Prosecution Insights
Last updated: April 19, 2026
Application No. 18/578,095

POINT CLOUD DATA TRANSMISSION DEVICE, POINT CLOUD DATA TRANSMISSION METHOD, POINT CLOUD DATA RECEPTION DEVICE, AND POINT CLOUD DATA RECEPTION METHOD

Final Rejection §103
Filed
Jan 10, 2024
Examiner
CHIO, TAT CHI
Art Unit
2486
Tech Center
2400 — Computer Networks
Assignee
LG Electronics Inc.
OA Round
2 (Final)
73%
Grant Probability
Favorable
3-4
OA Rounds
3y 2m
To Grant
90%
With Interview

Examiner Intelligence

Grants 73% — above average
73%
Career Allow Rate
610 granted / 836 resolved
+15.0% vs TC avg
Strong +17% interview lift
Without
With
+16.6%
Interview Lift
resolved cases with interview
Typical timeline
3y 2m
Avg Prosecution
49 currently pending
Career history
885
Total Applications
across all art units

Statute-Specific Performance

§101
8.7%
-31.3% vs TC avg
§103
52.4%
+12.4% vs TC avg
§102
19.9%
-20.1% vs TC avg
§112
7.2%
-32.8% vs TC avg
Black line = Tech Center average estimate • Based on career data from 836 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 . Response to Arguments Applicant’s arguments with respect to claim(s) 1-20 have been considered but are moot because the new ground of rejection does not rely on any reference applied in the prior rejection of record for any teaching or matter specifically challenged in the argument. 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, 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. The factual inquiries for establishing a background for determining obviousness under 35 U.S.C. 103 are summarized as follows: 1. Determining the scope and contents of the prior art. 2. Ascertaining the differences between the prior art and the claims at issue. 3. Resolving the level of ordinary skill in the pertinent art. 4. Considering objective evidence present in the application indicating obviousness or nonobviousness. Claim(s) 1-20 is/are rejected under 35 U.S.C. 103 as being unpatentable over Iguchi et al. (US 2022/0094982 A1) (“Iguchi I”) in view of Iguchi et al. (US 2023/0145001 A1) (“Iguchi II”). Consider claim 1, Iguchi I teaches a method comprising: encoding geometry data of point cloud data into a first segmented slice based on a layer group and a subgroup in the layer group (FIG. 74 is a flowchart of a format transforming process. First, the three-dimensional data encoding device starts a format transform of encoded data (S8811). The three-dimensional data encoding device then stores one slice including a plurality of layers in one sample (S8812). The three-dimensional data encoding device also stores layer information in metadata (S8813). The three-dimensional data encoding device forms a frame (access unit: AU) (S8814). [0509] – [0513], [0519] – [0522], [0530] – [0538]); encoding attribute data of the point cloud data into a second segmented slice based on the layer group and the subgroup (FIG. 74 is a flowchart of a format transforming process. First, the three-dimensional data encoding device starts a format transform of encoded data (S8811). The three-dimensional data encoding device then stores one slice including a plurality of layers in one sample (S8812). The three-dimensional data encoding device also stores layer information in metadata (S8813). The three-dimensional data encoding device forms a frame (access unit: AU) (S8814). [0509] – [0513], [0519] – [0522], [0530] – [0538]), wherein the layer group is a group of layers in a tree ([0206] – [0207], [0214] – [0215], [0466], [0498], [0510]), and the subgroup is a subset of the layer group ([0509] – [0512], [0519] – [0523], Fig. 73, and Fig. 76); wherein the first segmented slice is mapped to a geometry of the subgroup in the layer group ([0509] – [0512], [0519] – [0523], Fig. 73, and Fig. 76), and the second segmented slice is mapped to an attribute of the subgroup in the layer group ([0509] – [0512], [0519] – [0523], Fig. 73, and Fig. 76), wherein the encoded geometry data and the encoded attribute data are included in a bitstream ([0499], Fig. 68 – Fig. 69), and the second information related to an indicator of a parent subgroup related to a parent-child subgroup relationship ([0530] – [0535] and Fig. 82-84). However, Iguchi I does not explicitly teach wherein the bitstream further includes first information related to an identifier of a layer group for a context reference. Iguchi II teaches the bitstream further includes first information related to an identifier of a layer group for a context reference ([0723] – [0738]). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to incorporate information related to an identifier of a layer group for a context reference because such incorporation would improve encoding efficiency by having context reference information determined. [0675]. Consider claim 2, Iguchi I teaches the encoding geometry data of the point cloud data comprises: generating the tree of the point cloud data ([0206] – [0207], [0214] – [0215], [0466], [0498], [0510]); and grouping the layers of the tree into the layer group ([0509] – [0512], [0519] – [0523], [0530] – [0538], Fig. 73, Fig. 76, Fig. 82-84). Consider claim 3, Iguchi II teaches the encoding geometry data of the point cloud data further comprises: encoding the point cloud data based on context information ([0244] – [0256], [0531] – [0539], Fig. 62). