Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:59:38.436110Z
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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.
Pith citing papers
No inbound Pith citation observations are available.