Learning Rich Features for Image Manipulation Detection

13 May 2018

Papers citing "Learning Rich Features for Image Manipulation Detection"

50 / 187 papers shown

Title
Noise Doesn't Lie: Towards Universal Detection of Deep Inpainting Ang Li Qiuhong Ke Xingjun Ma Haiqin Weng Zhiyuan Zong Feng Xue Rui Zhang 11 15 0 03 Jun 2021
FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning Minhan Kim Shahroz Tariq Simon S. Woo 36 86 0 28 May 2021
Benchmarking Scientific Image Forgery Detectors J. P. Cardenuto Anderson de Rezende Rocha 24 9 0 26 May 2021
TAR: Generalized Forensic Framework to Detect Deepfakes using Weakly Supervised Learning Sangyup Lee Shahroz Tariq Junyaup Kim Simon S. Woo 32 36 0 13 May 2021
One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework Shahroz Tariq Sangyup Lee Simon S. Woo AAML 27 70 0 01 May 2021
StegaPos: Preventing Unwanted Crops and Replacements with Imperceptible Positional Embeddings Gokhan Egri Todd E. Zickler 21 0 0 25 Apr 2021
Image Manipulation Detection by Multi-View Multi-Scale Supervision Xinru Chen Chengbo Dong Jiaqi Ji Juan Cao Xirong Li 22 167 0 14 Apr 2021
Holistic Image Manipulation Detection using Pixel Co-occurrence Matrices L. Nataraj Michael Goebel Tajuddin Manhar Mohammed S. Chandrasekaran B. S. Manjunath 26 3 0 12 Apr 2021
[RE] CNN-generated images are surprisingly easy to spot...for now Joel Frank Thorsten Holz 21 2 0 07 Apr 2021
Generalizing Face Forgery Detection with High-frequency Features Yucheng Luo Yong Zhang Junchi Yan Wei Liu CVBM 33 330 0 23 Mar 2021
PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization Xiaohong Liu Yao-Kai Liu Jun Chen Xiaoming Liu 24 187 0 19 Mar 2021
Detection and Localization of Facial Expression Manipulations Ghazal Mazaheri Amit K. Roy-Chowdhury AAML 25 28 0 15 Mar 2021
Content-Aware Detection of Temporal Metadata Manipulation Rafael Padilha Tawfiq Salem Scott Workman Fernanda A. Andaló Anderson de Rezende Rocha Nathan Jacobs 21 5 0 08 Mar 2021
Countering Malicious DeepFakes: Survey, Battleground, and Horizon Felix Juefei Xu Run Wang Yihao Huang Qing Guo Lei Ma Yang Liu AAML 33 132 0 27 Feb 2021
Image Splicing Detection, Localization and Attribution via JPEG Primary Quantization Matrix Estimation and Clustering Yakun Niu B. Tondi Yao-Min Zhao R. Ni Mauro Barni 21 25 0 02 Feb 2021
Generalized Facial Manipulation Detection with Edge Region Feature Extraction Dong-Keon Kim Kwangsu Kim AAML CVBM 21 11 0 02 Feb 2021
Fake-image detection with Robust Hashing Miki Tanaka Hitoshi Kiya 21 8 0 02 Feb 2021
Deep Video Inpainting Detection Peng Zhou Ning Yu Zuxuan Wu L. Davis Abhinav Shrivastava Ser-Nam Lim 38 18 0 26 Jan 2021
Camera Invariant Feature Learning for Generalized Face Anti-spoofing Baoliang Chen Wenhan Yang Haoliang Li Shiqi Wang Sam Kwong CVBM 17 42 0 25 Jan 2021
GIID-Net: Generalizable Image Inpainting Detection via Neural Architecture Search and Attention Haiwei Wu Jiantao Zhou AAML 31 1 0 19 Jan 2021
Identifying Invariant Texture Violation for Robust Deepfake Detection Xinwei Sun Botong Wu Wei Chen 20 8 0 19 Dec 2020
Two-Stage Copy-Move Forgery Detection with Self Deep Matching and Proposal SuperGlue Yaqi Liu Chao Xia Xiaobin Zhu Shengwei Xu 3DPC 21 53 0 16 Dec 2020
Identity-Driven DeepFake Detection Xiaoyi Dong Jianmin Bao Dongdong Chen Weiming Zhang Nenghai Yu Dong Chen Fang Wen B. Guo 36 36 0 07 Dec 2020
D-Unet: A Dual-encoder U-Net for Image Splicing Forgery Detection and Localization Yanbin Liu Ranglei Wu Xiuli Bi Bin Xiao Weisheng Li Guoyin Wang Xinbo Gao 21 29 0 03 Dec 2020
