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Cross-Attention Based Two-Branch Networks for Document Image Forgery Localization in the Metaverse

https://doi.org/10.1145/3686158
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/int.22792openalex-snapshot
Document images forgery localization using a two‐stream network
inferredcites →https://doi.org/10.1007/978-3-030-01234-2_1openalex-snapshot
CBAM: Convolutional Block Attention Module
inferredcites →https://doi.org/10.1007/978-3-030-58452-8_13openalex-snapshot
End-to-End Object Detection with Transformers
inferredcites →https://doi.org/10.1007/978-3-319-46493-0_38openalex-snapshot
Identity Mappings in Deep Residual Networks
inferredcites →https://doi.org/10.1016/0045-7906(95)90001-2openalex-snapshot
Computers and electrical engineering
inferredcites →https://doi.org/10.1016/j.caeai.2022.100052openalex-snapshot
A conceptual framework for determining metaverse adoption in higher institutions of gulf area: An empirical study using hybrid SEM-ANN approach
inferredcites →https://doi.org/10.1016/j.compeleceng.2022.107770openalex-snapshot
Deep feature extraction for document forgery detection with convolutional autoencoders
inferredcites →https://doi.org/10.1016/j.iot.2023.100884openalex-snapshot
Metaverse applications in smart cities: Enabling technologies, opportunities, challenges, and future directions
inferredcites →https://doi.org/10.1016/j.patcog.2022.109026openalex-snapshot
Image manipulation detection by multiple tampering traces and edge artifact enhancement
inferredcites →https://doi.org/10.1016/j.scs.2022.103842openalex-snapshot
Sustainable society via complexity analysis of the relationship between virtual game reward mechanism and addiction
inferredcites →https://doi.org/10.1016/j.sigpro.2023.109299openalex-snapshot
Adaptive embedding combining LBE and IBBE for high-capacity reversible data hiding in encrypted images
inferredcites →https://doi.org/10.1016/s0898-1221(96)90463-0openalex-snapshot
Advances in neural information processing systems 7
inferredcites →https://doi.org/10.1109/3dv.2016.79openalex-snapshot
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation
inferredcites →https://doi.org/10.1109/3dv40526.2016openalex-snapshot
2016 Fourth International Conference on 3D Vision (3DV)
inferredcites →https://doi.org/10.1109/chinasip30208.2013openalex-snapshot
2013 IEEE China Summit and International Conference on Signal and Information Processing
inferredcites →https://doi.org/10.1109/cvpr.2018.00378openalex-snapshot
Relation Networks for Object Detection
inferredcites →https://doi.org/10.1109/cvpr.2018.00745openalex-snapshot
Squeeze-and-Excitation Networks
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00240openalex-snapshot
ObjectFormer for Image Manipulation Detection and Localization
inferredcites →https://doi.org/10.1109/cvpr52729.2023.00575openalex-snapshot
Towards Robust Tampered Text Detection in Document Image: New Dataset and New Solution
inferredcites →https://doi.org/10.1109/cvprw.2019.00010openalex-snapshot
RRU-Net: The Ringed Residual U-Net for Image Splicing Forgery Detection
inferredcites →https://doi.org/10.1109/cvprw.2019.00117openalex-snapshot
Channel Attention Networks
inferredcites →https://doi.org/10.1109/cvprw56347.2022.00018openalex-snapshot
GCA-Net : Utilizing Gated Context Attention for Improving Image Forgery Localization and Detection
inferredcites →https://doi.org/10.1109/iccv.2019.00338openalex-snapshot
Attention Augmented Convolutional Networks
inferredcites →https://doi.org/10.1109/icme.2002.1035358openalex-snapshot
2002 IEEE International Conference on Multimedia and Expo
inferredcites →https://doi.org/10.1109/icme.2006.262447openalex-snapshot
Detecting Image Splicing using Geometry Invariants and Camera Characteristics Consistency
inferredcites →https://doi.org/10.1109/jiot.2022.3228781openalex-snapshot
Exploiting Semi-Tensor Product Compressed Sensing and Hybrid Cloud for Secure Medical Image Transmission
inferredcites →https://doi.org/10.1109/jiot.2023.3278329openalex-snapshot
A Survey on the Metaverse: The State-of-the-Art, Technologies, Applications, and Challenges
inferredcites →https://doi.org/10.1109/jiot.2023.3301042openalex-snapshot
Privacy-Preserving TPE-Based JPEG Image Retrieval in Cloud-Assisted Internet of Things
inferredcites →https://doi.org/10.1109/lsp.2022.3172617openalex-snapshot
ET: Edge-Enhanced Transformer for Image Splicing Detection
inferredcites →https://doi.org/10.1109/lsp.2023.3279018openalex-snapshot
TBFormer: Two-Branch Transformer for Image Forgery Localization
inferredcites →https://doi.org/10.1109/mts.2018.2826060openalex-snapshot
The Social Metaverse: Battle for Privacy
inferredcites →https://doi.org/10.1109/ojcs.2023.3245801openalex-snapshot
