Paper Citation Record · LEDGER

A Survey of Camouflaged Object Detection and Beyond

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2408.14562.

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

pith.paper-citation-record.v1
2408.14562 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T22:35:00.601384Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T15:12:37.422295Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation fd104ff2-42f1-4838-b383-ca541f644aef · inbound

RUN: Reversible Unfolding Network for Concealed Object Segmentation cites this paper.

RUN: Reversible Unfolding Network for Concealed Object Segmentation A Survey of Camouflaged Object Detection and Beyond

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-09T22:35:00.601384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20b0ab4e-c206-492b-8da8-db702256a2e9 · inbound

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement cites this paper.

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement A Survey of Camouflaged Object Detection and Beyond

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:20.241606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e932b01a-4787-4968-9d03-78d9179544ea · inbound

YUV20K: A Complexity-Driven Benchmark and Trajectory-Aware Alignment Model for Video Camouflaged Object Detection cites this paper.

YUV20K: A Complexity-Driven Benchmark and Trajectory-Aware Alignment Model for Video Camouflaged Object Detection A Survey of Camouflaged Object Detection and Beyond

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:16:00.903680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 697bbaa4-14d3-4cf0-879a-0109606769df · inbound

Camo-M3FD: A New Benchmark Dataset for Cross-Spectral Camouflaged Pedestrian Detection cites this paper.

Camo-M3FD: A New Benchmark Dataset for Cross-Spectral Camouflaged Pedestrian Detection A Survey of Camouflaged Object Detection and Beyond

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:03:25.414307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bb1016e2-26b3-48e6-8a4c-67b7282f9dc3 · inbound

Certainty Is Redundant: Token Sparsification for Efficient Camouflaged Object Detection with Vision Foundation Models cites this paper.

Certainty Is Redundant: Token Sparsification for Efficient Camouflaged Object Detection with Vision Foundation Models A Survey of Camouflaged Object Detection and Beyond

Reference 47

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T06:56:47.583296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation aabff830-c1d1-494a-84f3-9a08317dac7a · inbound

RIDE: Retinex-Informed Decoupling for Exposing Concealed Objects cites this paper.

RIDE: Retinex-Informed Decoupling for Exposing Concealed Objects A Survey of Camouflaged Object Detection and Beyond

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-19T15:12:37.424697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.