Paper Citation Record · LEDGER

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks

As of 20 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:1908.10267.

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

pith.paper-citation-record.v1
1908.10267 v2

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T10:51:33.066801Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:18:38.600118Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-15T23:18:39.366953Z

Reference resolution

28 of 28 outbound references displayed

verified exact2
verified fuzzy12
unresolved7
parse uncertain0
malformed identifier7
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 18274d94-ebf9-4b92-95f6-4d63e506e1ba · outbound

This paper cites Detection and removal of rain from videos,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Detection and removal of rain from videos,

Reference 1

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T10:51:33.648737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 91a3d072-b037-4a72-8ae0-11efa5da241c · outbound

This paper cites Utilizing local phase information to remove rain from video,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Utilizing local phase information to remove rain from video,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:51:33.632824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5415c789-71d0-40b9-ab43-4f33a55bd5ed · outbound

This paper cites Rain streak removal using layer priors,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Rain streak removal using layer priors,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:51:33.615183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b6a9910d-f310-45ba-8d11-83c7d275f3fc · outbound

This paper cites Removing rain from a single image via discriminative sparse coding,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Removing rain from a single image via discriminative sparse coding,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:51:33.597209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 731607ae-a3db-4f38-8f12-6e301f212785 · outbound

This paper cites Convolutional sparse and low-rank coding-based rain streak removal,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Convolutional sparse and low-rank coding-based rain streak removal,

Reference 5

Resolution: malformed identifier; no resolver link, observed 2026-08-14T10:51:32.915733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5e6e236-5cdb-4a06-abc3-c951e078b30d · outbound

This paper cites Robust low- rank subspace segmentation with ﬁnite mixture noise,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Robust low- rank subspace segmentation with ﬁnite mixture noise,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:51:33.578947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 73d32e85-4e98-4d89-9aa4-4bfec414d28c · outbound

This paper cites Removing rain from single images via a deep detail network,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Removing rain from single images via a deep detail network,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-14T10:51:32.929630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0751810-2565-4123-b270-a3e2c0b7449b · outbound

This paper cites Depth-attentional features for single-image rain removal,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Depth-attentional features for single-image rain removal,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:51:33.563519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7a6f7abb-ea92-4675-aeb0-7d17500be4e9 · outbound

This paper cites Recurrent squeeze-and- excitation context aggregation net for single image deraining,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Recurrent squeeze-and- excitation context aggregation net for single image deraining,

Reference 10

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T10:51:33.546636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b32d8402-a028-452a-a5ba-b3c8b0adc6dd · outbound

This paper cites Analysis of rain and snow in frequency space,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Analysis of rain and snow in frequency space,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T10:51:32.952493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faa637c9-b141-47be-b310-5d990cfdf0be · outbound

This paper cites Rain or snow detection in image sequences through use of a histogram of orientation of streaks,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Rain or snow detection in image sequences through use of a histogram of orientation of streaks,

Reference 12

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T10:51:33.527702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 22fb345b-b8aa-4a71-bbb3-579519dcb995 · outbound

This paper cites Removal of rain from videos: a review,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Removal of rain from videos: a review,

Reference 13

Resolution: verified exact; doi, observed 2026-08-14T10:51:33.145128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fc791e46-82d8-48c0-8e75-bf4932e9ed00 · outbound

This paper cites Automatic single-image- based rain streaks removal via image decomposition,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Automatic single-image- based rain streaks removal via image decomposition,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:51:33.505123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6dbc1c7e-99f6-4e25-bcc1-43ff8fae8b18 · outbound

This paper cites Joint bi-layer optimization for single-image rain streak removal,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Joint bi-layer optimization for single-image rain streak removal,

Reference 15

Resolution: malformed identifier; no resolver link, observed 2026-08-14T10:51:32.980326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e7a06a4-fdc3-4c8f-9c78-21eb609127d4 · outbound

This paper cites Deep joint rain detection and removal from a single image,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Deep joint rain detection and removal from a single image,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-14T10:51:32.986749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a2d7540-45c9-43f1-a491-44032dc8b3d2 · outbound

This paper cites Image De-raining Using a Conditional Generative Adversarial Network.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Image De-raining Using a Conditional Generative Adversarial Network

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T10:51:32.993140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4e282d7-9ff5-48b7-a515-a99321e88587 · outbound

This paper cites Deep Joint Rain Detection and Removal from a Single Image.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Deep Joint Rain Detection and Removal from a Single Image

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-14T10:51:32.998435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f1607c8-f7ec-4e59-af3a-b5c6444804c6 · outbound

This paper cites Density-aware single image de-raining using a multi-stream dense network,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Density-aware single image de-raining using a multi-stream dense network,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:51:33.487815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e6c38378-d7fe-4fbe-a716-12dabf1261c3 · outbound

This paper cites Residual-guide network for single image deraining,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Residual-guide network for single image deraining,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:51:33.464180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 11952e00-d9b8-4b28-8761-f41e2f432cf9 · outbound

This paper cites Squeeze-and-excitation networks,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Squeeze-and-excitation networks,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:51:33.435949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation de1631ed-5d20-4e17-a794-fb3dc9833d8d · outbound

This paper cites Batch normalization: Accelerating deep network training by reducing internal covariate shift,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Batch normalization: Accelerating deep network training by reducing internal covariate shift,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:51:33.405850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 49828655-ba76-4810-92c9-29fa60b01840 · outbound

This paper cites Delving deep into rectiﬁers: Surpassing human-level performance on imagenet classiﬁcation,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Delving deep into rectiﬁers: Surpassing human-level performance on imagenet classiﬁcation,

Reference 23

Resolution: malformed identifier; no resolver link, observed 2026-08-14T10:51:33.032189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51729dde-dbee-4600-8c25-08cf460665f5 · outbound

This paper cites Context-aware single image rain removal,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Context-aware single image rain removal,

Reference 24

Resolution: verified exact; doi, observed 2026-08-14T10:51:33.111809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c3b56eb4-8895-4f11-a23f-141526f93c51 · outbound

This paper cites Multi-Scale Context Aggregation by Dilated Convolutions.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Multi-Scale Context Aggregation by Dilated Convolutions

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T10:51:33.044134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc3c5012-ddfd-4ac5-b042-4a77348ec85d · outbound

This paper cites Adam: A Method for Stochastic Optimization.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Adam: A Method for Stochastic Optimization

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-14T10:51:33.049963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dc2eba6-2ebc-47c8-b40f-241719f82e5f · outbound

This paper cites Scope of validity of psnr in image/video quality assessment,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Scope of validity of psnr in image/video quality assessment,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:51:33.369986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fa491047-ab3d-4951-ab0b-69bcf985905c · outbound

This paper cites Image quality assessment: from error visibility to structural similarity,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks Image quality assessment: from error visibility to structural similarity,

Reference 28

Resolution: malformed identifier; no resolver link, observed 2026-08-14T10:51:33.061452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bf634ef-aa7d-42dd-8405-818619417ea5 · outbound

This paper cites A directional global sparse model for single image rain removal,.

DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks A directional global sparse model for single image rain removal,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T10:51:33.351624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation 4134e53b-6378-4c6b-9640-9ea435d152fe · inbound

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal cites this paper.

SSH-Net: A Self-Supervised and Hybrid Network for Noisy Image Watermark Removal DRD-Net: Detail-recovery Image Deraining via Context Aggregation Networks

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-15T23:18:39.390099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.