Pith. sign in

Paper Citation Record · LEDGER

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images

As of 14 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2502.02027.

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

pith.paper-citation-record.v1
2502.02027 v4

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T13:41:29.387687Z

measured 34 of 34 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 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

34 of 34 outbound references displayed

  • verified exact14
  • verified fuzzy4
  • unresolved8
  • parse uncertain0
  • malformed identifier7
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c2edbe5f-e059-4982-8f84-40be467c20c7 · outbound

This paper cites an unresolved cited work.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:41:33.585301Z

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.

source=pdf_text observed=2026-08-09T13:41:29.215180Z digest=sha256:e6048c25cb0a3f23efa560aa0347d861e2f5c42b4191fed70248b5c47cdaf65d

Observation c335376e-e1ab-44a2-a2d2-fbef77f0c852 · outbound

This paper cites an unresolved cited work.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:29.232510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:29.232510Z digest=sha256:2406719fb1448dda79e5bdcaaf30920d38654146ff9f52be31fb3263ee802b6b

Observation a4c0637f-a1fd-4cb6-bffb-653149306828 · outbound

This paper cites Boyi Li, Xiulian Peng, Zhangyang Wang, Jizheng Xu, and Dan Feng.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Boyi Li, Xiulian Peng, Zhangyang Wang, Jizheng Xu, and Dan Feng

Reference 10

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-09T13:41:32.177571Z

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.

source=pdf_text observed=2026-08-09T13:41:29.265207Z digest=sha256:c44c2072b39ce840e3a14844d628128c5a5e2b50be72a34c2d251fbb213db220

Observation 37345034-ddf1-45f3-8b3d-364133365799 · outbound

This paper cites 2014.2306911.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images 2014.2306911

Reference 13

Resolution
malformed identifier
arxiv_id_nonexistent, observed 2026-08-09T13:41:31.467063Z

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.

source=pdf_text observed=2026-08-09T13:41:29.279869Z digest=sha256:b838e88dc153a1505a67b78e729eee2cf3d053ef6296e962808a928eb4b65826

Observation f5d78729-6cd4-49f5-82a8-170675481e69 · outbound

This paper cites an unresolved cited work.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:29.284626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:29.284626Z digest=sha256:6d35327e745a04232a2c7352c9d18a433413657c9f91745823a8b821abb2bf5d

Observation 98be80a9-a705-4d93-8bfb-08686b7edb92 · outbound

This paper cites Jun Mao and Uthai Phommasak.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Jun Mao and Uthai Phommasak

Reference 15

Resolution
verified exact
doi, observed 2026-08-09T13:41:29.483901Z

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.

source=pdf_text observed=2026-08-09T13:41:29.289988Z digest=sha256:1ce4e1c2d558e9cd3da78e22d3b1d3437c0c274ca807f0ec605a1daf09759b26

Observation b0515254-3395-4bfb-869e-c005a62663b3 · outbound

This paper cites an unresolved cited work.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Unresolved cited work

Reference 18

Resolution
malformed identifier
raw_fallback, observed 2026-08-09T13:41:33.570891Z

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.

source=pdf_text observed=2026-08-09T13:41:29.305060Z digest=sha256:dfe74f596777d841a1871cd52fb7530f3ab9915c5062fdab7e08eddfeeba00b8

Observation d2512e2b-83b5-4414-ae59-7b3e7015e04f · outbound

This paper cites 2023.10080156.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images 2023.10080156

Reference 19

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-09T13:41:31.294020Z

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.

source=pdf_text observed=2026-08-09T13:41:29.310029Z digest=sha256:0f5a451b66320ae9416ebb322b3b8702589f303ec170c51a681f2c0484ad6e68

Observation b7a50cbd-5400-4cfc-9b91-3df12efc5ec6 · outbound

This paper cites an unresolved cited work.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Unresolved cited work

Reference 20

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-09T13:41:31.053261Z

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.

