Large-Scale Building Footprint Extraction from Open-Sourced Satellite Imagery via Instance Segmentation Approach

被引:0
|
作者
The University of Tokyo, Department of Civil Engineering, Tokyo, Japan [1 ]
不详 [2 ]
机构
来源
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Deep learning - Image segmentation - Open Data - Remote sensing - Satellite imagery
引用
收藏
相关论文
共 50 条
  • [21] Integrating object-based and pixel-based segmentation for building footprint extraction from satellite images
    Abujayyab, Sohaib K. M.
    Almajalid, Rania
    Wazirali, Raniyah
    Ahmad, Rami
    Tasoglu, Enes
    Karas, Ismail R.
    Hijazi, Ihab
    JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2023, 35 (10)
  • [22] Fully Convolutional Networks for Multisource Building Extraction From an Open Aerial and Satellite Imagery Data Set
    Ji, Shunping
    Wei, Shiqing
    Lu, Meng
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 57 (01): : 574 - 586
  • [23] An Efficient Approach for Automatic Rectangular Building Extraction From Very High Resolution Optical Satellite Imagery
    Wang, Jun
    Yang, Xiucheng
    Qin, Xuebin
    Ye, Xin
    Qin, Qiming
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2015, 12 (03) : 487 - 491
  • [24] Large-scale building extraction in very high-resolution aerial imagery using Mask R-CNN
    Stiller, Dorothee
    Stark, Thomas
    Wurm, Michael
    Dech, Stefan
    Taubenboeck, Hannes
    2019 JOINT URBAN REMOTE SENSING EVENT (JURSE), 2019,
  • [25] Deep Learning Method for Large-Scale Road Extraction from High Resolution Remote Sensing Imagery
    Lu X.
    Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University, 2023, 48 (05): : 821
  • [26] Toward Efficient and Complete Line Segment Extraction for Large-Scale Point Clouds via Plane Segmentation and Projection
    Zong, Wenpeng
    Li, Minglei
    Li, Guangyun
    Wang, Li
    Wang, Long
    Zhang, Fen
    IEEE SENSORS JOURNAL, 2023, 23 (07) : 7217 - 7232
  • [27] Combining Deep Semantic Edge and Object Segmentation for Large-Scale Roof-Part Polygon Extraction from Ultrahigh-Resolution Aerial Imagery
    van den Broeck, Wouter A. J.
    Goedeme, Toon
    REMOTE SENSING, 2022, 14 (19)
  • [28] Building Instance Change Detection from Large-Scale Aerial Images using Convolutional Neural Networks and Simulated Samples
    Ji, Shunping
    Shen, Yanyun
    Lu, Meng
    Zhang, Yongjun
    REMOTE SENSING, 2019, 11 (11)
  • [29] Discrete approach for automatic knowledge extraction from precedent large-scale data, and classification
    Ryazanov, VV
    Vorontchikhin, VA
    16TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL II, PROCEEDINGS, 2002, : 188 - 191
  • [30] 1:5000 Scale DSM Extraction for Non-approach Area from Stereo Strip Satellite Imagery
    Rhee, Sooahm
    Jung, Sungwoo
    Park, Jimin
    KOREAN JOURNAL OF REMOTE SENSING, 2020, 36 (05) : 949 - 959