A Dilated Convolutional Neural Network as Feature Selector for Spatial Image Steganalysis – A Hybrid Classification Scheme

被引:0
|
作者
K. Karampidis
E. Kavallieratou
G. Papadourakis
机构
[1] Department of Information and Communication Systems Engineering,
[2] University of the Aegean,undefined
[3] Department of Electrical and Computer Engineering,undefined
[4] Hellenic Mediterranean University,undefined
来源
关键词
image steganalysis; deep learning; convolutional neural networks; machine learning; digital forensics; pattern recognition;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:342 / 358
页数:16
相关论文
共 50 条
  • [1] A Dilated Convolutional Neural Network as Feature Selector for Spatial Image Steganalysis - A Hybrid Classification Scheme
    Karampidis, K.
    Kavallieratou, E.
    Papadourakis, G.
    [J]. PATTERN RECOGNITION AND IMAGE ANALYSIS, 2020, 30 (03) : 342 - 358
  • [2] Dilated Convolutional Neural Network for Hyperspectral Image Feature Extraction and Classification
    Zhang Feng-zhe
    Xiao Lu
    Wang Hai-bin
    Gao Hua-yu
    Wang Jun-xiang
    Lu Chao
    [J]. ELEVENTH INTERNATIONAL CONFERENCE ON GRAPHICS AND IMAGE PROCESSING (ICGIP 2019), 2020, 11373
  • [3] Image steganalysis based on convolutional neural network and feature selection
    Sun, Zhanquan
    Lie, Feng
    Huang, Huifen
    Wang, Jian
    [J]. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2020, 32 (05):
  • [4] Spatial feature-based convolutional neural network for PolSAR image classification
    Shang, Ronghua
    Wang, Jiaming
    Jiao, Licheng
    Yang, Xiaohui
    Li, Yangyang
    [J]. APPLIED SOFT COMPUTING, 2022, 123
  • [5] Morphologically dilated convolutional neural network for hyperspectral image classification
    Kumar, Vinod
    Singh, Ravi Shankar
    Dua, Yaman
    [J]. SIGNAL PROCESSING-IMAGE COMMUNICATION, 2022, 101
  • [6] Dual Convolutional Neural Network for Image Steganalysis
    Kim, Jaeyoung
    Kang, Sanghoon
    Park, Hanhoon
    Park, Jong-Il
    [J]. 2019 IEEE INTERNATIONAL SYMPOSIUM ON BROADBAND MULTIMEDIA SYSTEMS AND BROADCASTING (BMSB), 2019,
  • [7] GBRAS-Net: A Convolutional Neural Network Architecture for Spatial Image Steganalysis
    Reinel, Tabares-Soto
    Brayan, Arteaga-Arteaga Harold
    Alejandro, Bravo-Ortiz Mario
    Alejandro, Mora-Rubio
    Daniel, Arias-Garzon
    Alejandro, Alzate-Grisales Jesus
    Buenaventura, Burbano-Jacome Alejandro
    Simon, Orozco-Arias
    Gustavo, Isaza
    Raul, Ramos-Pollan
    [J]. IEEE ACCESS, 2021, 9 : 14340 - 14350
  • [8] Hyperspectral Image Classification Based on Dilated Convolutional Attention Neural Network
    Zhang Xiangdong
    Wang Tengjun
    Zhu Shaojun
    Yang Yun
    [J]. ACTA OPTICA SINICA, 2021, 41 (03)
  • [9] DDAC: a feature extraction method for model of image steganalysis based on convolutional neural network
    Wang, Xiaodan
    Li, Jingtai
    Song, Yafei
    [J]. Tongxin Xuebao/Journal on Communications, 2022, 43 (05): : 68 - 81
  • [10] Convolutional Neural Network Based on Spatial Pyramid for Image Classification
    Gaihua Wang
    Meng Lü
    Tao Li
    Guoliang Yuan
    Wenzhou Liu
    [J]. Journal of Beijing Institute of Technology, 2018, 27 (04) : 630 - 636