Paper Citation Record · LEDGER

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection

As of 8 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2604.02935.

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

pith.paper-citation-record.v1
2604.02935 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T19:51:14.678401Z

measured 26 of 26 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

26 of 26 outbound references displayed

verified exact2
verified fuzzy24
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8126af73-b812-4935-98f6-c2d5c99347fe · outbound

This paper cites Convexity-based visual camou- flage breaking.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Convexity-based visual camou- flage breaking

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.484919Z

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 68054c1a-3dcb-43b5-880a-405c1ac2bab3 · outbound

This paper cites Improving background subtraction based on a casuistry of colour- motion segmentation problems.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Improving background subtraction based on a casuistry of colour- motion segmentation problems

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.496411Z

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 7901bb89-a1d4-410e-b211-83e9d04bbab2 · outbound

This paper cites Performance of decamouflaging through exploratory image analysis.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Performance of decamouflaging through exploratory image analysis

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.498648Z

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 8efea723-8891-4235-8afe-d34ee9aeeb56 · outbound

This paper cites Mgqformer: Mask- guided query-based transformer for image manipulation localization.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Mgqformer: Mask- guided query-based transformer for image manipulation localization

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.500758Z

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 ac8f70a3-afdb-49df-9f67-2e0f3e8d54fb · outbound

This paper cites Excitation-encoded single- emission shortwave infrared lanthanide fluorophore palette for real-time in vivo multispectral imaging.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Excitation-encoded single- emission shortwave infrared lanthanide fluorophore palette for real-time in vivo multispectral imaging

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.502943Z

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 170065f8-f24f-44c6-9107-ba420213942b · outbound

This paper cites Anabranch network for camouflaged object segmentation.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Anabranch network for camouflaged object segmentation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.489468Z

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 f2e19004-6cce-4de4-b7e3-837513fe4156 · outbound

This paper cites Camouflaged object detection.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Camouflaged object detection

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.491673Z

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 56804203-6e61-441f-bff1-2dc954a477c4 · outbound

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

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Simultaneously localize, segment and rank the camouflaged objects

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.505140Z

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 b14accc8-8072-4f8d-ad75-06f9a4e9679b · outbound

This paper cites Boundary-guided camouflaged object detection.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Boundary-guided camouflaged object detection

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.487196Z

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 aa554d48-e6db-4bb0-b34b-0721f38b9bb9 · outbound

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

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Zoom in and out: A mixed-scale triplet network for camouflaged object detection

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.480695Z

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 533040e5-b311-4793-af41-5e5e44d643ce · outbound

This paper cites Multi-modal segment anything model for camouflaged scene segmen- tation.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Multi-modal segment anything model for camouflaged scene segmen- tation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.474099Z

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 fd598ad9-55a3-4d85-baac-b1f1c0b60d09 · outbound

This paper cites COD-SAM: Camouflage object detection using SAM.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection COD-SAM: Camouflage object detection using SAM

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.476250Z

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 b7d6c4e3-d0f2-4063-8a50-4da22e1047a9 · outbound

This paper cites Depth-aided camouflaged object detection.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Depth-aided camouflaged object detection

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.478656Z

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 d3d1fdd9-18f5-4ca8-8a37-7d2e6de6ea4d · outbound

This paper cites Depth awakens: A depth-perceptual attention fusion network for rgb-d camouflaged object detection.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Depth awakens: A depth-perceptual attention fusion network for rgb-d camouflaged object detection

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.482658Z

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 b89aa8bf-b8ce-4df2-b0ac-32a6088ea979 · outbound

This paper cites Depth-aware concealed crop detection in dense agricultural scenes.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Depth-aware concealed crop detection in dense agricultural scenes

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.494078Z

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 f11d1d7e-ff4e-4297-a1ca-aee0cff124bf · outbound

This paper cites A tutorial on the cross-entropy method.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection A tutorial on the cross-entropy method

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.468267Z

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 72f2f1cb-76e2-40e7-b770-dd14a55e59aa · outbound

This paper cites DeepRoadMapper: Extracting road topology from aerial images.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection DeepRoadMapper: Extracting road topology from aerial images

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.455012Z

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 f57d927c-1c97-4924-8f3a-48e8b53713a8 · outbound

This paper cites How to evaluate foreground maps?.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection How to evaluate foreground maps?

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.470107Z

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 92b2d65b-59fd-4c7e-a412-26e9ed9206e6 · outbound

This paper cites Enhanced-alignment Measure for Binary Foreground Map Evaluation.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Enhanced-alignment Measure for Binary Foreground Map Evaluation

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-13T19:53:11.704674Z

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 1ca3732c-34f0-4c00-a382-5635d9d88535 · outbound

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

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Structure-measure: A new way to evaluate foreground maps

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.466432Z

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 c9e6fb0a-7a7a-40b1-90a6-a2acfcf3db16 · outbound

This paper cites Animal camouflage analysis: Chameleon database.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Animal camouflage analysis: Chameleon database

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.456991Z

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 42aba555-911e-49f7-a586-57380c8cc767 · outbound

This paper cites Distill Any Depth: Distillation Creates a Stronger Monocular Depth Estimator.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Distill Any Depth: Distillation Creates a Stronger Monocular Depth Estimator

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-13T19:53:11.701326Z

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 66866057-ad16-49b7-aa98-eef12fb226a5 · outbound

This paper cites Depth anything: Unleashing the power of large- scale unlabeled data.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Depth anything: Unleashing the power of large- scale unlabeled data

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.459032Z

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 ccd85e61-ec2f-4934-bdcf-0c38050f2df5 · outbound

This paper cites Depth anything v2.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Depth anything v2

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.461250Z

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 eb348824-1559-42ab-bb9f-5d5116fd06e7 · outbound

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

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection Feature shrinkage pyramid for camouflaged object detection with transformers

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.463257Z

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 ea7d7672-f0c6-4069-8cbe-b5f279160641 · outbound

This paper cites A simple yet effective network based on vision transformer for camouflaged object and salient object detection.

Modality-Specific Hierarchical Enhancement for RGB-D Camouflaged Object Detection A simple yet effective network based on vision transformer for camouflaged object and salient object detection

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T19:53:12.472187Z

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.