Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T23:09:36.231069Z
Paper Citation Record · LEDGER
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos
As of 23 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 1 inbound Pith citation observation for arXiv:2506.19445.
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 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T09:52:42.761062Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
33 of 33 outbound references displayed
- verified exact0
- verified fuzzy28
- unresolved4
- parse uncertain1
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 64ebf67e-72f6-4430-81dd-c7dbde85c05e · outbound
This paper cites A neural approach to blind motion deblur- ring.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos A neural approach to blind motion deblur- ring
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:44.461395Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3f0ae1a7-a201-4e81-9c0f-248c7c4af90c · outbound
This paper cites Simple Baselines for Image Restoration.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Simple Baselines for Image Restoration
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:09:31.308449Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36b4e6cf-4a78-4563-a9ee-6bd64f93580e · outbound
This paper cites Fast motion deblurring.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Fast motion deblurring
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:44.254288Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1cdbc5d4-c12f-4f48-b1fc-48428bd71fc9 · outbound
This paper cites Rethinking coarse-to-fine approach in single image deblurring.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Rethinking coarse-to-fine approach in single image deblurring
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:44.050971Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0c801073-4db5-4e99-93ce-e36f9894fff7 · outbound
This paper cites Image restoration via frequency selection.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Image restoration via frequency selection.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:43.820043Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 671ae4d8-cf09-4652-88b1-8878d8ffaca4 · outbound
This paper cites Roweis, and William T.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Roweis, and William T
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:43.555146Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation cbcf6ee1-4e87-4666-b7dd-00a33292a350 · outbound
This paper cites Zitnick, Michael Cohen, and Brian Curless.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Zitnick, Michael Cohen, and Brian Curless
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:43.324951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7199067b-7bc8-4540-a6a7-2ed056787a20 · outbound
This paper cites Space-variant single-image blind deconvolution for removing camera shake.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Space-variant single-image blind deconvolution for removing camera shake
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:43.103106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 287f22e5-7fe9-4844-9195-b233e9e124d0 · outbound
This paper cites Schuler, Stefan Harmeling, and Bernhard Schölkopf.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Schuler, Stefan Harmeling, and Bernhard Schölkopf
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:42.907715Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 663550dc-8d69-435f-bf6e-30044edefc06 · outbound
This paper cites Mohler, Bernhard Scholkopf, and Stefan Harmeling.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Mohler, Bernhard Scholkopf, and Stefan Harmeling
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:42.685723Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3f675126-5811-44f0-9371-f10986ce0ee2 · outbound
This paper cites Efficient frequency domain-based trans- formers for high-quality image deblurring.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Efficient frequency domain-based trans- formers for high-quality image deblurring
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:42.419199Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 9738e67d-a089-4c65-8a49-9d1f1a809b3e · outbound
This paper cites Efficient visual state space model for image deblur- ring, 2024.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Efficient visual state space model for image deblur- ring, 2024
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:42.241345Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 82c55f68-3a1e-47a7-96f5-1a1cb5c8bac9 · outbound
This paper cites A Comparative Study for Single Image Blind Deblurring.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos A Comparative Study for Single Image Blind Deblurring
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:41.996773Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c3794b2b-4e8c-462f-9167-24eb3fc608f2 · outbound
This paper cites Free- man.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Free- man
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:41.684924Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 29c284ac-1d92-4576-9aca-dacf191101fb · outbound
This paper cites Intriguing findings of frequency selection for image deblurring.Proceedings of the AAAI Conference on Artificial Intelligence, 37(2):1905–1913, 2023.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Intriguing findings of frequency selection for image deblurring.Proceedings of the AAAI Conference on Artificial Intelligence, 37(2):1905–1913, 2023
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:41.341695Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2f0ea6a1-02c3-4aed-9aaa-733572a6d3f6 · outbound
This paper cites Adarevd: Adaptive patch exiting reversible decoder pushes the limit of image deblurring.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Adarevd: Adaptive patch exiting reversible decoder pushes the limit of image deblurring
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:41.038748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b7c401e8-57ee-40b9-8f5e-40a4cc5cbd8f · outbound
