PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization

19 March 2021

Xiaohong Liu

Yao-Kai Liu

Jun Chen

Xiaoming Liu

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Papers citing "PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization"

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T^2Agent A Tool-augmented Multimodal Misinformation Detection Agent with Monte Carlo Tree Search Xing Cui Yueying Zou Zekun Li Peipei Li Xinyuan Xu Xuannan Liu Huaibo Huang Ran He 219 0 0 26 May 2025
Image Forgery Localization with State Space Models Zijie Lou Gang Cao Kun Guo Shaowei Weng Lifang Yu Mamba 143 1 0 17 Feb 2025
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On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection Xiufeng Song Xiao Guo Junxuan Zhang Qirui Li Lei Bai Xiaoming Liu Guangtao Zhai Xiaohong Liu DiffM VGen 130 9 0 31 Oct 2024
HRGR: Enhancing Image Manipulation Detection via Hierarchical Region-aware Graph Reasoning Xudong Wang Yuezun Li Huiyu Zhou Jiaran Zhou Junyu Dong 87 1 0 29 Oct 2024
ForgeryGPT: Multimodal Large Language Model For Explainable Image Forgery Detection and Localization Jiawei Li Fanrui Zhang Jiaying Zhu Esther Sun Qiang Zhang Zheng-jun Zha MLLM 101 12 0 14 Oct 2024
FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models Zhipei Xu Xuanyu Zhang Runyi Li Zecheng Tang Qing Huang Jian Zhang AAML 77 19 0 03 Oct 2024
M^3:Manipulation Mask Manufacturer for Arbitrary-Scale Super-Resolution Mask Xinyu Yang Xiaochen Ma Xuekang Zhu Bo Du Lei Su Bingkui Tong Zeyu Lei Jizhe Zhou 100 0 0 04 Jul 2024
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization Yuxiao Chen Xiaolin Huang Quan Zhang Wei Li Mingjian Zhu ... Hanting Chen Hailin Hu J. Yang Wen Liu Jie Hu EGVM 100 7 0 24 Jun 2024
Exploring Saliency Bias in Manipulation Detection Joshua Krinsky Alan Bettis Qiuyu Tang Daniel Moreira Aparna Bharati 60 2 0 12 Feb 2024
Progressive Feedback-Enhanced Transformer for Image Forgery Localization Haochen Zhu Gang Cao Xianglin Huang ViT 92 7 0 15 Nov 2023
Proactive Image Manipulation Detection Vishal Asnani Xi Yin Tal Hassner Sijia Liu Xiaoming Liu 68 44 0 29 Mar 2022
Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated Images Vishal Asnani Xi Yin Tal Hassner Xiaoming Liu 71 70 0 15 Jun 2021
SPAN: Spatial Pyramid Attention Network forImage Manipulation Localization Xuefeng Hu Zhihan Zhang Zhenye Jiang Syomantak Chaudhuri Zhenheng Yang Ram Nevatia 3DPC 54 197 0 01 Sep 2020
Recurrent Feature Reasoning for Image Inpainting Jingyuan Li N. Wang Lefei Zhang Bo Du Dacheng Tao 57 346 0 09 Aug 2020
Open-Edit: Open-Domain Image Manipulation with Open-Vocabulary Instructions Xihui Liu Zhe Lin Jianming Zhang Handong Zhao Quan Hung Tran Xiaogang Wang Hongsheng Li DiffM 76 35 0 04 Aug 2020
Video Super-resolution with Temporal Group Attention Takashi Isobe Songjiang Li Xu Jia Shanxin Yuan Greg Slabaugh Chunjing Xu Yali Li Shengjin Wang Qi Tian SupR 60 171 0 21 Jul 2020
Mitigating Face Recognition Bias via Group Adaptive Classifier Sixue Gong Xiaoming Liu Anil K. Jain CVBM FaML 47 92 0 13 Jun 2020
High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling Yu Zeng Zhe Lin Jimei Yang Jianming Zhang Eli Shechtman Huchuan Lu 72 162 0 24 May 2020