Screen Gleaning: A Screen Reading TEMPEST Attack on Mobile Devices Exploiting an Electromagnetic Side Channel Zhuoran Liu Niels Samwel Léo Weissbart Zhengyu Zhao Dirk Lauret L. Batina Martha Larson AAML 21 36 0 19 Nov 2020
Face Forgery Detection by 3D Decomposition Xiangyu Zhu Hao Wang Hongyan Fei Zhen Lei Stan Z. Li CVBM 21 92 0 19 Nov 2020
The Forchheim Image Database for Camera Identification in the Wild Benjamin Hadwiger Christian Riess 24 39 0 04 Nov 2020
Empty Cities: a Dynamic-Object-Invariant Space for Visual SLAM Berta Bescós Cesar Cadena José Neira 22 26 0 15 Oct 2020
Two-stream Encoder-Decoder Network for Localizing Image Forgeries A. Mazumdar P. Bora 21 11 0 27 Sep 2020
Adversarial Image Composition with Auxiliary Illumination Fangneng Zhan Shijian Lu Changgong Zhang Feiying Ma Xuansong Xie GAN 14 34 0 17 Sep 2020
A Convolutional LSTM based Residual Network for Deepfake Video Detection Shahroz Tariq Sangyup Lee Simon S. Woo 24 76 0 16 Sep 2020
SPAN: Spatial Pyramid Attention Network forImage Manipulation Localization Xuefeng Hu Zhihan Zhang Zhenye Jiang Syomantak Chaudhuri Zhenheng Yang Ram Nevatia 3DPC 17 192 0 01 Sep 2020
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks Chi Liu Tianqing Zhu Jun Zhang Wanlei Zhou PICV 18 30 0 27 Aug 2020
Detection, Attribution and Localization of GAN Generated Images Michael Goebel L. Nataraj Tejaswi Nanjundaswamy Tajuddin Manhar Mohammed S. Chandrasekaran B. S. Manjunath GAN 31 36 0 20 Jul 2020
Shadow Removal by a Lightness-Guided Network with Training on Unpaired Data Zhihao Liu Hui Yin Yang Mi Mengyang Pu Song Wang CVBM 29 82 0 28 Jun 2020
Arbitrary-sized Image Training and Residual Kernel Learning: Towards Image Fraud Identification Hongyu Li Xiaogang Huang Zhihui Fu Xiaolin Li 18 0 0 22 May 2020
VideoForensicsHQ: Detecting High-quality Manipulated Face Videos Gereon Fox Wentao Liu Hyeongwoo Kim Hans-Peter Seidel Mohamed A. Elgharib Christian Theobalt CVBM 37 17 0 20 May 2020
Fake face detection via adaptive manipulation traces extraction network Zhiqing Guo Gaobo Yang Jiyou Chen Xingming Sun CVBM 24 16 0 11 May 2020
Adversarial Attack on Deep Learning-Based Splice Localization Andras Rozsa Zheng Zhong Terrance E. Boult AAML 26 4 0 17 Apr 2020
Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics Simon Jenni Hailin Jin Paolo Favaro SSL 22 45 0 05 Apr 2020
SaccadeNet: A Fast and Accurate Object Detector Shiyi Lan Zhou Ren Yi Wu L. Davis G. Hua ObjD 26 38 0 26 Mar 2020
Multimodal Analytics for Real-world News using Measures of Cross-modal Entity Consistency Eric Müller-Budack Jonas Theiner Sebastian Diering Maximilian Idahl Ralph Ewerth 33 45 0 23 Mar 2020
Leveraging Frequency Analysis for Deep Fake Image Recognition Joel Frank Thorsten Eisenhofer Lea Schonherr Asja Fischer D. Kolossa Thorsten Holz 18 532 0 19 Mar 2020
Camera Trace Erasing C. Chen Zhiwei Xiong Xiaoming Liu Feng Wu 26 22 0 16 Mar 2020
DeepFake Detection: Current Challenges and Next Steps Siwei Lyu 55 158 0 11 Mar 2020
Deep Feature Fusion for Mitosis Counting R. Yancey 14 2 0 01 Feb 2020
Scientific Image Tampering Detection Based On Noise Inconsistencies: A Method And Datasets Ziyue Xiang Daniel Ernesto Acuna 9 7 0 21 Jan 2020
Media Forensics and DeepFakes: an overview L. Verdoliva 44 539 0 18 Jan 2020
Learning Transformation-Aware Embeddings for Image Forensics Aparna Bharati Daniel Moreira Patrick Flynn Anderson de Rezende Rocha Kevin W. Bowyer Walter J. Scheirer 13 2 0 13 Jan 2020
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection Ruben Tolosana R. Vera-Rodríguez Julian Fierrez Aythami Morales J. Ortega-Garcia 3DPC CVBM 51 775 0 01 Jan 2020