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to incorporate information related to an identifier of a layer group for a context reference because such incorporation would improve encoding efficiency by having context reference information determined. [0675]. Consider claim 4, Iguchi II teaches the encoding of geometry data the point cloud data further comprises: based on the context information about a first group, encoding a second group ([0531] – [0539], [0595] – [0607], [0611] – [0619], [0620] – [0627], Fig. 68); and storing context information about the second group ([0531] – [0539], [0595] – [0607], [0611] – [0619], [0620] – [0627], Fig. 68). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to incorporate information related to an identifier of a layer group for a context reference because such incorporation would improve encoding efficiency by having context reference information determined. [0675]. Consider claim 5, Iguchi II teaches the first group contains point cloud data belonging to a higher layer than the second group ([0645] – [0670], [0696] – [0700], [0709] – [0721], Fig. 32 – Fig. 33, Fig. 73). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to incorporate information related to an identifier of a layer group for a context reference because such incorporation would improve encoding efficiency by having context reference information determined. [0675]. Consider claim 6, Iguchi I teaches the bitstream further includes third information specifying the first segmented slice is dependent to another slice ([0377] – [0387], Fig. 34 – Fig. 36). Consider claim 7, Iguchi I teaches the second information is related to an identifier of a group referenced by the second group ([0530] – [0535] and Fig. 82-84). Consider claim 8, Iguchi II teaches the first information is related to an identifier of a group having a context referenced by the second group ([0723] – [0738]). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to incorporate information related to an identifier of a layer group for a context reference because such incorporation would improve encoding efficiency by having context reference information determined. [0675]. Consider claim 9, Iguchi II teaches the first information is related to information identifying a group corresponding to a higher layer than the second group ([0645] – [0670], [0696] – [0700], [0709] – [0721], [0723] – [0738], Fig. 32 – Fig. 33, Fig. 73). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to incorporate information related to an identifier of a layer group for a context reference because such incorporation would improve encoding efficiency by having context reference information determined. [0675]. Consider claim 10, claim 10 recites the device comprising: a memory ([0149] of Iguchi I); and at least one processor connected to the memory ([0149] of Iguchi I), the at least one processor configured to perform the method recited in claim 1 (see rejection for claim 1). Consider claim 11, Iguchi I teaches a method of receiving point cloud data, the method comprising: decoding geometry data of point cloud data in a first segmented slice based on a layer group and a subgroup in a bitstream (FIG. 70 is a diagram showing an example configuration of a three-dimensional data decoding device. The three-dimensional data decoding device includes file inverse transformer 8811 and decoder 8812. File inverse transformer 8811 transforms a file format into a bitstream including encoded data and control information. Decoder 8812 generates point cloud data by decoding the bitstream. [0500], [0514] – [0518], [0519] – [0522], [0530] – [0538]); decoding attribute data of the point cloud data in a second segmented slice based on the layer group and the subgroup in the bitstream (FIG. 70 is a diagram showing an example configuration of a three-dimensional data decoding device. The three-dimensional data decoding device includes file inverse transformer 8811 and decoder 8812. File inverse transformer 8811 transforms a file format into a bitstream including encoded data and control information. Decoder 8812 generates point cloud data by decoding the bitstream. [0500], [0514] – [0518], [0519] – [0522], [0530] – [0538]), wherein the layer group is a group of layers in a tree structure ([0206] – [0207], [0214] – [0215], [0466], [0498], [0510]), and the subgroup is a subset of the layer group ([0509] – [0512], [0519] – [0523], Fig. 73, and Fig. 76); wherein the first segmented slice is mapped to a geometry of the subgroup in the layer group ([0509] – [0512], [0519] – [0523], Fig. 73, and Fig. 76), and the second segmented slice is mapped to an attribute of the subgroup in the layer group ([0509] – [0512], [0519] – [0523], Fig. 73, and Fig. 76), wherein the encoded geometry data and the encoded attribute data are included in a bitstream ([0499], Fig. 68 – Fig. 69), and the second information related to an indicator of a parent subgroup related to a parent-child subgroup relationship ([0530] – [0535] and Fig. 82-84). However, Iguchi I does not explicitly teach wherein the bitstream further includes first information related to an identifier of a layer group for a context reference. Iguchi II teaches the bitstream further includes first information related to an identifier of a layer group for a context reference ([0723] – [0738]). