Constructing 3D Models of Rigid Objects from Satellite Images with High Spatial Resolution Using Convolutional Neural Networks

被引：0
|
作者：
O. G. Gvozdev
V. A. Kozub
N. V. Kosheleva
A. B. Murynin
A. A. Richter
机构：
[1] AEROCOSMOS Research Institute for Aerospace Monitoring,
[2] Federal Research Center for Computer Science and Control,undefined
[3] Russian Academy of Sciences,undefined
[4] State University of Geodesy and Cartography,undefined
来源：
Izvestiya, Atmospheric and Oceanic Physics | 2020年 / 56卷
关键词：
satellite images; 3D model; raster domain; artificial neural network; convolution network; machine training; infrastructure facilities;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1664 / 1677
页数：13
相关论文
共 50 条
  • [1] Constructing 3D Models of Rigid Objects from Satellite Images with High Spatial Resolution Using Convolutional Neural Networks
    Gvozdev, O. G.
    Kozub, V. A.
    Kosheleva, N. V.
    Murynin, A. B.
    Richter, A. A.
    IZVESTIYA ATMOSPHERIC AND OCEANIC PHYSICS, 2020, 56 (12) : 1664 - 1677
  • [2] 3D Mapping from High Resolution Satellite Images
    Goulas, D.
    Georgopoulos, A.
    Sarakenos, A.
    Paraschou, Ch.
    FIRST INTERNATIONAL CONFERENCE ON REMOTE SENSING AND GEOINFORMATION OF THE ENVIRONMENT (RSCY2013), 2013, 8795
  • [3] Detecting Road Intersections from Satellite Images using Convolutional Neural Networks
    El-taher, Fatma El-zahraa
    Miralles-Pechuan, Luis
    Courtney, Jane
    Mckeever, Susan
    38TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, SAC 2023, 2023, : 495 - 498
  • [4] Using Convolutional Neural Networks on Satellite Images to Predict Poverty
    Okaidat, Arwa
    Melhem, Shatha
    Alenezi, Heba
    Duwairi, Rehab
    2021 12TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION SYSTEMS (ICICS), 2021, : 164 - 170
  • [5] Reconstruction of 3-D Models of Infrastructure Objects from Satellite Images Based on Typed Elements
    Kazaryan, M.
    Richter, A.
    Gvozdev, O.
    Murynin, A.
    Kozub, V.
    Pukhovsky, D.
    Shakhramanyan, M.
    Semenishchev, E.
    REMOTE SENSING TECHNOLOGIES AND APPLICATIONS IN URBAN ENVIRONMENTS VII, 2022, 12269
  • [6] Semantic segmentation on small datasets of satellite images using convolutional neural networks
    Younis, Mohammed Chachan
    Keedwell, Edward
    JOURNAL OF APPLIED REMOTE SENSING, 2019, 13 (04)
  • [7] SUPERPIXEL PARTITIONING OF VERY HIGH RESOLUTION SATELLITE IMAGES FOR LARGE-SCALE CLASSIFICATION PERSPECTIVES WITH DEEP CONVOLUTIONAL NEURAL NETWORKS
    Postadjian, T.
    Le Bris, A.
    Sahbi, H.
    Mallet, C.
    IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2018, : 1328 - 1331
  • [8] Urban Area Detection in Very High Resolution Remote Sensing Images Using Deep Convolutional Neural Networks
    Tian, Tian
    Li, Chang
    Xu, Jinkang
    Ma, Jiayi
    SENSORS, 2018, 18 (03)
  • [9] Hybrid Solar Forecasting Method Using Satellite Visible Images and Modified Convolutional Neural Networks
    Si, Zhiyuan
    Yang, Ming
    Yu, Yixiao
    2020 IEEE/IAS 56TH INDUSTRIAL AND COMMERCIAL POWER SYSTEMS TECHNICAL CONFERENCE (I&CPS), 2020,
  • [10] Hybrid Solar Forecasting Method Using Satellite Visible Images and Modified Convolutional Neural Networks
    Si, Zhiyuan
    Yu, Yixiao
    Yang, Ming
    Li, Peng
    IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2021, 57 (01) : 5 - 16
12345