Learning Rich Features for Image Manipulation Detection

13 May 2018

Papers citing "Learning Rich Features for Image Manipulation Detection"

37 / 187 papers shown

Title
History-based Anomaly Detector: an Adversarial Approach to Anomaly Detection Pierrick Chatillon C. Ballester AAML 21 6 0 26 Dec 2019
CNN-generated images are surprisingly easy to spot... for now Sheng-Yu Wang Oliver Wang Richard Y. Zhang Andrew Owens Alexei A. Efros OOD 57 946 0 23 Dec 2019
Detecting Deepfake-Forged Contents with Separable Convolutional Neural Network and Image Segmentation Chia-Mu Yu Ching-Tang Chang Yen-Wu Ti 8 10 0 21 Dec 2019
Scalable Fine-grained Generated Image Classification Based on Deep Metric Learning Xinsheng Xuan Bo Peng Wei Wang Jing Dong 22 6 0 10 Dec 2019
Exposing Fake Images with Forensic Similarity Graphs O. Mayer Matthew C. Stamm 12 51 0 05 Dec 2019
Scaling Out-of-Distribution Detection for Real-World Settings Dan Hendrycks Steven Basart Mantas Mazeika Andy Zou Joe Kwon Mohammadreza Mostajabi Jacob Steinhardt D. Song OODD 20 463 0 25 Nov 2019
Constrained R-CNN: A general image manipulation detection model Chao Yang Huizhou Li Fangting Lin Bin Jiang Hao-Jun Zhao 16 102 0 19 Nov 2019
GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection João C. Neves Ruben Tolosana R. Vera-Rodríguez Vasco Lopes Hugo Proencca Julian Fierrez AAML PICV 21 128 0 13 Nov 2019
Use of a Capsule Network to Detect Fake Images and Videos H. Nguyen Junichi Yamagishi Isao Echizen 14 183 0 28 Oct 2019
Identity Document and banknote security forensics: a survey Albert Berenguel Centeno O. R. Terrades Josep Lladós Canet Cristina Cañero Morales 25 8 0 20 Oct 2019
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 149 1,051 0 27 Sep 2019
A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection Francesco Marra Diego Gragnaniello L. Verdoliva Giovanni Poggi SupR 11 85 0 15 Sep 2019
FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces Run Wang Felix Juefei Xu Lei Ma Xiaofei Xie Yihao Huang Jian-Xun Wang Yang Liu AAML CVBM 23 54 0 13 Sep 2019
Person Re-identification in Aerial Imagery Shizhou Zhang Qi Zhang Yifei Yang Xing Wei Peng Wang Bingliang Jiao Yanning Zhang 25 73 0 14 Aug 2019
To Beta or Not To Beta: Information Bottleneck for DigitaL Image Forensics Aurobrata Ghosh Zheng Zhong Steve Cruz Subbu Veeravasarapu Terrance E Boult M. Singh AAML 21 2 0 11 Aug 2019
Perceptually Motivated Method for Image Inpainting Comparison Ivan Molodetskikh Mikhail Erofeev D. Vatolin 24 9 0 14 Jul 2019
SpliceRadar: A Learned Method For Blind Image Forensics Aurobrata Ghosh Zheng Zhong Terrance E Boult M. Singh 11 13 0 27 Jun 2019
Multi-task Learning For Detecting and Segmenting Manipulated Facial Images and Videos H. Nguyen Fuming Fang Junichi Yamagishi Isao Echizen AAML CVBM 26 424 0 17 Jun 2019
Detecting Photoshopped Faces by Scripting Photoshop Sheng-Yu Wang Oliver Wang Andrew Owens Richard Y. Zhang Alexei A. Efros CVBM PICV 25 134 0 13 Jun 2019
Efficient Object Embedding for Spliced Image Retrieval Bor-Chun Chen Zuxuan Wu L. Davis Ser-Nam Lim 32 8 0 28 May 2019
Goal-oriented Object Importance Estimation in On-road Driving Videos M. Gao Ashish Tawari Sujitha Martin 11 26 0 08 May 2019
Deep Localization of Mixed Image Tampering Techniques R. Yancey 9 3 0 07 Apr 2019
Vehicle Re-identification in Aerial Imagery: Dataset and Approach Peng Wang Bingliang Jiao L. Yang Yifei Yang Shizhou Zhang Wei Wei Yanning Zhang 38 55 0 02 Apr 2019
Detecting GAN generated Fake Images using Co-occurrence Matrices L. Nataraj Tajuddin Manhar Mohammed S. Chandrasekaran A. Flenner Jawadul H. Bappy Amit K. Roy-Chowdhury B. S. Manjunath GAN 47 269 0 15 Mar 2019
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 27 342 0 06 Mar 2019
Neural Imaging Pipelines - the Scourge or Hope of Forensics? Pawel Korus N. Memon 23 1 0 27 Feb 2019
FaceForensics++: Learning to Detect Manipulated Facial Images Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner CVBM 39 2,029 0 25 Jan 2019
Efficient Image Splicing Localization via Contrastive Feature Extraction Ronald Salloum C.-C. Jay Kuo 21 2 0 22 Jan 2019
Resampling detection of recompressed images via dual-stream convolutional neural network Gang Cao Antao Zhou Xianglin Huang Gege Song Lifang Yang Yonggui Zhu 22 8 0 15 Jan 2019
ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection D. Cozzolino Justus Thies Andreas Rossler Christian Riess Matthias Nießner L. Verdoliva AAML 35 266 0 06 Dec 2018
Content Authentication for Neural Imaging Pipelines: End-to-end Optimization of Photo Provenance in Complex Distribution Channels Pawel Korus N. Memon 26 13 0 04 Dec 2018
Generate, Segment and Refine: Towards Generic Manipulation Segmentation Peng Zhou Bor-Chun Chen Xintong Han Mahyar Najibi Abhinav Shrivastava Ser Nam Lim L. Davis 17 116 0 24 Nov 2018
Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints Ning Yu Larry S. Davis Mario Fritz 27 3 0 20 Nov 2018
Noiseprint: a CNN-based camera model fingerprint D. Cozzolino L. Verdoliva 25 375 0 25 Aug 2018
Fighting Fake News: Image Splice Detection via Learned Self-Consistency Minyoung Huh Andrew Liu Andrew Owens Alexei A. Efros SSL 42 381 0 10 May 2018
NISP: Pruning Networks using Neuron Importance Score Propagation Ruichi Yu Ang Li Chun-Fu Chen Jui-Hsin Lai Vlad I. Morariu Xintong Han M. Gao Ching-Yung Lin L. Davis 44 795 0 16 Nov 2017
Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection D. Cozzolino Giovanni Poggi L. Verdoliva 101 324 0 14 Mar 2017