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Image splicing localization using residual image and residual-based fully convolutional network

  • Published:2020-11 Issue: Volume:73 Page:102967
  • ISSN:1047-3203
  • Container-title:Journal of Visual Communication and Image Representation
  • language:en
  • Short-container-title:Journal of Visual Communication and Image Representation

Author:

Chen Beijing,Qi Xiaoming,Zhou Yang,Yang Guanyu,Zheng Yuhui,Xiao Bin

Funder

National Nature Science Foundation of China

Priority Academic Program Development of Jiangsu Higher Education Institutions

Qing Lan Project of Jiangsu Higher Education Institutions

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Media Technology,Signal Processing

Reference36 articles.

1. Image forgery localization via integrating tampering possibility maps;Li;IEEE Trans. Inf. Forensics Secur.,2017

2. A two-stage localization for copy-move forgery detection;Pun;Inf. Sci.,2018

3. Quaternion pseudo-Zernike moments combining both of RGB information and depth information for color image splicing detection;Chen;J. Vis. Commun. Image Represent.,2017

4. Blind forensics of image gamma transformation and its application in splicing detection;Wang;J. Vis. Commun. Image Represent.,2018

5. A deep learning approach to detection of splicing and copy-move forgeries in images;Rao,2016

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1. VResNet: A Deep Learning Architecture for Image Inpainting of Irregular Damaged Images;SN Computer Science;2024-01-16

2. WCBnet: Weighted Convolutional Block Modelling of Signed-Value Error Levels for Image-Wise Copy-Move and Splicing Detection;2023 IEEE 25th International Workshop on Multimedia Signal Processing (MMSP);2023-09-27

3. Pixel-level pruning deep supervision UNet++ for detecting fabric defects;Textile Research Journal;2023-09-14

4. Review of Image Forensic Techniques Based on Deep Learning;Mathematics;2023-07-16

5. Passive Forgery Detection Techniques:A Survey;2023 IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS);2023-06-17
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