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Paper Citation Record · LEDGER

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality

As of 21 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2507.21557.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.21557 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:42:53.159332Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c9a82846-e39b-44e9-ae26-393b84fe4b22 · outbound

This paper cites Survey of visual just noticeable difference estimation,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Survey of visual just noticeable difference estimation,

Reference 1

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Observation d3e5454e-132b-4ad0-a3d3-0d1c3d13d2a2 · outbound

This paper cites Progress and opportunities in modelling just- noticeable difference (JND) for multimedia,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Progress and opportunities in modelling just- noticeable difference (JND) for multimedia,

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 3a777256-6d74-4b8d-a0a7-ddf906454f73 · outbound

This paper cites A survey on perceptually optimized video coding,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality A survey on perceptually optimized video coding,

Reference 3

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Observation 4778d2d1-a5f1-4245-8823-9a0bba5b497c · outbound

This paper cites A novel just-noticeable-difference-based saliency-channel attention residual network for full-reference image quality predictions,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality A novel just-noticeable-difference-based saliency-channel attention residual network for full-reference image quality predictions,

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 96f9b01c-b6b9-45d0-a057-f47b56932879 · outbound

This paper cites Just-noticeable difference-based perceptual optimization for jpeg compression,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Just-noticeable difference-based perceptual optimization for jpeg compression,

Reference 5

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Source-reported events for the cited work

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Observation 61a159a0-5444-4ab3-9d78-bf4a1771a50c · outbound

This paper cites Sur-driven video coding rate control for jointly optimizing perceptual quality and buffer control,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Sur-driven video coding rate control for jointly optimizing perceptual quality and buffer control,

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation adf4d45a-2291-423f-83b8-ff6e28e25ed3 · outbound

This paper cites Image enhancement approach using the just-noticeable-difference model of the human visual system,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Image enhancement approach using the just-noticeable-difference model of the human visual system,

Reference 7

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 66f88d66-c3d0-4a43-aca8-0501ad941b28 · outbound

This paper cites an unresolved cited work.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Unresolved cited work

Reference 8

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malformed identifier
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 18beda66-1637-4462-94d5-26c128903541 · outbound

This paper cites Enhanced just noticeable difference model for images with pattern complexity,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Enhanced just noticeable difference model for images with pattern complexity,

Reference 9

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 65afda8d-44bb-410e-bdb1-a3f7cde46f88 · outbound

This paper cites an unresolved cited work.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Unresolved cited work

Reference 10

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 8926f1b2-ea7e-47ae-8b78-edc249472e91 · outbound

This paper cites An improved DCT-based JND estimation model considering multiple masking effects,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality An improved DCT-based JND estimation model considering multiple masking effects,

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation e4991eab-b53c-44ca-a49c-b951afb8532d · outbound

This paper cites Statistical study on perceived jpeg image quality via MCL-JCI dataset construction and analysis,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Statistical study on perceived jpeg image quality via MCL-JCI dataset construction and analysis,

Reference 12

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation b6762986-d445-4f36-a5f4-31cf690d965c · outbound

This paper cites Deep learning-based picture-wise just noticeable distortion prediction model for image compression,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Deep learning-based picture-wise just noticeable distortion prediction model for image compression,

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 21af964c-04fc-4540-bd50-254143cfa51e · outbound

This paper cites Deep learning based just noticeable difference and perceptual quality prediction models for compressed video,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Deep learning based just noticeable difference and perceptual quality prediction models for compressed video,

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 917d58bd-7823-4531-b3b2-c30461d847eb · outbound

This paper cites Learning-based satisfied user ratio prediction for symmetrically and asymmetrically compressed stereoscopic images,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Learning-based satisfied user ratio prediction for symmetrically and asymmetrically compressed stereoscopic images,

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 39740353-803a-4558-9d83-93cea2f2ba3c · outbound

This paper cites SUR-Net: Predicting the satisfied user ratio curve for image compression with deep learning,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality SUR-Net: Predicting the satisfied user ratio curve for image compression with deep learning,

Reference 16

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 1cbb433b-adc8-45a9-a35f-632ffeee97ca · outbound

This paper cites Methodologies for the subjective assessment of the quality of television images,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Methodologies for the subjective assessment of the quality of television images,

Reference 17

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation e3a0bf98-dab1-47f3-94f7-82ae2811b890 · outbound

This paper cites An overview of ongoing point cloud compression standardization activities: video-based (v- pcc) and geometry-based (g-pcc),.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality An overview of ongoing point cloud compression standardization activities: video-based (v- pcc) and geometry-based (g-pcc),

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 91034153-0595-4bee-85bf-b70941103ff7 · outbound

This paper cites A JND dataset based on VVC compressed images,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality A JND dataset based on VVC compressed images,

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 1318ca88-1b20-4912-96c4-25886dcbdad0 · outbound

