A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for
Image Forgery Detection

A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection

15 September 2019

Francesco Marra

Diego Gragnaniello

Papers citing "A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection"

15 / 15 papers shown

Title
Hybrid LSTM and Encoder-Decoder Architecture for Detection of Image Forgeries Jawadul H. Bappy Cody Simons L. Nataraj B. S. Manjunath Amit K. Roy-Chowdhury 53 342 0 06 Mar 2019
FaceForensics++: Learning to Detect Manipulated Facial Images Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner CVBM 92 2,069 0 25 Jan 2019
ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection D. Cozzolino Justus Thies Andreas Rossler Christian Riess Matthias Nießner L. Verdoliva AAML 73 269 0 06 Dec 2018
Camera-based Image Forgery Localization using Convolutional Neural Networks D. Cozzolino L. Verdoliva 29 35 0 29 Aug 2018
Noiseprint: a CNN-based camera model fingerprint D. Cozzolino L. Verdoliva 60 377 0 25 Aug 2018
Learning Rich Features for Image Manipulation Detection Peng Zhou Xintong Han Vlad I. Morariu L. Davis ObjD 80 571 0 13 May 2018
Fighting Fake News: Image Splice Detection via Learned Self-Consistency Minyoung Huh Andrew Liu Andrew Owens Alexei A. Efros SSL 84 385 0 10 May 2018
Boundary-based Image Forgery Detection by Fast Shallow CNN Zhongping Zhang Yixuan Zhang Zheng-Wei Zhou Jiebo Luo 36 37 0 20 Jan 2018
Image Splicing Localization Using A Multi-Task Fully Convolutional Network (MFCN) Ronald Salloum Yuzhuo Ren C.-C. Jay Kuo 64 327 0 06 Sep 2017
Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection D. Cozzolino Giovanni Poggi L. Verdoliva 129 326 0 14 Mar 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 262 19,929 0 07 Oct 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.3K 14,543 0 07 Oct 2016
Training Deep Nets with Sublinear Memory Cost Tianqi Chen Bing Xu Chiyuan Zhang Carlos Guestrin 98 1,165 0 21 Apr 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 363 14,223 0 23 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.0K 193,426 0 10 Dec 2015