This paper cites Loformer: Local frequency transformer for image deblurring, 2024.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Loformer: Local frequency transformer for image deblurring, 2024
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:40.733701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7eab60d9-9f9d-451e-8299-0bf5ab8867e3 · outbound
This paper cites Deep multi-scale convolutional neural network for dynamic scene deblurring.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Deep multi-scale convolutional neural network for dynamic scene deblurring
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:40.474744Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation cd0ec0a8-429f-4cd0-858c-a267a495f326 · outbound
This paper cites Deblurring images via dark channel prior.IEEE Trans.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Deblurring images via dark channel prior.IEEE Trans
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:40.265625Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a556fa15-814b-4714-b714-db14e6d84f3e · outbound
This paper cites Real-world blur dataset for learning and benchmarking de- blurring algorithms.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Real-world blur dataset for learning and benchmarking de- blurring algorithms
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:40.050925Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 675fa90e-b616-44b4-b5e8-719cb6dcd0c9 · outbound
This paper cites Schuler, Michael Hirsch, Stefan Harmeling, and Bernhard Schölkopf.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Schuler, Michael Hirsch, Stefan Harmeling, and Bernhard Schölkopf
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:39.652910Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 20f01825-d104-4558-b895-6d1660d5822c · outbound
This paper cites High-quality motion deblurring from a single image.ACM Trans.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos High-quality motion deblurring from a single image.ACM Trans
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:39.481911Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 29b9f410-2fcd-4a01-b27a-ecc43d56faab · outbound
This paper cites Human-aware motion deblur- ring.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Human-aware motion deblur- ring
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:39.237808Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bb4ba9b7-420e-427c-b6c9-2a9eb11f1cff · outbound
This paper cites Learn- ing a convolutional neural network for non-uniform motion blur removal.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Learn- ing a convolutional neural network for non-uniform motion blur removal
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:38.913144Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 62c6c670-ab31-45f7-ab43-5ceaec14997a · outbound
This paper cites Edge- based blur kernel estimation using patch priors.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Edge- based blur kernel estimation using patch priors
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:38.668518Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation fad37c4b-eac5-48ec-bcb5-8a0a7ec6ad9e · outbound
This paper cites an unresolved cited work.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:09:38.407423Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7ad44b7d-cc77-4061-b8c2-0064fc8f213c · outbound
This paper cites Two-phase kernel estimation for ro- bust motion deblurring.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Two-phase kernel estimation for ro- bust motion deblurring
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:38.054113Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 02ec2092-aacc-41b0-b465-f87f4ecd6d59 · outbound
This paper cites Unnatural l0 sparse representation for natural image deblurring.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Unnatural l0 sparse representation for natural image deblurring
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:37.664642Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 137ff7b6-e608-40a0-a515-7d6f5ca91159 · outbound
This paper cites an unresolved cited work.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:09:37.284057Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6e6bbe55-5b96-40af-97a9-108d1ccccfe9 · outbound
This paper cites Multi-Stage Progressive Image Restoration.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Multi-Stage Progressive Image Restoration
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:36.917721Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a725d7f7-ab67-4545-987f-36125fee900f · outbound
This paper cites Restormer: Efficient transformer for high-resolution image restoration.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Restormer: Efficient transformer for high-resolution image restoration
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:09:36.025426Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64e4fa10-0fec-4639-a8f9-e94e014c9cf7 · outbound
This paper cites Deep stacked hierarchical multi-patch network for image deblurring.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Deep stacked hierarchical multi-patch network for image deblurring
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:09:36.618254Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d5b8171a-c76a-44c2-8aca-19353b17ce09 · outbound
This paper cites an unresolved cited work.
Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos Unresolved cited work
Reference 2020
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-06T23:09:39.901096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Pith citing papers
Observation 5e24cb26-fbff-4995-b01b-76b66179f5a4 · inbound
RealVDeblur: One-Step Diffusion for Generalizable Real-World Video Deblurring cites this paper.
RealVDeblur: One-Step Diffusion for Generalizable Real-World Video Deblurring Deblurring in the Wild: A Real-World Image Deblurring Dataset from Smartphone High-Speed Videos
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T09:52:42.761062Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.