Detection and Localization of Image Forgeries using Resampling Features
and Deep Learning

Detection and Localization of Image Forgeries using Resampling Features and Deep Learning

3 July 2017

Jawadul H. Bappy

Tajuddin Manhar Mohammed

B. S. Manjunath

S. Chandrasekaran

Amit K. Roy-Chowdhury

Lawrence A. Peterson

Papers citing "Detection and Localization of Image Forgeries using Resampling Features and Deep Learning"

17 / 17 papers shown

Title
Towards Effective Image Manipulation Detection with Proposal Contrastive Learning Yuyuan Zeng Bowen Zhao Shanzhao Qiu Tao Dai Shutao Xia 39 25 0 16 Oct 2022
DMF-Net: Dual-Branch Multi-Scale Feature Fusion Network for copy forgery identification of anti-counterfeiting QR code Zhongyuan Guo Hong Zheng Changhui You T. Wang Chang-rui Liu 16 2 0 19 Jan 2022
SeeTheSeams: Localized Detection of Seam Carving based Image Forgery in Satellite Imagery Chandrakanth Gudavalli E. Rosten L. Nataraj S. Chandrasekaran B. S. Manjunath 24 8 0 28 Aug 2021
Detection and Localization of Multiple Image Splicing Using MobileNet V1 K. Kadam Swati Ahirrao K. Kotecha Sayan Sahu 36 40 0 22 Aug 2021
TBNet:Two-Stream Boundary-aware Network for Generic Image Manipulation Localization Zan Gao Chao Sun Zhiyong Cheng Weili Guan Anan Liu Meng Wang 35 23 0 10 Aug 2021
Holistic Image Manipulation Detection using Pixel Co-occurrence Matrices L. Nataraj Michael Goebel Tajuddin Manhar Mohammed S. Chandrasekaran B. S. Manjunath 31 3 0 12 Apr 2021
Detection and Localization of Facial Expression Manipulations Ghazal Mazaheri Amit K. Roy-Chowdhury AAML 27 28 0 15 Mar 2021
Detection, Attribution and Localization of GAN Generated Images Michael Goebel L. Nataraj Tejaswi Nanjundaswamy Tajuddin Manhar Mohammed S. Chandrasekaran B. S. Manjunath GAN 41 37 0 20 Jul 2020
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
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
Forensic Similarity for Digital Images O. Mayer Matthew C. Stamm 27 123 0 13 Feb 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
Exposing DeepFake Videos By Detecting Face Warping Artifacts Yuezun Li Siwei Lyu AAML CVBM 30 900 0 01 Nov 2018
Boosting Image Forgery Detection using Resampling Features and Copy-move analysis Tajuddin Manhar Mohammed Jason Bunk L. Nataraj Jawadul H. Bappy A. Flenner B. S. Manjunath S. Chandrasekaran Amit K. Roy-Chowdhury Lawrence A. Peterson 21 25 0 09 Feb 2018
Boundary-based Image Forgery Detection by Fast Shallow CNN Zhongping Zhang Yixuan Zhang Zheng-Wei Zhou Jiebo Luo 19 37 0 20 Jan 2018
Image Splicing Localization Using A Multi-Task Fully Convolutional Network (MFCN) Ronald Salloum Yuzhuo Ren C.-C. Jay Kuo 31 326 0 06 Sep 2017