Prosecution Insights
Last updated: October 02, 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

Non-Final OA §103
Filed
Jan 10, 2024
Priority
Jul 15, 2021 — RE 10-2021-0093083 +1 more
Examiner
CHIO, TAT CHI
Art Unit
2486
Tech Center
2400 — Computer Networks
Assignee
LG Electronics Inc.
OA Round
3 (Non-Final)
73%
Grant Probability
Favorable
3-4
OA Rounds
6m
Est. Remaining
90%
With Interview

Examiner Intelligence

Grants 73% — above average
73%
Career Allowance Rate
628 granted / 862 resolved
+14.9% vs TC avg
Strong +18% interview lift
Without
With
+17.6%
Interview Lift
resolved cases with interview
Typical timeline
3y 3m
Avg Prosecution
27 currently pending
Career history
901
Total Applications
across all art units

Statute-Specific Performance

§101
9.5%
-30.5% vs TC avg
§103
55.1%
+15.1% vs TC avg
§102
18.9%
-21.1% vs TC avg
§112
5.6%
-34.4% vs TC avg
Black line = Tech Center average estimate • Based on career data from 862 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 . Continued Examination Under 37 CFR 1.114 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and the fee set forth in 37 CFR 1.17(e) has been timely paid, the finality of the previous Office action has been withdrawn pursuant to 37 CFR 1.114.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 7/9/2026 has been entered. Response to Arguments Applicant's arguments filed 7/9/2026 have been fully considered but they are not persuasive. Applicant argues that the combination of Iguchi I and Iguchi II does not explicitly teach third information specifying a reference layer group identifier for a context reference of the geometry. In response, the examiner respectfully disagrees. Iguchi II teaches If entropy_continue_enable in the SPS is valid, (i.e., if entropy_continue_enable indicates the presence of the function of continuing the context), the header (DevidedGeometryHeader) of the divided geometry information indicates the flag geom_du_entropy_continue_flag. This flag indicates whether the data unit including this divided geometry information is encoded by continuously using the context used for encoding the previous data unit preceding that data unit. The header (DevidedGeometryHeader) of the divided geometry information thus includes the flag geom_du_entropy_continue_flag. Further, if geom_du_entropy_continue_flag is valid, the header (DevidedGeometryHeader) of the divided geometry information indicates the slice ID (slice2_id) to which the previous data unit belongs. The header (DevidedGeometryHeader) of the divided geometry information thus includes the slice ID (slice2_id). The flag geom_du_entropy_continue_flag is an example of first identification information. As illustrated in FIG. 80, the header (DevidedAttributeHeader) of the divided attribute information includes: the identifier (aps_id) of the APS (attribute information parameter set) referred to by the data unit including this divided attribute information; the number (attr_index) of this attribute information in the order of the attribute information items described in the SPS; and the slice ID (geom_slice_id) of the geometry information corresponding to this attribute information. If entropy_continue_enable in the SPS is valid (i.e., if entropy_continue_enable indicates the presence of the function of continuing the context), the header (DevidedAttributeHeader) of the divided attribute information shows the flag attr_du_entropy_continue_flag. This flag indicates whether the data unit including this divided attribute information is encoded by continuously using the context used for encoding the previous data unit preceding that data unit. The header (DevidedAttributeHeader) of the divided attribute information thus includes the flag attr_du_entropy_continue_flag. Further, if attr_du_entropy_continue_flag is valid, the header (DevidedAttributeHeader) of the divided attribute information shows the slice ID (slice2_id) to which the previous data unit belongs. The header (DevidedAttributeHeader) of the divided attribute information thus includes the slice ID (slice2_id). The flag geom_du_entropy_continue_flag is an example of the first identification information. [0709] – [0713]; see also [0723] – [0738] Applicant’s arguments with respect to claim(s) 1-6, 9-16, 19-20 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) 1-6, 9-16, 19-20 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”) and Takahashi et al. (US 2022/0312035 A1). 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 the bitstream includes first information specifying a layer group identifier of the geometry, second information specifying a subgroup identifier of the geometry, and third information specifying a reference layer group identifier for a context reference of the geometry. Iguchi II teaches third information specifying a reference layer group identifier for a context reference of the geometry ([0709] – [0713]; [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 specifying a reference layer group identifier for a context reference of the geometry because such incorporation would improve encoding efficiency by having context reference information determined. [0675]. Takahashi teaches the bitstream includes first information specifying a layer group identifier of the geometry, second information specifying a subgroup identifier of the geometry (unit index is considered as first information and subs_entry is considered as second information. [0197] and Fig. 28). 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 specifying a layer group identifier of the geometry and information for specifying a subgroup identifier of the geometry because such incorporation would provide a viewing experience that meets the viewer’s requests. [0007] – [0008]. 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 fourth information specifying the first segmented slice is dependent to another slice ([0377] – [0387], Fig. 34 – Fig. 36). 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 the bitstream includes first information specifying a layer group identifier of the geometry, second information specifying a subgroup identifier of the geometry, and third information specifying a reference layer group identifier for a context reference of the geometry. Iguchi II teaches third information specifying a reference layer group identifier for a context reference of the geometry ([0709] – [0713]; [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 specifying a reference layer group identifier for a context reference of the geometry because such incorporation would improve encoding efficiency by having context reference information determined. [0675]. Takahashi teaches the bitstream includes first information specifying a layer group identifier of the geometry, second information specifying a subgroup identifier of the geometry (unit index is considered as first information and subs_entry is considered as second information. [0197] and Fig. 28). 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 specifying a layer group identifier of the geometry and information for specifying a subgroup identifier of the geometry because such incorporation would provide a viewing experience that meets the viewer’s requests. [0007] – [0008]. 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 fourth information specifying the first segmented slice is dependent to another slice ([0377] – [0387], Fig. 34 – Fig. 36). 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 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
Read full office action

Prosecution Timeline

Jan 10, 2024
Application Filed
Aug 26, 2025
Non-Final Rejection mailed — §103
Nov 26, 2025
Response Filed
Mar 09, 2026
Final Rejection mailed — §103
Jun 09, 2026
Response after Non-Final Action
Jul 13, 2026
Request for Continued Examination
Jul 14, 2026
Response after Non-Final Action
Aug 25, 2026
Non-Final Rejection mailed — §103 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12749423
INFORMATION PROCESSING APPARATUS AND IMAGE FORMING APPARATUS THAT PERFORM DISPLAY CONTROL FOR DISPLAY DEVICE
2y 2m to grant Granted Sep 29, 2026
Patent 12739355
A METHOD AND APPARATUS FOR ENCODING, TRANSMITTING AND DECODING VOLUMETRIC VIDEO
4y 5m to grant Granted Sep 15, 2026
Patent 12739432
POINT CLOUD ENCODING METHOD AND APPARATUS, POINT CLOUD DECODING METHOD AND APPARATUS, AND ELECTRONIC DEVICE
2y 3m to grant Granted Sep 15, 2026
Patent 12727584
SYSTEM AND METHOD FOR RECORDING ANIMALS
4y 2m to grant Granted Sep 08, 2026
Patent 12720102
METHOD AND APPARATUS FOR PROCESSING VIDEO SIGNAL
2y 1m to grant Granted Aug 25, 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

3-4
Expected OA Rounds
73%
Grant Probability
90%
With Interview (+17.6%)
3y 3m (~6m remaining)
Median Time to Grant
High
PTA Risk
Based on 862 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