Paper Citation Record · LEDGER

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion

As of 23 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2501.00426.

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

pith.paper-citation-record.v1
2501.00426 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:54:18.237673Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

32 of 32 outbound references displayed

verified exact1
verified fuzzy30
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 570680c7-72ea-4c10-84e7-536f0cf077b8 · outbound

This paper cites Concealed object detection.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Concealed object detection

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.641386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 61953f20-6c63-4ae0-bd3b-8515cd9b75be · outbound

This paper cites Animal camouflage: current issues and new perspectives.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Animal camouflage: current issues and new perspectives

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.629122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bd60d4c5-b249-4197-a4b7-211cbd268a0b · outbound

This paper cites Pranet: Parallel reverse attention network for polyp segmentation.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Pranet: Parallel reverse attention network for polyp segmentation

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.618516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 41769939-5361-48c4-8188-b79e9208d1dc · outbound

This paper cites Marine animal segmentation.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Marine animal segmentation

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.607650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7eb9373c-1676-4ec7-be90-b212df502abe · outbound

This paper cites Camouflage images.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Camouflage images

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.597728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b02a9c9d-db18-408c-90b8-f49696d79839 · outbound

This paper cites Camouflaged object detection.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Camouflaged object detection

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.586402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4908ffb5-4426-413f-9885-7ae49aff9c8e · outbound

This paper cites Camouflaged object detection via context-aware cross-level fusion.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Camouflaged object detection via context-aware cross-level fusion

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.573430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 38e58eaa-0ed8-4225-9400-56b35c8d4045 · outbound

This paper cites Deep texton-coherence network for camouflaged object detection.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Deep texton-coherence network for camouflaged object detection

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.560009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d41c364d-8efc-420f-8f62-1928212a5ae6 · outbound

This paper cites Boundary-Guided Camouflaged Object Detection.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Boundary-Guided Camouflaged Object Detection

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T22:54:18.146353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14e548dc-2a2f-4b69-8ea9-53be1720d5bb · outbound

This paper cites I can find you! boundary-guided separated attention network for camouflaged object detection.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion I can find you! boundary-guided separated attention network for camouflaged object detection

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.548515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1ea7920c-36d7-4334-9150-ed4d796cfb2d · outbound

This paper cites Pvt v2: Improved baselines with pyramid vision transformer.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Pvt v2: Improved baselines with pyramid vision transformer

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.537171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 197aa7ca-e0c2-49a9-bdad-e2c2989b31a3 · outbound

This paper cites Preynet: Preying on camouflaged objects.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Preynet: Preying on camouflaged objects

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.526533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b05670e2-3740-4129-aa68-2812ace127b4 · outbound

This paper cites Zoom in and out: A mixed-scale triplet network for camouflaged object detection.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Zoom in and out: A mixed-scale triplet network for camouflaged object detection

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.515269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9064bf7b-3af9-49b5-908f-42a7a1432957 · outbound

This paper cites Edge -aware mirror network for camouflaged obj ect detection.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Edge -aware mirror network for camouflaged obj ect detection

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.504060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 36c7ccfa-0225-4373-b8cc-8a1e9663d32a · outbound

This paper cites Res2net: A new multi -scale backbone architecture.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Res2net: A new multi -scale backbone architecture

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.493003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a08d06c3-704b-4938-8212-09286cb3c6e5 · outbound

This paper cites Cbam: Convolutional block attention module.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Cbam: Convolutional block attention module

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.482584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 245c43ed-c7e9-426c-a608-5433ebeef257 · outbound

This paper cites Multi-scale interactive network for salient object detection.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Multi-scale interactive network for salient object detection

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.471986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f5e471cf-0dae-4f80-9473-1bb960a3f34f · outbound

This paper cites Anabranch network for camouflaged object segmentation.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Anabranch network for camouflaged object segmentation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.461402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1dedb490-baef-445c-9668-7cad38d1f2c7 · outbound

This paper cites Animal camouflage analysis: Chameleon database.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Animal camouflage analysis: Chameleon database

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.450900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f9826986-2857-44b2-b878-1db771dd2b74 · outbound

This paper cites Simultaneously localize, segment and rank the camouflaged objects.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Simultaneously localize, segment and rank the camouflaged objects

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.439894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 23ae636e-6a02-426c-88e2-2f141d7a2865 · outbound

This paper cites Cognitive vision inspired object segmentation metric and loss function.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Cognitive vision inspired object segmentation metric and loss function

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.428744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation abf5cbd3-29cc-40c9-932c-47ef5077f5ed · outbound

This paper cites Structure-measure: A new way to evaluate foreground maps.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Structure-measure: A new way to evaluate foreground maps

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.416628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d7453a31-65a6-4042-9254-5617653af8c6 · outbound

This paper cites How to evaluate foreground maps?.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion How to evaluate foreground maps?

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.405615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7d33fe29-0af1-4774-a7a7-dd67c0fcbedd · outbound

This paper cites Saliency filters: Contrast based filtering for salient region detection.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Saliency filters: Contrast based filtering for salient region detection

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.394318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b8b34dcd-b20d-4ca6-a35b-fac87937f514 · outbound

This paper cites Context-aware Cross-level Fusion Network for Camouflaged Object Detection.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Context-aware Cross-level Fusion Network for Camouflaged Object Detection

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:54:18.276486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 15b7bc95-fe0b-47ee-9730-2405f1e99bca · outbound

This paper cites Camouflaged object segmentation with distraction mining.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Camouflaged object segmentation with distraction mining

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.382712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 14fbe6f9-1fbb-436c-b113-bc09fc1733d0 · outbound

This paper cites Camouflaged Object Detection with Feature Grafting and Distractor Aware.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Camouflaged Object Detection with Feature Grafting and Distractor Aware

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.369810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bdd7911e-aa8a-4711-afe9-ea68aef43d19 · outbound

This paper cites Camouflaged object detection with f eature decomposition and edge reconstruction.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Camouflaged object detection with f eature decomposition and edge reconstruction

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.356060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1c50ee55-f1b0-40fe-b3f6-aa27d9f6151f · outbound

This paper cites Depth -aided camouf laged object detection.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Depth -aided camouf laged object detection

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.342639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b6bd453d-4f57-4976-8aa3-b99c62e9debc · outbound

This paper cites Feature shrinkage pyramid for camouflaged object detection with transformers.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Feature shrinkage pyramid for camouflaged object detection with transformers

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.329609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 420a274b-b75f-4ca9-a053-4bd15ef8c0a6 · outbound

This paper cites Camouflaged object detection via cross -level refinement and interaction network.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Camouflaged object detection via cross -level refinement and interaction network

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.315527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8dbe48b3-8b0c-4ceb-a301-697ad13c0b64 · outbound

This paper cites Local to global purification strategy to realize collaborative camouflaged object detection.

B2Net: Camouflaged Object Detection via Boundary Aware and Boundary Fusion Local to global purification strategy to realize collaborative camouflaged object detection

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:54:18.303312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.