Paper Citation Record · LEDGER

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions

As of 22 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2506.15837.

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

pith.paper-citation-record.v1
2506.15837 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:40:59.619595Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

38 of 38 outbound references displayed

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verified fuzzy32
unresolved5
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e060c628-1f1d-4274-b9a8-e2584c3e53d4 · outbound

This paper cites Vision and the atmo- sphere,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Vision and the atmo- sphere,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:09.610936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1a8d8728-da4d-4db6-b96b-d1c3b904482e · outbound

This paper cites Single image haze removal using dark channel prior,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Single image haze removal using dark channel prior,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:09.393146Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 32c86447-fa67-49a1-9492-724d79fb95e9 · outbound

This paper cites Benchmarking single-image dehazing and beyond,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Benchmarking single-image dehazing and beyond,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:09.200834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3f9e6f17-b0e2-4517-9866-d64f1db97aee · outbound

This paper cites Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T00:40:55.785432Z

Source-reported events for the cited work

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Observation 6a2cbf31-f86a-430d-9ed1-80c8d6306603 · outbound

This paper cites YOLOv3: An Incremental Improvement.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions YOLOv3: An Incremental Improvement

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T00:40:55.939699Z

Source-reported events for the cited work

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Observation 22976b0c-44e7-4f66-bdc5-764aa50f87f2 · outbound

This paper cites Faster r-cnn: Towards real-time object detection with region proposal networks,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Faster r-cnn: Towards real-time object detection with region proposal networks,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:08.969314Z

Source-reported events for the cited work

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Observation 9d79ab84-a8ff-484e-be16-7344ec1d609a · outbound

This paper cites Model adaptation with synthetic and real data for semantic dense foggy scene understanding,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Model adaptation with synthetic and real data for semantic dense foggy scene understanding,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:08.782258Z

Source-reported events for the cited work

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Observation eba5ba68-30fe-44d0-a66c-cf65e0ffec60 · outbound

This paper cites Semanticunderstandingoffoggysceneswithpurelysynthetic data,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Semanticunderstandingoffoggysceneswithpurelysynthetic data,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:08.612806Z

Source-reported events for the cited work

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Observation 5a1b8cb2-fcd5-4b4f-bdca-05a1016a1112 · outbound

This paper cites A re- view on dark channel prior based image dehazing algorithms,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions A re- view on dark channel prior based image dehazing algorithms,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:08.398373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c0e5c453-3fd8-4cf4-af92-83bbd48006cc · outbound

This paper cites Saliency-based dark chan- nel prior model for single image haze removal,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Saliency-based dark chan- nel prior model for single image haze removal,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:08.200625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d628adf2-3e77-420c-b6c4-b921b1fec258 · outbound

This paper cites Haze visibil- ity enhancement: A survey and quantitative benchmarking,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Haze visibil- ity enhancement: A survey and quantitative benchmarking,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:08.034020Z

Source-reported events for the cited work

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Observation 163a5123-bc20-46ff-8ac9-e706d91a6e2c · outbound

This paper cites Multi-scale boosted dehazing network with dense feature fusion,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Multi-scale boosted dehazing network with dense feature fusion,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:07.779339Z

Source-reported events for the cited work

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Observation ad703929-5206-4ed6-8709-6966168872ed · outbound

This paper cites Gated fusion network for single image dehazing,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Gated fusion network for single image dehazing,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:07.593934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0758ec8d-9205-47e9-936c-0628f28b3e1f · outbound

This paper cites Aod-net: All-in-one dehazing network,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Aod-net: All-in-one dehazing network,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:07.430150Z

Source-reported events for the cited work

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Observation 5ba1d6e8-119a-4ee7-bb23-45f30bf95d26 · outbound

This paper cites End-to-end united video dehazing and detection,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions End-to-end united video dehazing and detection,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:07.206615Z

Source-reported events for the cited work

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Observation e27de0d3-701f-4e7f-9e67-65015f543a0e · outbound

This paper cites Unified density-aware image dehazing and object detection in real- world hazy scenes,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Unified density-aware image dehazing and object detection in real- world hazy scenes,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:07.054824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 80c04aed-0113-4e62-9324-bd68e80dd244 · outbound

This paper cites Perceiving and modeling density for image dehaz- ing,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Perceiving and modeling density for image dehaz- ing,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:06.914944Z

Source-reported events for the cited work

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Observation 9300cbd1-4e65-4fe3-ada3-6efbe85aa624 · outbound

This paper cites Ridcp: Revitalizing real image dehazing via high-quality codebook priors,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Ridcp: Revitalizing real image dehazing via high-quality codebook priors,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:06.772681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 23188e08-8d7d-4c4e-b8e6-6c6c45e14ea3 · outbound

This paper cites Psd: Principled synthetic-to-real dehazing guided by physical priors,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Psd: Principled synthetic-to-real dehazing guided by physical priors,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:06.594386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 04a36f28-9a04-4ec0-8ba8-2e9c75daa5d1 · outbound

