Paper Citation Record · LEDGER

Dark Channel-Assisted Depth-from-Defocus from a Single Image

As of 8 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2506.06643.

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

pith.paper-citation-record.v1
2506.06643 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:59:38.436110Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

27 of 27 outbound references displayed

verified exact0
verified fuzzy26
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15f3d8b2-7c95-4505-a5e5-71c186cedd97 · outbound

This paper cites Extracting depth and radiance from a defocused video pair,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Extracting depth and radiance from a defocused video pair,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:43.082434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f0dd58ad-b1a8-405e-8b6f-ddb56641d9b2 · outbound

This paper cites Discriminative filters for depth from defocus,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Discriminative filters for depth from defocus,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:42.895174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 08785ac7-ca84-484e-b0a4-46e68f30c4ef · outbound

This paper cites Depth map estimation using defocus and motion cues,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Depth map estimation using defocus and motion cues,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:42.738976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c03eba3b-dae0-40ea-ba52-ff6466439458 · outbound

This paper cites Focus on defocus: bridging the synthetic to real domain gap for depth estimation,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Focus on defocus: bridging the synthetic to real domain gap for depth estimation,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:42.613475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d567ed9b-3202-42e4-97c7-e07cefa256df · outbound

This paper cites Self-supervised single-image depth estimation from focus and defocus clues,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Self-supervised single-image depth estimation from focus and defocus clues,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:42.439430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c098e496-5a19-4e90-8f23-d0c2e6f7b034 · outbound

This paper cites Multi image depth from defocus network with boundary cue for dual aperture camera,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Multi image depth from defocus network with boundary cue for dual aperture camera,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:42.310060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e4c6eade-5fd0-40e7-a83d-416a5dfec6ce · outbound

This paper cites Fully self-supervised depth estimation from defocus clue,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Fully self-supervised depth estimation from defocus clue,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:42.087095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7003bc32-6e1c-4bba-bcb4-f586133fd49b · outbound

This paper cites Self-supervised spatially variant psf estimation for aberration-aware depth-from-defocus,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Self-supervised spatially variant psf estimation for aberration-aware depth-from-defocus,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:41.832673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b55021b5-527f-433d-b0de-1d8a2b08f363 · outbound

This paper cites Deep depth from focal stack with defocus model for camera-setting invariance,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Deep depth from focal stack with defocus model for camera-setting invariance,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:41.580541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 68229679-a7f5-48e4-a919-47f8d345ec25 · outbound

This paper cites Depth estimation and blur removal from a single out-of-focus image.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Depth estimation and blur removal from a single out-of-focus image

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:41.317597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4c065514-e56e-48ca-9ffd-7177b12da3c5 · outbound

This paper cites Deep depth from defocus: how can defocus blur improve 3d estimation using dense neural networks?.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Deep depth from defocus: how can defocus blur improve 3d estimation using dense neural networks?

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:41.045529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3705b10f-7882-49f6-b5c6-6978cdb69294 · outbound

This paper cites Lens parameter estimation for realistic depth of field modeling,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Lens parameter estimation for realistic depth of field modeling,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:40.748985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c0097ac0-a33d-42b0-807d-9cbc5a686702 · outbound

This paper cites Camera- independent single image depth estimation from defocus blur,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Camera- independent single image depth estimation from defocus blur,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:40.507616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a93f2120-1793-41ad-ba97-173079a1f962 · outbound

This paper cites Single image depth estimation trained via depth from defocus cues,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Single image depth estimation trained via depth from defocus cues,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:40.341430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aa22e5ae-ac42-498c-aba2-eebf26d8cf5f · outbound

This paper cites Single image depth estimation using edge extraction network and dark channel prior,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Single image depth estimation using edge extraction network and dark channel prior,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:40.095139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d074ee62-f72f-4901-b235-199a4e989d25 · outbound

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

Dark Channel-Assisted Depth-from-Defocus from a Single Image Single image haze removal using dark channel prior,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:37.696985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 850cf373-161d-44a8-a1e0-dc0732c7eafa · outbound

This paper cites An enhanced window-variant dark channel prior for depth estimation using single foggy image,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image An enhanced window-variant dark channel prior for depth estimation using single foggy image,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:39.906586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4d1595dd-9106-46c9-85e0-214e43fa6596 · outbound

This paper cites Underwater camera: Improving visual perception via adaptive dark pixel prior and color correction,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Underwater camera: Improving visual perception via adaptive dark pixel prior and color correction,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:39.801285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a53c3bd6-5ec3-41b7-8270-2b75cf4d92c0 · outbound

This paper cites Image deblurring via extreme channels prior,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Image deblurring via extreme channels prior,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:39.673816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9c366706-e363-4572-b72e-51aee4ad9e9b · outbound

This paper cites Deblurring images via dark channel prior,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Deblurring images via dark channel prior,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:39.522087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e7b64038-7bf9-4eac-a31b-d3e67a64af72 · outbound

This paper cites Dark and bright channel prior embedded network for dynamic scene deblurring,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Dark and bright channel prior embedded network for dynamic scene deblurring,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:39.374574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c9d4e3b2-38d5-4dbe-b2b0-966635085348 · outbound

This paper cites Indoor segmentation and support inference from rgbd images,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Indoor segmentation and support inference from rgbd images,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:39.248293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation da894e4e-06e6-41c7-830b-0bfa5d896272 · outbound

This paper cites Towards robust monocular depth estimation: Mixing datasets for zero-shot cross- dataset transfer,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Towards robust monocular depth estimation: Mixing datasets for zero-shot cross- dataset transfer,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:39.126681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fd042620-b4d2-46dd-b1b6-2b68b43f3f13 · outbound

This paper cites Rethinking depthwise separable convolu- tions: How intra-kernel correlations lead to improved mobilenets,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Rethinking depthwise separable convolu- tions: How intra-kernel correlations lead to improved mobilenets,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:38.971754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 193d171b-b902-481d-88f6-d02801db6cf8 · outbound

This paper cites Depth and dof cues make a better defocus blur detector,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Depth and dof cues make a better defocus blur detector,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:38.815008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1edad3fd-c935-43ec-9e16-97ca76eda6c6 · outbound

This paper cites P3depth: Monocular depth estimation with a piecewise planarity prior,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image P3depth: Monocular depth estimation with a piecewise planarity prior,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:38.705846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d3ab31ca-a1a3-4d38-ba5a-925d8599e3ec · outbound

This paper cites Repurposing diffusion-based image generators for monoc- ular depth estimation,.

Dark Channel-Assisted Depth-from-Defocus from a Single Image Repurposing diffusion-based image generators for monoc- ular depth estimation,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:59:38.584904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.