source=pdf_text observed=2026-08-09T13:41:29.314921Z digest=sha256:551ed42d07c9b4f020dbb588b46380d63d2765822f319e3933add8ea0acce8c6

Observation aeb39e9c-7ce2-486e-af9f-606ec4c411db · outbound

This paper cites an unresolved cited work.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Unresolved cited work

Reference 21

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-09T13:41:30.838496Z

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.

source=pdf_text observed=2026-08-09T13:41:29.321135Z digest=sha256:4eebeb55591ff4edc20db5416ad0136760e8dc7e84e1b5d7d5ddc74a1bc19a1e

Observation 6492b5f3-c002-4a3a-b2e8-38497c0b9d50 · outbound

This paper cites an unresolved cited work.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Unresolved cited work

Reference 22

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-09T13:41:30.605347Z

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.

source=pdf_text observed=2026-08-09T13:41:29.326356Z digest=sha256:815812e408f2f109d0e6ea7bd6bde835d7a10abc86ef02f9957ef906751f05bb

Observation f873d19d-013f-436c-9c8f-fa804a4dc40d · outbound

This paper cites Yun Zhai and Mubarak Shah.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Yun Zhai and Mubarak Shah

Reference 23

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-09T13:41:30.420564Z

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.

source=pdf_text observed=2026-08-09T13:41:29.333005Z digest=sha256:6db2c579cbeece2483b6b25a0edf5f9c525f706db2ed82a09a26377525828f7f

Observation 6d83bed3-185c-42aa-84ca-d52fade017d3 · outbound

This paper cites Enhancing HOI Detection with Contextual Cues from Large Vision-Language Models.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Enhancing HOI Detection with Contextual Cues from Large Vision-Language Models

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-09T13:41:29.714760Z

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.

source=pdf_text observed=2026-08-09T13:41:29.342740Z digest=sha256:d109896d5251553c3c4d10426c92cdc940d0ee476e4af6151352dbd805abc6da

Observation 7ea40f5c-4ee5-48c4-a604-90a1f18acae8 · outbound

This paper cites Zhang, Z.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Zhang, Z

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:33.553060Z

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.

source=pdf_text observed=2026-08-09T13:41:29.348291Z digest=sha256:ad29130e65f6c3bc5055b3b91098452acaa42d053ce6bffd2bc84866bfe1e012

Observation 8207a2ca-5565-4459-b833-24e664a11f97 · outbound

This paper cites an unresolved cited work.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Unresolved cited work

Reference 27

Resolution
verified exact
doi, observed 2026-08-09T13:41:29.438244Z

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.

source=pdf_text observed=2026-08-09T13:41:29.353480Z digest=sha256:cea608dfb471f2a49ffe39df5ac1a2e9a14bdb77553cf98c56da44fa869cb755

Observation eae3273f-9558-4806-aea7-060507b5cde8 · outbound

This paper cites 2023.3297218.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images 2023.3297218

Reference 29

Resolution
malformed identifier
arxiv_id_nonexistent, observed 2026-08-09T13:41:29.685549Z

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.

source=pdf_text observed=2026-08-09T13:41:29.363530Z digest=sha256:f4113f9c6ceb8a170065dcbc61f9a1bb9d6e2d1ca93cf2db8ac3cb0024f777cc

Observation ebbe8154-a627-4c5f-9a24-971c9671e746 · outbound

This paper cites While significant research has been conducted on im- age dehazing and semantic scene understanding for clear-weather images, SFSU remains relatively underexplored.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images While significant research has been conducted on im- age dehazing and semantic scene understanding for clear-weather images, SFSU remains relatively underexplored

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:33.520350Z

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.

source=pdf_text observed=2026-08-09T13:41:29.373154Z digest=sha256:b5896f8141bc7e471c020cedc3775dd715da989036480d56b147e147792989d5