This paper cites Self-augmented unpaired image dehazing via density and depth decomposition,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Self-augmented unpaired image dehazing via density and depth decomposition,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:06.445187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f8608cf7-6f73-4788-83c4-ad6199864d1c · outbound

This paper cites Deep generalized unfold- ing networks for image restoration,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Deep generalized unfold- ing networks for image restoration,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:06.304002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0044976b-7f2a-4618-96d9-c197076059b4 · outbound

This paper cites Ffa-net: Featurefusionattentionnetworkforsingleimagedehazing,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Ffa-net: Featurefusionattentionnetworkforsingleimagedehazing,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:06.156506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d09db714-9f11-47ae-8cd1-d83c6f04ac67 · outbound

This paper cites The cityscapes dataset for semantic urban scene understanding,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions The cityscapes dataset for semantic urban scene understanding,

Reference 23

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Source-reported events for the cited work

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Observation e2715140-ee73-47e1-92e2-1d3256004948 · outbound

This paper cites An enhanced haze re- moval: Using dcp and enriched-invariant features,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions An enhanced haze re- moval: Using dcp and enriched-invariant features,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:05.955952Z

Source-reported events for the cited work

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Observation 16e27751-9cdb-40bd-b3b1-751d123fcd93 · outbound

This paper cites Single image dehazing with bright object handling,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Single image dehazing with bright object handling,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:05.790553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d776893e-0855-4bea-ae18-ddb3c08cb2a2 · outbound

This paper cites Phdnet: A novel physic-aware dehazing network for remote sensing images,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Phdnet: A novel physic-aware dehazing network for remote sensing images,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:05.609438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8fa41e81-ebfd-41bd-8d0c-9a8e5b4eb929 · outbound

This paper cites End to end system for hazy image classification and recon- struction based on mean channel prior using deep learning network,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions End to end system for hazy image classification and recon- struction based on mean channel prior using deep learning network,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:05.444818Z

Source-reported events for the cited work

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Observation e2f8ab12-752d-4839-9ccd-e15389fc1c58 · outbound

This paper cites Dehazenet: An end-to-end system for single image haze removal,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Dehazenet: An end-to-end system for single image haze removal,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:05.282567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2d8b9a7a-82c9-4fe8-94ae-a9a467d5152d · outbound

This paper cites Griddehazenet: Attention-based multi-scale network for image dehazing,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Griddehazenet: Attention-based multi-scale network for image dehazing,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:05.126721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0d457582-7b19-47a8-86ec-6831de6e378c · outbound

This paper cites Acceler- ated unfolding network for medical image reconstruction with efficient information flow,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Acceler- ated unfolding network for medical image reconstruction with efficient information flow,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:04.991648Z

Source-reported events for the cited work

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Observation b05214ca-6fb6-48df-a443-ecec63afc50d · outbound

This paper cites Optimizing Wireless Networks with Deep Unfolding: Comparative Study on Two Deep Unfolding Mechanisms.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Optimizing Wireless Networks with Deep Unfolding: Comparative Study on Two Deep Unfolding Mechanisms

Reference 31

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Observation 90d59fec-221d-43f9-80c2-5ca694ada4e6 · outbound

This paper cites FLARE up your data: Diffusion-based Augmentation Method in Astronomical Imaging.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions FLARE up your data: Diffusion-based Augmentation Method in Astronomical Imaging

Reference 32

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Source-reported events for the cited work

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Observation 35544e52-b743-47ad-b7cb-6bdcbd6eb4e8 · outbound

This paper cites Ssd: Single shot multibox detector,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Ssd: Single shot multibox detector,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:04.868083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bbe0c878-80b2-4856-a681-bc3cddfe6970 · outbound

This paper cites Referenceless prediction of perceptual fog density and perceptual image defogging,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Referenceless prediction of perceptual fog density and perceptual image defogging,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:04.640611Z

Source-reported events for the cited work

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Observation 5fcdd259-403d-4cac-9b3c-5f14c45deb1c · outbound

This paper cites No-reference image quality assessment in the spatial domain,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions No-reference image quality assessment in the spatial domain,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:02.794745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d8412d7b-0ade-401c-bc26-348445785bb3 · outbound

This paper cites Nima: Neural image assessment,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Nima: Neural image assessment,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:00.336731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0d9c8bf9-8a0f-41b3-b3ab-d75c8c0e2290 · outbound

This paper cites Synscapes: A Photorealistic Synthetic Dataset for Street Scene Parsing.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Synscapes: A Photorealistic Synthetic Dataset for Street Scene Parsing

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T00:40:59.516345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8282f36a-b582-4a62-820b-7326f6c13254 · outbound

This paper cites Domain adap- tation for image dehazing,.

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Domain adap- tation for image dehazing,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:41:00.074078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.