Paper Citation Record · LEDGER

A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset

As of 6 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2509.12047.

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

pith.paper-citation-record.v1
2509.12047 v2

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-18T16:47:06.326585Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-07T08:51:41.508108Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-12T09:56:26.759904Z

Reference resolution

14 of 14 outbound references displayed

verified exact0
verified fuzzy9
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 01de75ed-9e85-44b4-855c-b4d4d924c495 · outbound

This paper cites (2024) and 2) The Edinburgh Pig Behavior Video Dataset from Bergamini et al.

A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset (2024) and 2) The Edinburgh Pig Behavior Video Dataset from Bergamini et al

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T16:52:44.731597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6b84db96-a1a1-40a1-ab59-62d459aaa95d · outbound

This paper cites mostly tracked.

A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset mostly tracked

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T16:52:44.727263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a5bc8c38-18ca-4a58-b5ee-69bc11657f96 · outbound

This paper cites an unresolved cited work.

A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-18T16:52:44.695649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 393ba8e2-3e96-4681-aa04-7bd2c10683ed · outbound

This paper cites Using a sliding window approach with majority-based filtering, we generated 14,255 temporal windows from the original dataset.

A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset Using a sliding window approach with majority-based filtering, we generated 14,255 temporal windows from the original dataset

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T16:52:44.699229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1bcbb5ae-a6d5-4059-b582-198abf172c0c · outbound

This paper cites (2021) using a fine -tuned YOLOv3 model.

A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset (2021) using a fine -tuned YOLOv3 model

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T16:52:44.745199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9a29468d-b938-4215-9ffc-a76aa8098f31 · outbound

This paper cites an unresolved cited work.

A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-05-18T16:52:44.702364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3673dcfd-6cfc-411a-a8a8-1bfc6d3fcd8a · outbound

This paper cites If tracking temporarily fails due to occlusion, the system can recover in subsequent frames without cascading errors through the entire system.

A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset If tracking temporarily fails due to occlusion, the system can recover in subsequent frames without cascading errors through the entire system

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T16:52:44.705872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c534556b-dc17-4042-b53f-511c45365e98 · outbound

This paper cites Low -light conditions might benefit from enhanced detection models, while crowded scenes may require specialized tracking approaches.

A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset Low -light conditions might benefit from enhanced detection models, while crowded scenes may require specialized tracking approaches

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T16:52:44.736746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4039726c-4c92-4c86-92ef-3253eab270eb · outbound

This paper cites an unresolved cited work.

A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-18T16:52:44.712670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6b427108-04e1-4135-94c7-adba08dab616 · outbound

This paper cites zero -shot.

A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset zero -shot

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T16:52:44.715772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f91cacd1-9399-4fbb-bebd-e719ab286ec9 · outbound

This paper cites zero-shot.

A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset zero-shot

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T16:52:44.723792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6687d958-5ba6-4c5f-9713-0ac8dd9fb2b0 · outbound

This paper cites a photo of a [class].

A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset a photo of a [class]

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T16:52:44.709348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation edb5d94a-abc1-4fa0-b942-36c6ff543c93 · outbound

This paper cites an unresolved cited work.

A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-18T16:52:44.692329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 82624fe5-6163-4169-a109-9bef7381bb21 · outbound

This paper cites Segment Anything.

A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset Segment Anything

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T16:51:38.284497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

Observation a67b2fc1-3cc1-4bbb-8121-caf385aeff88 · inbound

Lightweight Distillation of SAM 3 and DINOv3 for Edge-Deployable Individual-Level Livestock Monitoring and Longitudinal Visual Analytics cites this paper.

Lightweight Distillation of SAM 3 and DINOv3 for Edge-Deployable Individual-Level Livestock Monitoring and Longitudinal Visual Analytics A Computer Vision Pipeline for Individual-Level Behavior Analysis: Benchmarking on the Edinburgh Pig Dataset

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-12T09:56:26.762367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.