Observation cbab7a9d-23aa-4342-965a-5a608cded3e0 · outbound

This paper cites an unresolved cited work.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:41:33.505173Z

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.

source=pdf_text observed=2026-08-09T13:41:29.378041Z digest=sha256:e406714258df9e9d6db929af5e2d7ebac10a61b767997ab496986234f54726b2

Observation d4b8774c-da29-4aa3-b2b3-06bde10fa037 · outbound

This paper cites E O BJECT DETECTION MODELS The detection pipeline incorporates various YOLO models, each optimized for specific applications.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images E O BJECT DETECTION MODELS The detection pipeline incorporates various YOLO models, each optimized for specific applications

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:33.490072Z

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.

source=pdf_text observed=2026-08-09T13:41:29.382983Z digest=sha256:dc21e422abf9ab31016cb603db230500083ec50fe30811482b61d71343fbe10e

Observation 6ab493af-598e-40c4-984c-d611fcbf45f1 · outbound

This paper cites Among the tested variants, the AOD-Net + YOLOv5x configuration achieved the highest mAP under clear conditions (0.6813).

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Among the tested variants, the AOD-Net + YOLOv5x configuration achieved the highest mAP under clear conditions (0.6813)

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T13:41:33.472781Z

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.

source=pdf_text observed=2026-08-09T13:41:29.387687Z digest=sha256:bed416b65ab9b68c17f499bf822fde5752dfe731d2504bca23bb5da8edb8cc35

Observation bad89eae-0991-477c-9b41-270e56828800 · outbound

This paper cites doi: 10.1145/ 1180639.1180824.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images doi: 10.1145/ 1180639.1180824

Reference 2006

Resolution
malformed identifier
arxiv_id_nonexistent, observed 2026-08-09T13:41:29.892849Z

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.

source=pdf_text observed=2026-08-09T13:41:29.337953Z digest=sha256:8006c43702eebe3c9d33c27864c4a2181ff63fcdb39d9934fa61e984d76e173b

Observation 90b12090-c283-46dd-b630-593d307b66ff · outbound

This paper cites 2011.6091977.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images 2011.6091977

Reference 2011

Resolution
malformed identifier
arxiv_id_nonexistent, observed 2026-08-09T13:41:31.628526Z

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.

source=pdf_text observed=2026-08-09T13:41:29.274939Z digest=sha256:5dadd6dabef06232e9b3f50b28d2ca7ca3dfe6b813f0923adfb857a888ef8abc

Observation 0f987865-8b52-42af-ad73-5f11bc88e640 · outbound

This paper cites A light transformer for speech-to-intent applications.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images A light transformer for speech-to-intent applications

Reference 2012

Resolution
metadata mismatch
local_arxiv, observed 2026-08-09T13:41:33.383217Z

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.

source=pdf_text observed=2026-08-09T13:41:29.226254Z digest=sha256:40c92b42c399592d5150a68758e39b518d2c5128b9692b7dfbc9b3ef3644d049

Observation 18af00f9-a032-4fce-860a-a20e629e4dae · outbound

This paper cites an unresolved cited work.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Unresolved cited work

Reference 2014

Resolution
malformed identifier
arxiv_id_nonexistent, observed 2026-08-09T13:41:32.521232Z

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.

source=pdf_text observed=2026-08-09T13:41:29.260265Z digest=sha256:44e6ab164fb92c1da90c980aa0466ca5ad630c583430d5575db15da6b032078c

Observation 98308e2c-b5f1-4b12-8686-6a59a656294a · outbound

This paper cites an unresolved cited work.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Unresolved cited work

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:29.358692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:29.358692Z digest=sha256:9dfc9744d903552dee3233284142baf2dcbf9daf9515d6acad8a405ce6263ddc

Observation fe36ffff-9fd7-4424-b10e-3d9c8aa522cf · outbound

This paper cites an unresolved cited work.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Unresolved cited work

