Localization of JPEG double compression through multi-domain convolutional neural networks

6 June 2017

Papers citing "Localization of JPEG double compression through multi-domain convolutional neural networks"

27 / 27 papers shown

Title
TMFNet: Two-Stream Multi-Channels Fusion Networks for Color Image Operation Chain Detection Yakun Niu Lei Tan Lei Zhang Xianyu Zuo 20 1 0 12 Sep 2024
On the exploitation of DCT statistics for cropping detectors Claudio Vittorio Ragaglia Francesco Guarnera Sebastiano Battiato 32 0 0 21 Mar 2024
Datasets, Clues and State-of-the-Arts for Multimedia Forensics: An Extensive Review Ankit Yadav Dinesh Kumar Vishwakarma AAML 30 6 0 13 Jan 2024
Towards Effective Image Forensics via A Novel Computationally Efficient Framework and A New Image Splice Dataset Ankit Yadav Dinesh Kumar Vishwakarma 16 0 0 13 Jan 2024
A Visually Attentive Splice Localization Network with Multi-Domain Feature Extractor and Multi-Receptive Field Upsampler Ankit Yadav Dinesh Kumar Vishwakarma 12 2 0 13 Jan 2024
TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization Soumyaroop Nandi Premkumar Natarajan Wael AbdAlmageed 21 2 0 10 Aug 2023
Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection Junke Wang Zhenxin Li Chao Zhang Jingjing Chen Zuxuan Wu Larry S. Davis Yueping Jiang AAML 37 5 0 12 Dec 2022
Learning Double-Compression Video Fingerprints Left from Social-Media Platforms Irene Amerini Aris Anagnostopoulos Luca Maiano L. R. Celsi 10 13 0 07 Dec 2022
CFL-Net: Image Forgery Localization Using Contrastive Learning Fahim Faisal Niloy K. Bhaumik Simon S. Woo 23 31 0 04 Oct 2022
Deep Metric Color Embeddings for Splicing Localization in Severely Degraded Images Benjamin Hadwiger Christian Riess 19 3 0 21 Jun 2022
Detecting and Segmenting Adversarial Graphics Patterns from Images Xiangyu Qu Stanley H. Chan AAML 27 0 0 20 Aug 2021
TransForensics: Image Forgery Localization with Dense Self-Attention Jing Hao Zhixin Zhang Shicai Yang Di Xie Shiliang Pu AAML ViT 26 47 0 09 Aug 2021
Q-matrix Unaware Double JPEG Detection using DCT-Domain Deep BiLSTM Network Vinay Verma Deepak Singh Nitin Khanna 14 2 0 10 Apr 2021
PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization Xiaohong Liu Yao-Kai Liu Jun Chen Xiaoming Liu 22 186 0 19 Mar 2021
GIID-Net: Generalizable Image Inpainting Detection via Neural Architecture Search and Attention Haiwei Wu Jiantao Zhou AAML 23 1 0 19 Jan 2021
In-Depth DCT Coefficient Distribution Analysis for First Quantization Estimation Sebastiano Battiato O. Giudice Francesco Guarnera Giovanni Puglisi 6 3 0 07 Aug 2020
Harmonic Convolutional Networks based on Discrete Cosine Transform Matej Ulicny V. Krylov Rozenn Dahyot 27 34 0 18 Jan 2020
Media Forensics and DeepFakes: an overview L. Verdoliva 28 539 0 18 Jan 2020
Exposing Fake Images with Forensic Similarity Graphs O. Mayer Matthew C. Stamm 10 51 0 05 Dec 2019
Detecting Photoshopped Faces by Scripting Photoshop Sheng-Yu Wang Oliver Wang Andrew Owens Richard Y. Zhang Alexei A. Efros CVBM PICV 19 134 0 13 Jun 2019
Harmonic Networks with Limited Training Samples Matej Ulicny V. Krylov Rozenn Dahyot 14 17 0 30 Apr 2019
Deep Multi-scale Discriminative Networks for Double JPEG Compression Forensics Cheng Deng Zheng Li Xinbo Gao Dacheng Tao 11 18 0 04 Apr 2019
Detecting Colorized Images via Convolutional Neural Networks: Toward High Accuracy and Good Generalization Weize Quan Dong‐Ming Yan Kai Wang Xiaopeng Zhang D. Pellerin 6 5 0 17 Feb 2019
Forensic Similarity for Digital Images O. Mayer Matthew C. Stamm 19 122 0 13 Feb 2019
Harmonic Networks: Integrating Spectral Information into CNNs Matej Ulicny V. Krylov Rozenn Dahyot 18 7 0 07 Dec 2018
Fighting Fake News: Image Splice Detection via Learned Self-Consistency Minyoung Huh Andrew Liu Andrew Owens Alexei A. Efros SSL 28 381 0 10 May 2018
A multi-branch convolutional neural network for detecting double JPEG compression Bin Li Hu Luo Haoxin Zhang Shunquan Tan Zhongzhou Ji 20 28 0 16 Oct 2017