Semantic Image Manipulation Using Scene Graphs Helisa Dhamo Azade Farshad Iro Laina Nassir Navab Gregory Hager Federico Tombari Christian Rupprecht 81 121 0 07 Apr 2020
Multi-Scale Progressive Fusion Network for Single Image Deraining Kui Jiang Zhongyuan Wang Peng Yi Chong Chen Baojin Huang Yimin Luo Jiayi Ma Junjun Jiang 66 593 0 24 Mar 2020
Camera Trace Erasing C. Chen Zhiwei Xiong Xiaoming Liu Feng Wu 61 22 0 16 Mar 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 88 791 0 01 Jan 2020
ManiGAN: Text-Guided Image Manipulation Bowen Li Xiaojuan Qi Thomas Lukasiewicz Philip Torr EGVM 100 286 0 12 Dec 2019
On the Detection of Digital Face Manipulation H. Dang Anand Balakrishnan J. Stehouwer Connor Christopherson David Wingate CVBM AAML 81 546 0 03 Oct 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 390 3,614 0 20 Aug 2019
GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing Xiaohong Liu Yongrui Ma Zhihao Shi Jun Chen 94 751 0 08 Aug 2019
MaskGAN: Towards Diverse and Interactive Facial Image Manipulation Cheng-Han Lee Ziwei Liu Lingyun Wu Ping Luo CVBM 155 1,076 0 27 Jul 2019
Interpreting the Latent Space of GANs for Semantic Face Editing Yujun Shen Jinjin Gu Xiaoou Tang Bolei Zhou CVBM GAN 117 1,121 0 25 Jul 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 53 342 0 06 Mar 2019
Pedestrian Detection with Autoregressive Network Phases Garrick Brazil Xiaoming Liu 63 72 0 02 Dec 2018
Dual Attention Network for Scene Segmentation J. Fu Qingbin Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 320 5,107 0 09 Sep 2018
Noiseprint: a CNN-based camera model fingerprint D. Cozzolino L. Verdoliva 63 378 0 25 Aug 2018
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 224 16,553 0 17 Jul 2018
BAM: Bottleneck Attention Module Jongchan Park Sanghyun Woo Joon-Young Lee In So Kweon 72 1,041 0 17 Jul 2018
Learning Rich Features for Image Manipulation Detection Peng Zhou Xintong Han Vlad I. Morariu L. Davis ObjD 80 572 0 13 May 2018
Fighting Fake News: Image Splice Detection via Learned Self-Consistency Minyoung Huh Andrew Liu Andrew Owens Alexei A. Efros SSL 89 385 0 10 May 2018
Gated Fusion Network for Single Image Dehazing Wenqi Ren Lin Ma Jiawei Zhang Jin-shan Pan Xiaochun Cao Wen Liu Ming-Hsuan Yang 85 732 0 31 Mar 2018
FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors Yu Chen Ying Tai Xiaoming Liu Chunhua Shen Jian Yang SupR 84 482 0 29 Nov 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 289 8,906 0 21 Nov 2017
Image Splicing Localization Using A Multi-Task Fully Convolutional Network (MFCN) Ronald Salloum Yuzhuo Ren C.-C. Jay Kuo 69 327 0 06 Sep 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 424 26,500 0 05 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017
Localization of JPEG double compression through multi-domain convolutional neural networks Irene Amerini Tiberio Uricchio Lamberto Ballan R. Caldelli AAML 66 128 0 06 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 37 113 0 27 May 2017
A PatchMatch-based Dense-field Algorithm for Video Copy-Move Detection and Localization Luca DÁmiano D. Cozzolino Giovanni Poggi L. Verdoliva 47 95 0 14 Mar 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 502 62,270 0 04 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,667 0 01 May 2014