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GCA-Net : Utilizing Gated Context Attention for Improving Image Forgery Localization and Detection

8 December 2021

Papers citing "GCA-Net : Utilizing Gated Context Attention for Improving Image Forgery Localization and Detection"

35 / 35 papers shown

Title
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 160 2 0 26 Nov 2024
Image Manipulation Detection by Multi-View Multi-Scale Supervision Xinru Chen Chengbo Dong Jiaqi Ji Juan Cao Xirong Li 69 171 0 14 Apr 2021
PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization Xiaohong Liu Yao-Kai Liu Jun Chen Xiaoming Liu 91 199 0 19 Mar 2021
SPAN: Spatial Pyramid Attention Network forImage Manipulation Localization Xuefeng Hu Zhihan Zhang Zhenye Jiang Syomantak Chaudhuri Zhenheng Yang Ram Nevatia 3DPC 61 198 0 01 Sep 2020
Not All Attention Is Needed: Gated Attention Network for Sequence Data Lanqing Xue Xiaopeng Li N. Zhang 61 30 0 01 Dec 2019
Constrained R-CNN: A general image manipulation detection model Chao Yang Huizhou Li Fangting Lin Bin Jiang Hao-Jun Zhao 51 104 0 19 Nov 2019
On the Detection of Digital Face Manipulation H. Dang Anand Balakrishnan J. Stehouwer Connor Christopherson David Wingate CVBM AAML 109 551 0 03 Oct 2019
Interpreting the Latent Space of GANs for Semantic Face Editing Yujun Shen Jinjin Gu Xiaoou Tang Bolei Zhou CVBM GAN 117 1,123 0 25 Jul 2019
SpliceRadar: A Learned Method For Blind Image Forensics Aurobrata Ghosh Zheng Zhong Terrance E Boult M. Singh 44 13 0 27 Jun 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 144 18,179 0 28 May 2019
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond Yue Cao Jiarui Xu Stephen Lin Fangyun Wei Han Hu ISeg 83 1,573 0 25 Apr 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 61 344 0 06 Mar 2019
Reduced Focal Loss: 1st Place Solution to xView object detection in Satellite Imagery N. Sergievskiy A. Ponamarev 43 36 0 04 Mar 2019
FaceForensics++: Learning to Detect Manipulated Facial Images Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner CVBM 111 2,095 0 25 Jan 2019
Generate, Segment and Refine: Towards Generic Manipulation Segmentation Peng Zhou Bor-Chun Chen Xintong Han Mahyar Najibi Abhinav Shrivastava Ser Nam Lim L. Davis 34 118 0 24 Nov 2018
Noiseprint: a CNN-based camera model fingerprint D. Cozzolino L. Verdoliva 68 379 0 25 Aug 2018
Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks Abhijit Guha Roy Nassir Navab Christian Wachinger SSeg 113 380 0 23 Aug 2018
Universal Image Manipulation Detection using Deep Siamese Convolutional Neural Network A. Mazumdar Jaya Singh Yosha Singh Tomar P. Bora 29 19 0 20 Aug 2018
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 103 6,162 0 18 Jul 2018
Learning Rich Features for Image Manipulation Detection Peng Zhou Xintong Han Vlad I. Morariu L. Davis ObjD 86 575 0 13 May 2018
Attention U-Net: Learning Where to Look for the Pancreas Ozan Oktay Jo Schlemper Loic Le Folgoc M. J. Lee M. Heinrich ... Jingyu Sun Nils Y. Hammerla Bernhard Kainz Ben Glocker Daniel Rueckert SSeg 161 5,063 0 11 Apr 2018
GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs Jiani Zhang Xingjian Shi Junyuan Xie Hao Ma Irwin King Dit-Yan Yeung GNN 110 573 0 20 Mar 2018
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 289 8,917 0 21 Nov 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 427 26,557 0 05 Sep 2017
Focal Loss for Dense Object Detection Nayeon Lee Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár ObjD 127 2,998 0 07 Aug 2017
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations Carole H Sudre Wenqi Li Tom Vercauteren Sébastien Ourselin M. Jorge Cardoso SSeg 133 2,150 0 11 Jul 2017
Detection and Localization of Image Forgeries using Resampling Features and Deep Learning Jason Bunk Jawadul H. Bappy Tajuddin Manhar Mohammed L. Nataraj A. Flenner B. S. Manjunath S. Chandrasekaran Amit K. Roy-Chowdhury Lawrence A. Peterson 57 166 0 03 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 730 132,363 0 12 Jun 2017
Deep Matching and Validation Network -- An End-to-End Solution to Constrained Image Splicing Localization and Detection Yue Wu Wael Abd-Almageed Premkumar Natarajan 37 114 0 27 May 2017
Fast Face-swap Using Convolutional Neural Networks I. Korshunova Wenzhe Shi J. Dambre Lucas Theis CVBM 3DH PICV 106 383 0 29 Nov 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 522 10,347 0 16 Nov 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.4K 14,596 0 07 Oct 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 775 36,881 0 25 Aug 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 267 18,259 0 02 Jun 2016
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014