This paper cites Large-scale crowdsourced subjective assessment of picturewise just noticeable difference,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Large-scale crowdsourced subjective assessment of picturewise just noticeable difference,

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 1120e31b-b1da-46a9-96ea-534c18d0a8f6 · outbound

This paper cites MCL-JCV: a JND-based H. 264/A VC video quality assessment dataset,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality MCL-JCV: a JND-based H. 264/A VC video quality assessment dataset,

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation a31c21c8-7dab-4532-902f-728963a70b77 · outbound

This paper cites VideoSet: A large-scale compressed video quality dataset based on jnd measurement,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality VideoSet: A large-scale compressed video quality dataset based on jnd measurement,

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 6a0c6651-6c59-41f7-8931-f192075c6004 · outbound

This paper cites Subjective test methodology optimization and prediction framework for just noticeable difference and satisfied user ratio for compressed HD video,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Subjective test methodology optimization and prediction framework for just noticeable difference and satisfied user ratio for compressed HD video,

Reference 23

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 2e0dfc7c-aa09-4e56-9aa0-920ea92789f5 · outbound

This paper cites Interactive subjective study on picture-level just noticeable difference of compressed stereo- scopic images,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Interactive subjective study on picture-level just noticeable difference of compressed stereo- scopic images,

Reference 24

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 0e5429ec-d188-47a0-b2fe-4c9bcabd6f6c · outbound

This paper cites Picture-level just noticeable difference for symmetrically and asymmetrically com- pressed stereoscopic images: Subjective quality assessment study and datasets,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Picture-level just noticeable difference for symmetrically and asymmetrically com- pressed stereoscopic images: Subjective quality assessment study and datasets,

Reference 25

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation dc7d881b-a455-45f7-a321-4cd78e9c5765 · outbound

This paper cites JND-Pano: Database for just noticeable difference of JPEG compressed panoramic images,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality JND-Pano: Database for just noticeable difference of JPEG compressed panoramic images,

Reference 26

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 1a5f352a-e77e-43f8-b238-269121bbc5c6 · outbound

This paper cites Measuring colourfulness in natural images,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Measuring colourfulness in natural images,

Reference 27

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 184cba41-8400-4cb0-bb83-4f928aff9e71 · outbound

This paper cites An overview of ongoing point cloud compression standardization activities: video-based (V-PCC) and geometry-based (G- PCC),.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality An overview of ongoing point cloud compression standardization activities: video-based (V-PCC) and geometry-based (G- PCC),

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:42:53.584372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 12bc478b-9751-47fe-94b6-ada1d0970989 · outbound

This paper cites Quality evaluation of static point clouds encoded using mpeg codecs,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Quality evaluation of static point clouds encoded using mpeg codecs,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:42:53.563286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 88ae7bd3-6187-43fd-8234-011f7a9fcdf7 · outbound

This paper cites Subjective quality database and objective study of compressed point clouds with 6DoF head-mounted display,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Subjective quality database and objective study of compressed point clouds with 6DoF head-mounted display,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:42:53.535574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 5c97fee9-3e9c-458e-97e3-7c9487fc0a82 · outbound

This paper cites Subjective and objective visual quality assessment of textured 3d meshes,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Subjective and objective visual quality assessment of textured 3d meshes,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:42:53.496182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-06T12:42:53.114841Z digest=sha256:a835002b62bfec9a2f0c90938b5bc7cf2e12b533ee8afffe347fb922403a51b3

Observation b7d3f8dc-f5e9-4c59-be9c-2e184137853b · outbound

This paper cites Com- parison of subjective methods for quality assessment of 3D graphics in virtual reality,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Com- parison of subjective methods for quality assessment of 3D graphics in virtual reality,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:42:53.461382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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This paper cites Sample criteria for testing outlying observations,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Sample criteria for testing outlying observations,

Reference 33

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Source-reported events for the cited work

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Observation 663d66e3-631e-43d6-98e7-24be06bd0dca · outbound

This paper cites Efficient tests for normality, homoscedasticity and serial independence of re- gression residuals: Monte carlo evidence,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Efficient tests for normality, homoscedasticity and serial independence of re- gression residuals: Monte carlo evidence,

Reference 34

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Source-reported events for the cited work

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Observation d5f48ef9-d4d9-442c-9edd-690be9f2570c · outbound

This paper cites Sustainable Ecosystem Planning Based on Discrete Stochastic Dynamic Programming and Evolutionary Game Theory.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Sustainable Ecosystem Planning Based on Discrete Stochastic Dynamic Programming and Evolutionary Game Theory

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites Effect size estimation: Methods and examples,.

PC-JND: Subjective Study and Dataset on Just Noticeable Difference for Point Clouds in 6DoF Virtual Reality Effect size estimation: Methods and examples,

Reference 36

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Pith citing papers

No inbound Pith citation observations are available.