Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T14:04:12.326510Z
Paper Citation Record · LEDGER
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization
As of 20 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2412.12503.
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 2026-08-19T06:32:44.657259+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
26 of 26 outbound references displayed
- verified exact0
- verified fuzzy23
- unresolved3
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 99a0e0bc-2019-4b35-b4da-9e9dadfeee73 · outbound
This paper cites an unresolved cited work.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T14:04:12.669548Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 360d2d80-70d2-4ca9-aa8d-a8cd67b7ecc2 · outbound
This paper cites D-Net: A dual-encoder network for image splicing forgery detection and localization.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization D-Net: A dual-encoder network for image splicing forgery detection and localization
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.659970Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0d1ce4dd-4168-4686-be42-e1c4fc0cfcfe · outbound
This paper cites Feature Aggregation and Region-Aware Learning for Detection of Splicing Forgery.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Feature Aggregation and Region-Aware Learning for Detection of Splicing Forgery
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.649980Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9135f6fb-d90c-4900-9b99-2e07bc9b7f87 · outbound
This paper cites A robust copy-move forgery detection technique based on discrete cosine transform and cellular automata.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization A robust copy-move forgery detection technique based on discrete cosine transform and cellular automata
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.639189Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 577e3d68-7243-4e8e-a520-2d7d5717a45b · outbound
This paper cites Lightweight and high-precision network for image copy-move forgery detection.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Lightweight and high-precision network for image copy-move forgery detection
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.627640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a8f17093-5fd3-47d7-a45c-36f5ee0879f5 · outbound
This paper cites Passive Forgery Detection Techniques:A Survey.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Passive Forgery Detection Techniques:A Survey
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.615408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9e22afa5-96c7-4e68-8249-e601791f9103 · outbound
This paper cites Generate, Segment, and Refine: Towards Generic Manipulation Segmentation.Proceedings of the AAAI Conference on Artificial Intelligence , 34:13058–13065, 04 2020.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Generate, Segment, and Refine: Towards Generic Manipulation Segmentation.Proceedings of the AAAI Conference on Artificial Intelligence , 34:13058–13065, 04 2020
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.602184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ca16ac54-34e2-4aff-b668-91ca3911107f · outbound
This paper cites TruFor: Leveraging All-Round Clues for Trust- worthy Image Forgery Detection and Localization.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization TruFor: Leveraging All-Round Clues for Trust- worthy Image Forgery Detection and Localization
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.588008Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4ebfaa6c-24c1-4b65-9bbf-d512f6bb6f68 · outbound
This paper cites Detecting Recompression of JPEG Images via Periodicity Analysis of Compression Artifacts for Tampering Detection.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Detecting Recompression of JPEG Images via Periodicity Analysis of Compression Artifacts for Tampering Detection
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.574534Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 347187aa-25c2-4c0b-b168-9cf3ee2a7d57 · outbound
This paper cites Image splicing localization using PCA-based noise level estimation.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Image splicing localization using PCA-based noise level estimation
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.561870Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c6868051-5b35-40b6-8c5d-7fc4ce9bee91 · outbound
This paper cites Detecting Image Splicing Based on Noise Level Inconsistency.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Detecting Image Splicing Based on Noise Level Inconsistency
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.548941Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5bb30eef-9657-4ea6-a3eb-27e197d98445 · outbound
This paper cites Lecun, L.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Lecun, L
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.536052Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e056314e-5e37-4934-a347-cf779b6cf17c · outbound
This paper cites Gomez, Łukasz Kaiser, and Illia Polosukhin.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Gomez, Łukasz Kaiser, and Illia Polosukhin
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:04:12.277272Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d2eee85-97c0-4c46-86a6-54ebbc42cb84 · outbound
This paper cites ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.515482Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cc09ea86-bba0-44c7-aa7c-70b9dca6a635 · outbound
This paper cites PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipula- tion Detection and Localization.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipula- tion Detection and Localization
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.504693Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5ba0305b-af85-42e1-8e60-168ee5fd66ca · outbound
This paper cites Hierarchical Fine-Grained Image Forgery Detection and Localization.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Hierarchical Fine-Grained Image Forgery Detection and Localization
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.492879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7100db76-f891-46a4-a6e8-7039f6ff10c6 · outbound
This paper cites Alvarez, and Ping Luo.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Alvarez, and Ping Luo
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.481454Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 37a9ab19-a172-43e6-a6e7-fbaa2fc89489 · outbound
This paper cites Cond- Conv: Conditionally Parameterized Convolutions for Efficient Inference.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Cond- Conv: Conditionally Parameterized Convolutions for Efficient Inference
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.469387Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dac9b38b-749b-4e41-9f76-46708043e008 · outbound
This paper cites MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.456231Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c98c36f0-6cf2-448e-81d0-5a4a71fb7000 · outbound
This paper cites an unresolved cited work.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T14:04:12.442560Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3dc2839b-6c11-4bce-9561-5dee2d452bab · outbound
This paper cites Non- local Neural Networks.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Non- local Neural Networks
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.429369Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 83e6b521-44b5-4f73-879c-3487ac289218 · outbound
This paper cites Squeeze-and-Excitation Networks.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Squeeze-and-Excitation Networks
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.415274Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f93df803-23a7-4315-94e5-02637f84cb33 · outbound
This paper cites Defacto: Image and face manipulation dataset.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Defacto: Image and face manipulation dataset
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.402363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ab41c302-8b88-45d8-a8f4-1482d9bc3a09 · outbound
This paper cites Hsu and S.-F.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Hsu and S.-F
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.388150Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7119166c-3dc8-41bd-a570-54e67a3ad687 · outbound
This paper cites CASIA Image Tampering Detection Evaluation Database.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization CASIA Image Tampering Detection Evaluation Database
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.374397Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0cbd4541-a439-4ea1-9793-598b4d5f88d8 · outbound
This paper cites Yates, Andrew Delgado, Daniel Zhou, Timothee Kheyrkhah, Jeff Smith, and Jonathan Fiscus.
Multi-Scale Cross-Fusion and Edge-Supervision Network for Image Splicing Localization Yates, Andrew Delgado, Daniel Zhou, Timothee Kheyrkhah, Jeff Smith, and Jonathan Fiscus
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:04:12.360388Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Pith citing papers
No inbound Pith citation observations are available.