Paper Citation Record · LEDGER

The effects of using created synthetic images in computer vision training

As of 8 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2506.03449.

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

pith.paper-citation-record.v1
2506.03449 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:07:09.407171Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

21 of 21 outbound references displayed

verified exact2
verified fuzzy16
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c84712be-3831-4e65-805f-ff6ee9abad93 · outbound

This paper cites Does Polygon Count matter in 3D Modeling for Game Assets?.

The effects of using created synthetic images in computer vision training Does Polygon Count matter in 3D Modeling for Game Assets?

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:07:09.706294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ebb483cf-f69e-4618-b0bc-317708ba25ff · outbound

This paper cites Python in Unreal Tips.

The effects of using created synthetic images in computer vision training Python in Unreal Tips

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:07:09.692947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b2a6a508-1344-4818-af7c-e9318b0d3e59 · outbound

This paper cites Learning image classifiers from (limited) real and (abundant) synthetic data.

The effects of using created synthetic images in computer vision training Learning image classifiers from (limited) real and (abundant) synthetic data

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:07:09.667497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 33107332-db1d-4882-b699-36f0c8b35a51 · outbound

This paper cites How Low Can You Go? Using Synthetic 3D Imagery to Drastically Reduce Real-World Training Data for Object Detection.

The effects of using created synthetic images in computer vision training How Low Can You Go? Using Synthetic 3D Imagery to Drastically Reduce Real-World Training Data for Object Detection

Reference 4

Resolution: verified exact; doi, observed 2026-08-07T11:07:09.457645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1dcdf904-04dc-40ba-a631-da006c5e717d · outbound

This paper cites Deep residual learning for image recognition.

The effects of using created synthetic images in computer vision training Deep residual learning for image recognition

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T11:07:09.349596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3aa071d-8baa-4350-aee4-c55366a18bdf · outbound

This paper cites Searching for mobilenetv3.

The effects of using created synthetic images in computer vision training Searching for mobilenetv3

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:07:09.644921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d43ff46c-4825-40aa-8896-fb6c4ce79398 · outbound

This paper cites A Review of Synthetic Image Data and Its Use in Computer Vision.

The effects of using created synthetic images in computer vision training A Review of Synthetic Image Data and Its Use in Computer Vision

Reference 7

Resolution: verified exact; doi, observed 2026-08-07T11:07:09.442953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 36160579-4e3d-471a-a4dd-ab1daacc629a · outbound

This paper cites Metal 3: MIG Welding.

The effects of using created synthetic images in computer vision training Metal 3: MIG Welding

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:07:09.632443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a2ba2640-5c59-4e5a-a411-7e9200ad68a3 · outbound

This paper cites Professional Welder & Welding Instructor.

The effects of using created synthetic images in computer vision training Professional Welder & Welding Instructor

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:07:09.619902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 425467d5-5d73-457e-911c-1208efcc9e8a · outbound

This paper cites UnrealCV: Virtual Worlds for Computer Vision.

The effects of using created synthetic images in computer vision training UnrealCV: Virtual Worlds for Computer Vision

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:07:09.606337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9c5cd7ba-96e7-49dc-a9d8-631b05e11b91 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

The effects of using created synthetic images in computer vision training Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:07:09.372898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dedc4eae-1a70-4062-969a-6dd10d84fca9 · outbound

This paper cites Domain Adaptation of Unreal Images for Image Classification (Dissertation).

The effects of using created synthetic images in computer vision training Domain Adaptation of Unreal Images for Image Classification (Dissertation)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:07:09.593160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9105b1ce-cdcb-4ff7-a34e-85ed86f4bb7b · outbound

This paper cites Cost -Sensitive Learning vs. Sampling: Which is Best for Handling Unbalanced Classes with Unequal Error Costs?.

The effects of using created synthetic images in computer vision training Cost -Sensitive Learning vs. Sampling: Which is Best for Handling Unbalanced Classes with Unequal Error Costs?

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:07:09.580776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 39a0c127-e75c-4201-9929-142d7c43b609 · outbound

This paper cites Welding Images Dataset.

The effects of using created synthetic images in computer vision training Welding Images Dataset

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:07:09.567847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 79f40098-b143-4252-a787-a8550960e704 · outbound

This paper cites Proyek Akhir - OFA5 Dataset.

The effects of using created synthetic images in computer vision training Proyek Akhir - OFA5 Dataset

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:07:09.554787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e916f6d2-536a-4c3c-8397-7d37400513cf · outbound

This paper cites Welding_Detection_v2 Dataset.

The effects of using created synthetic images in computer vision training Welding_Detection_v2 Dataset

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:07:09.540194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f8194291-728d-453e-98c6-a008aeee0be6 · outbound

This paper cites Cats vs Dogs.

The effects of using created synthetic images in computer vision training Cats vs Dogs

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:07:09.527036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 37f95dd2-d69e-4e19-b1b8-530d9a5dc35c · outbound

This paper cites Weld_detections Dataset.

The effects of using created synthetic images in computer vision training Weld_detections Dataset

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:07:09.513596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bac23b6c-2e14-499b-8803-34909e0fd605 · outbound

This paper cites Final Dataset Dataset.

The effects of using created synthetic images in computer vision training Final Dataset Dataset

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:07:09.499852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 62ec316e-428a-464b-9bb5-235dfe956bf5 · outbound

This paper cites Samur Art.

The effects of using created synthetic images in computer vision training Samur Art

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:07:09.486977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e8c6cfc2-4887-44dd-a81c-6d6f654f939b · outbound

This paper cites an unresolved cited work.

The effects of using created synthetic images in computer vision training Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:07:09.680292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.