Financial Crimes in Web3-Empowered Metaverse: Taxonomy, Countermeasures, and Opportunities
inferredcites →https://doi.org/10.1109/tcss.2022.3220420openalex-snapshot
Fake News in Virtual Community, Virtual Society, and Metaverse: A Survey
inferredcites →https://doi.org/10.1109/tcsvt.2022.3220630openalex-snapshot
CNN-Transformer Based Generative Adversarial Network for Copy-Move Source/ Target Distinguishment
inferredcites →https://doi.org/10.1109/tnnls.2022.3204390openalex-snapshot
A Conformable Moments-Based Deep Learning System for Forged Handwriting Detection
inferredcites →https://doi.org/10.1109/tpami.2022.3180556openalex-snapshot
MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection
inferredcites →https://doi.org/10.1109/trustcom56396.2022openalex-snapshot
2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)
inferredcites →https://doi.org/10.1109/trustcom56396.2022.00113openalex-snapshot
Robust Document Image Forgery Localization Against Image Blending
inferredcites →https://doi.org/10.1109/wacv56688.2023.00462openalex-snapshot
CFL-Net: Image Forgery Localization Using Contrastive Learning
inferredcites →https://doi.org/10.1109/wifs19111.2011openalex-snapshot
2011 IEEE International Workshop on Information Forensics and Security
inferredcites →https://doi.org/10.1145/2487268.2487272openalex-snapshot
A generalized tamper localization approach for reversible watermarking algorithms
inferredcites →https://doi.org/10.1145/3176650openalex-snapshot
Analytical Global Median Filtering Forensics Based on Moment Histograms
inferredcites →https://doi.org/10.1145/3183518openalex-snapshot
Contrast Enhancement Estimation for Digital Image Forensics
inferredcites →https://doi.org/10.1145/3408299openalex-snapshot
Controlling Neural Learning Network with Multiple Scales for Image Splicing Forgery Detection
inferredcites →https://doi.org/10.1145/3548689openalex-snapshot
PRNU-based Image Forgery Localization with Deep Multi-scale Fusion
inferredcites →https://doi.org/10.11959/j.issn.2096-109x.2022035openalex-snapshot
Tampered text detection via RGB and frequency relationship modeling
inferredcites →https://doi.org/10.26599/bdma.2022.9020047openalex-snapshot
Security and Privacy in Metaverse: A Comprehensive Survey
inferredcites →https://doi.org/10.3390/e24010118openalex-snapshot
MFAN: Multi-Level Features Attention Network for Fake Certificate Image Detection
inferredcites →https://doi.org/10.48550/arxiv.1912.01703openalex-snapshot
PyTorch: An Imperative Style, High-Performance Deep Learning Library
inferredcites →https://doi.org/10.48550/arxiv.2105.15203openalex-snapshot
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
inferredcites →https://doi.org/10.57019/jmv.1286526openalex-snapshot
Metaverse: Security and Privacy Concerns

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-032-04627-7_18openalex-snapshot
DocAI-TL: Structured Document Tampering Localization with DocAI Model
inferred← citeshttps://doi.org/10.1007/978-3-032-23453-7_6openalex-snapshot
Document Image Tampering Detection Based on Multi-domain Feature Consistency
inferred← citeshttps://doi.org/10.1007/978-3-032-36023-6_7openalex-snapshot
DocQT: Improving Document Forgery Localization Robustness via Diverse JPEG Quantization Tables
inferred← citeshttps://doi.org/10.1007/s00530-025-01874-7openalex-snapshot
CCM-Net: image splicing localization network based on context-aware and cross-domain multi-scale fusion
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.133277openalex-snapshot
Detecting diffusion-based text tampering in scene images based on multi-scale feature fusion
inferred← citeshttps://doi.org/10.1109/cvprf71909.2026.00697openalex-snapshot
Towards Generalization of Scene Text Tampering Localization Via Causal Invariance
inferred← citeshttps://doi.org/10.1109/icisessc68634.2026.11542802openalex-snapshot
Hybrid Multi-Feature Framework for Robust Digital Image Forgery Detection Using CNN Models
inferred← citeshttps://doi.org/10.1109/isacc65211.2025.10969257openalex-snapshot
Localized Forgery Detection: Integrating DeepLabV3 With Error Level Analysis
inferred← citeshttps://doi.org/10.1145/3746027.3755803openalex-snapshot
From Pixels to Semantics: A Novel MLLM-Driven Approach for Explainable Tampered Text Detection
inferred← citeshttps://doi.org/10.1145/3747296openalex-snapshot
Multi-spectral Class Center Network for Face Manipulation Localization
inferred← citeshttps://doi.org/10.1145/3805622.3810796openalex-snapshot
DocForensic: A VMamba-Wavelet Cross-Attention Network for Document Image Tampering Localization
inferred← citeshttps://doi.org/10.48084/etasr.20066openalex-snapshot
Multi-Scale Wavelet-Guided Dictionary Initialization for Sparse Representation-Based Image Compression
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