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to incorporate information related to an identifier of a layer group for a context reference because such incorporation would improve encoding efficiency by having context reference information determined. [0675]. Consider claim 12, Iguchi I teaches the decoding geometry data of the point cloud data comprises: generating the tree of the point cloud data ([0206] – [0207], [0211] – [0215], [0466], [0498], [0510]); and grouping the layers of the tree into the layer group ([0509] – [0512], [0519] – [0523], [0530] – [0538], Fig. 73, Fig. 76, Fig. 82-84). Consider claim 13, Iguchi II teaches the decoding of the point cloud data further comprises: decoding the grouped point cloud data based on context information ([0261] – [0272], [0559] – [0568], Fig. 62). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to incorporate information related to an identifier of a layer group for a context reference because such incorporation would improve encoding efficiency by having context reference information determined. [0675]. Consider claim 14, Iguchi II teaches the decoding of the point cloud data comprises: based on the context information about a first group, decoding a second group ([0559] – [0568], [0587] – [0607], [0611] – [0619], [0620] – [0627], Fig. 62, Fig. 68); and storing context information about the second group ([0559] – [0568], [0587] – [0607], [0611] – [0619], [0620] – [0627], Fig. 62, Fig. 68). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to incorporate information related to an identifier of a layer group for a context reference because such incorporation would improve encoding efficiency by having context reference information determined. [0675]. Consider claim 15, Iguchi II teaches the first group contains point cloud data belonging to a higher layer than the second group ([0645] – [0670], [0696] – [0700], [0709] – [0721], Fig. 32 – Fig. 33, Fig. 73). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to incorporate information related to an identifier of a layer group for a context reference because such incorporation would improve encoding efficiency by having context reference information determined. [0675]. Consider claim 16, Iguchi I teaches the bitstream further includes third information specifying the first segmented slice is dependent to another slice ([0377] – [0387], Fig. 34 – Fig. 36). Consider claim 17, Iguchi I teaches the second information is related to an identifier of a group referenced by the second group ([0530] – [0535] and Fig. 82-84). Consider claim 18, Iguchi II teaches the first information is related to an identifier of a group having a context referenced by the second group ([0723] – [0738]). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to incorporate information related to an identifier of a layer group for a context reference because such incorporation would improve encoding efficiency by having context reference information determined. [0675]. Consider claim 19, Iguchi II teaches the first information is related to information identifying a group corresponding to a higher layer than the second group ([0645] – [0670], [0696] – [0700], [0709] – [0721], [0723] – [0738], Fig. 32 – Fig. 33, Fig. 73). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to incorporate information related to an identifier of a layer group for a context reference because such incorporation would improve encoding efficiency by having context reference information determined. [0675]. Consider claim 20, claim 20 recites a device comprising: a memory ([0151] of Iguchi I); and at least one processor connected to the memory ([0149]), the at least one processor configured to perform the method recited in claim 11 (see rejection for claim 11). Conclusion Applicant's amendment necessitated the new ground(s) of rejection presented in this Office action. Accordingly, THIS ACTION IS MADE FINAL. See MPEP § 706.07(a). 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 TAT CHI CHIO whose telephone number is (571)272-9563. The examiner can normally be reached Monday-Thursday 10am-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, JAMIE J ATALA can be reached at 571-272-7384. 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. /TAT C CHIO/Primary Examiner, Art Unit 2486
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Prosecution Timeline

Jan 10, 2024
Application Filed
Aug 22, 2025
Non-Final Rejection — §103
Nov 26, 2025
Response Filed
Mar 05, 2026
Final Rejection — §103 (current)

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Prosecution Projections

3-4
Expected OA Rounds
73%
Grant Probability
90%
With Interview (+16.6%)
3y 2m
Median Time to Grant
Moderate
PTA Risk
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