Multi-spectral image compression by fusing multi-scale feature convolutional neural networks

被引：0
|
作者：
Zhang, Lili [1 ]
Chen, Zikun [1 ]
Pan, Tianpeng [1 ]
Qu, Lele [1 ]
机构：
[1] College of Electronic and Information Engineering, Shenyang Aerospace University, Shenyang,110136, China
来源：
Guangxue Jingmi Gongcheng/Optics and Precision Engineering | 2024年 / 32卷 / 04期
关键词：
Convolutional neural networks - Deep learning - Extraction - Feature extraction - Image compression - Landsat - Learning systems - Redundancy - Signal to noise ratio - Three dimensional computer graphics;
D O I：
10.37188/OPE.20243204.0622
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：622 / 634
相关论文
共 50 条
  • [1] Efficient Convolutional Neural Networks for Multi-Spectral Image Classification
    Senecal, Jacob J.
    Sheppard, John W.
    Shaw, Joseph A.
    [J]. 2019 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2019,
  • [2] Neural Multi-scale Image Compression
    Nakanishi, Ken M.
    Maeda, Shin-ichi
    Miyato, Takeru
    Okanohara, Daisuke
    [J]. COMPUTER VISION - ACCV 2018, PT VI, 2019, 11366 : 718 - 732
  • [3] Multi-Scale Feature Learning Convolutional Neural Network for Image Denoising
    Zhang, Shuo
    Liu, Chunyu
    Zhang, Yuxin
    Liu, Shuai
    Wang, Xun
    [J]. SENSORS, 2023, 23 (18)
  • [4] MULTI-SCALE EXPLAINABLE FEATURE LEARNING FOR PATHOLOGICAL IMAGE ANALYSIS USING CONVOLUTIONAL NEURAL NETWORKS
    Uehara, Kazuki
    Murakawa, Masahiro
    Nosato, Hirokazu
    Sakanashi, Hidenori
    [J]. 2020 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2020, : 1931 - 1935
  • [5] Application of Convolutional Neural Networks for Parallel Multi-Scale Feature Extraction in Noise Image Denoising
    Li, Yiming
    Xie, Tao
    Mei, Dongdong
    [J]. IEEE ACCESS, 2024, 12 : 98599 - 98610
  • [6] Single Image Dehazing via Multi-scale Convolutional Neural Networks
    Ren, Wenqi
    Liu, Si
    Zhang, Hua
    Pan, Jinshan
    Cao, Xiaochun
    Yang, Ming-Hsuan
    [J]. COMPUTER VISION - ECCV 2016, PT II, 2016, 9906 : 154 - 169
  • [7] Image Forgery Localization based on Multi-Scale Convolutional Neural Networks
    Liu, Yaqi
    Guan, Qingxiao
    Zhao, Xianfeng
    Cao, Yun
    [J]. PROCEEDINGS OF THE 6TH ACM WORKSHOP ON INFORMATION HIDING AND MULTIMEDIA SECURITY (IH&MMSEC'18), 2018, : 85 - 90
  • [8] Hierarchical Multi-Scale Convolutional Neural Networks for Hyperspectral Image Classification
    Li, Simin
    Zhu, Xueyu
    Bao, Jie
    [J]. SENSORS, 2019, 19 (07)
  • [9] ASCNET: ADAPTIVE-SCALE CONVOLUTIONAL NEURAL NETWORKS FOR MULTI-SCALE FEATURE LEARNING
    Zhang, Mo
    Zhao, Jie
    Li, Xiang
    Zhang, Li
    Li, Quanzheng
    [J]. 2020 IEEE 17TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2020), 2020, : 144 - 148
  • [10] Robust Pedestrian Detection Based on Multi-Spectral Image Fusion and Convolutional Neural Networks
    Chen, Xu
    Liu, Lei
    Tan, Xin
    [J]. ELECTRONICS, 2022, 11 (01)
12345