SOTAVerified

Image Manipulation

Image Manipulation is the process of altering or transforming an existing image to achieve a desired effect or to modify its content. This can involve various techniques and tools to enhance, modify, or create images based on specific requirements.

Papers

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Showing 51–100 of 427 papers

TitleStatusHype
ForgeryTTT: Zero-Shot Image Manipulation Localization with Test-Time Training—0
FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language ModelsCode0
Wavelet-Driven Generalizable Framework for Deepfake Face Forgery DetectionCode1
Perturb, Attend, Detect and Localize (PADL): Robust Proactive Image Defense—0
Enhanced Wavelet Scattering Network for image inpainting detectionCode0
AIM 2024 Sparse Neural Rendering Challenge: Methods and Results—0
Click2Mask: Local Editing with Dynamic Mask GenerationCode1
A Noise and Edge extraction-based dual-branch method for Shallowfake and Deepfake Localization—0
Digital Image Forensics: A quantitative & qualitative comparison between State-of-the-art-AI and Traditional Techniques for detection and localization of image manipulationsCode0
Enabling Local Editing in Diffusion Models by Joint and Individual Component Analysis—0
FastForensics: Efficient Two-Stream Design for Real-Time Image Manipulation Detection—0
Localization of Synthetic Manipulations in Western Blot ImagesCode0
Task-Oriented Diffusion Inversion for High-Fidelity Text-based Editing—0
AIM 2024 Challenge on Compressed Video Quality Assessment: Methods and ResultsCode1
DAAD: Dynamic Analysis and Adaptive Discriminator for Fake News DetectionCode1
TextSleuth: A New Dataset and Baseline for Scene Text Manipulation DetectionCode0
Harmfully Manipulated Images Matter in Multimodal Misinformation DetectionCode1
TGIF: Text-Guided Inpainting Forgery DatasetCode1
Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and SynthesisCode1
DLOVE: A new Security Evaluation Tool for Deep Learning Based Watermarking Techniques—0
M^3:Manipulation Mask Manufacturer for Arbitrary-Scale Super-Resolution Mask—0
Recompression Based JPEG Tamper Detection and Localization Using Deep Neural Network Eliminating Compression Factor Dependency—0
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and LocalizationCode3
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps—0
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & LocalizationCode3
Varying Manifolds in Diffusion: From Time-varying Geometries to Visual Saliency—0
Blind Data Adaptation to tackle Covariate Shift in Operational Steganalysis—0
EmoEdit: Evoking Emotions through Image Manipulation—0
SEED-Data-Edit Technical Report: A Hybrid Dataset for Instructional Image EditingCode4
Deep Image Restoration For Image Anti-ForensicsCode0
Research on Splicing Image Detection Algorithms Based on Natural Image Statistical Characteristics—0
ClickDiffusion: Harnessing LLMs for Interactive Precise Image EditingCode2
Deep Image Composition Meets Image ForgeryCode1
Grid Diffusion Models for Text-to-Video Generation—0
Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic ReasoningCode1
ReNoise: Real Image Inversion Through Iterative NoisingCode3
Generalized Consistency Trajectory Models for Image ManipulationCode1
DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image ManipulationCode2
FKA-Owl: Advancing Multimodal Fake News Detection through Knowledge-Augmented LVLMs—0
Towards the Detection of AI-Synthesized Human Face Images—0
Exploring Saliency Bias in Manipulation DetectionCode0
Point and Instruct: Enabling Precise Image Editing by Unifying Direct Manipulation and Text Instructions—0
An Inpainting-Infused Pipeline for Attire and Background Replacement—0
Visual Text Meets Low-level Vision: A Comprehensive Survey on Visual Text Processing—0
Closed-Loop Unsupervised Representation Disentanglement with β-VAE Distillation and Diffusion Probabilistic Feedback—0
Repositioning the Subject within ImageCode1
Learning to Manipulate Artistic ImagesCode1
CIMGEN: Controlled Image Manipulation by Finetuning Pretrained Generative Models on Limited Data—0
Key-point Guided Deformable Image Manipulation Using Diffusion Model—0
A Visually Attentive Splice Localization Network with Multi-Domain Feature Extractor and Multi-Receptive Field Upsampler—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Pix2PixHD-SIALPIPS (S1)0.44—Unverified
2TPSLPIPS (S1)0.12—Unverified