A Deep Neural Network Based on Layer-by-Layer Fusion of Multi-Scale Features for No-Reference Image Quality Assessment

被引：0
|
作者：
Yang, Chunling [1 ]
Yang, Yajing [1 ]
机构：
[1] School of Electronic and Information Engineering, South China University of Technology, Guangzhou,510640, China
来源：
Huanan Ligong Daxue Xuebao/Journal of South China University of Technology (Natural Science) | 2022年 / 50卷 / 04期
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：81 / 89
相关论文
共 50 条
  • [31] Multitask convolutional neural network for no-reference image quality assessment
    Huang, Yuge
    Tian, Xiang
    Chen, Yaowu
    Jiang, Rongxin
    JOURNAL OF ELECTRONIC IMAGING, 2018, 27 (06)
  • [32] Scene classification of remote sensing image based on deep network and multi-scale features fusion
    Yang, Zhou
    Mu, Xiao-dong
    Zhao, Feng-an
    OPTIK, 2018, 171 : 287 - 293
  • [33] No-reference image quality assessment based on AdaBoostBP neural network in wavelet domain
    YAN Junhua
    BAI Xuehan
    ZHANG Wanyi
    XIAO Yongqi
    CHATWIN Chris
    YOUNG Rupert
    BIRCH Phil
    Journal of Systems Engineering and Electronics, 2019, 30 (02) : 223 - 237
  • [34] Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment
    Bosse, Sebastian
    Maniry, Dominique
    Mueller, Klaus-Robert
    Wiegand, Thomas
    Samek, Wojciech
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 27 (01) : 206 - 219
  • [35] A multi-layer deep fusion convolutional neural network for sketch based image retrieval
    Yu, Deng
    Liu, Yujie
    Pang, Yunping
    Li, Zongmin
    Li, Hua
    NEUROCOMPUTING, 2018, 296 : 23 - 32
  • [36] No-Reference Image Quality Assessment with Convolutional Neural Networks and Decision Fusion
    Varga, Domonkos
    APPLIED SCIENCES-BASEL, 2022, 12 (01):
  • [37] No-Reference Stereoscopic Image Quality Assessment Based on Convolutional Neural Network with A Long-Term Feature Fusion
    Li, Sumei
    Wang, Mingyi
    2020 IEEE INTERNATIONAL CONFERENCE ON VISUAL COMMUNICATIONS AND IMAGE PROCESSING (VCIP), 2020, : 318 - 321
  • [38] No-Reference Color Image Quality Assessment Using HOSVD Based Features and Neural Networks
    Suliman, Wael
    Deriche, Mohamed
    Mohandes, Mohamed
    PROCEEDINGS OF THE 2020 17TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD 2020), 2020, : 474 - 478
  • [39] A NEW NO-REFERENCE IMAGE QUALITY ASSESSMENT BASED ON SVR FUSION
    Eddine, Dakkar Borhen
    Fella, Hachouf
    Seghir, Zianou Ahmed
    2014 5TH EUROPEAN WORKSHOP ON VISUAL INFORMATION PROCESSING (EUVIP 2014), 2014,
  • [40] A no-Reference Stereoscopic Image Quality Assessment Network Based on Binocular Interaction and Fusion Mechanisms
    Si, Jianwei
    Huang, Baoxiang
    Yang, Huan
    Lin, Weisi
    Pan, Zhenkuan
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 31 : 3066 - 3080
12345