Reference 2016

Resolution
verified exact
doi, observed 2026-08-09T13:41:29.465719Z

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.

source=pdf_text observed=2026-08-09T13:41:29.295370Z digest=sha256:d704dfcd494b5809fdd988244a966c121f5988ce46ef4e0c8c49942b0aad8b17

Observation 53b01f62-7e6d-4079-9c79-de874a20fbf7 · outbound

This paper cites Yihua Fan, Yongzhen Wang, Mingqiang Wei, Fu Lee Wang, and Haoran Xie.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Yihua Fan, Yongzhen Wang, Mingqiang Wei, Fu Lee Wang, and Haoran Xie

Reference 2017

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-09T13:41:33.362611Z

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.

source=pdf_text observed=2026-08-09T13:41:29.239264Z digest=sha256:faea58505d2750bccf774b3c2692090a17ed010f5d13f8aa505715ca34a8c868

Observation 8f3ef226-f299-45e1-9067-2d6a4cd5a50f · outbound

This paper cites Rong Tang, Qian Li, and Shaoen Tang.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Rong Tang, Qian Li, and Shaoen Tang

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:29.300207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:29.300207Z digest=sha256:c62131a6fe54e499e355e42ac5d6efed1e87361f2bd932ac9110ab71691fa28e

Observation 4c611e9c-8e25-4d2c-920a-59d96d545bf9 · outbound

This paper cites an unresolved cited work.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Unresolved cited work

Reference 2019

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-09T13:41:32.702517Z

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.

source=pdf_text observed=2026-08-09T13:41:29.255676Z digest=sha256:8e93f75de995dc4b9563a2b75f215cb7fce089e3a8abcd01678c2f31454bc791

Observation 9a939321-bc74-4a33-a4d8-a8dc1ede8cb6 · outbound

This paper cites an unresolved cited work.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Unresolved cited work

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-09T13:41:29.221171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:41:29.221171Z digest=sha256:b688d4ca107572ee818423912f197f29d8b768636b1094a6ec8e663f20819a5f

Observation f4452683-b369-4a90-b738-cdd8e35728f7 · outbound

This paper cites an unresolved cited work.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Unresolved cited work

Reference 2021

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-09T13:41:32.922029Z

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.

source=pdf_text observed=2026-08-09T13:41:29.250512Z digest=sha256:88f1d2a5cbea7e47759e45763445eabcfcc466eb972179dda10d8bba186b9b5e

Observation 9ec7aa09-b224-4431-b435-10f37cc23384 · outbound

This paper cites 2022.0131299.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images 2022.0131299

Reference 2022

Resolution
malformed identifier
arxiv_id_nonexistent, observed 2026-08-09T13:41:31.871157Z

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.

source=pdf_text observed=2026-08-09T13:41:29.269924Z digest=sha256:0da609fcbc86a7d0702f3ea61eb2cb4243a231aacf77a86c77fc43065a7a9590

Observation eb5a18c2-7ffd-413f-9052-1874e47dd26e · outbound

This paper cites Xiaochen Huang, Xiaofeng Wang, Qizhi Teng, Xiaohai He, and Honggang Chen.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Xiaochen Huang, Xiaofeng Wang, Qizhi Teng, Xiaohai He, and Honggang Chen

Reference 2023

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-09T13:41:33.124031Z

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.

source=pdf_text observed=2026-08-09T13:41:29.244840Z digest=sha256:f3fba6ca45ffeaacc53164240995e5473b6092ac8d522fe8a22f17159a607bb2

Observation 4984ebca-49ec-4b6b-9340-3961166cb111 · outbound

This paper cites an unresolved cited work.

From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-09T13:41:33.536297Z

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.

source=pdf_text observed=2026-08-09T13:41:29.368093Z digest=sha256:cfda4693acc6fc47cf83638c3c55fccfee184c42fefe545d41a9e15eccf5842b

Pith citing papers

No inbound Pith citation observations are available.