Compound geospatial object detection in an aerial image

被引:0
|
作者
Xiao, Yi [1 ]
Hope, Brian A. [1 ]
Tien, David [1 ]
机构
[1] Charles Sturt Univ, Dept Lands, Bathurst, NSW 2795, Australia
来源
关键词
compound geospatial object detection; knowledge based system;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper introduces a knowledge based approach that can be used for the identification of jetty/bridge locations in aerial imagery. With the proposed method, the semantic network formalism to represent declarative knowledge embodied in a jetty/bridge image and the appropriate procedural knowledge, the control procedure was established. A knowledge based system was then introduced through image analysis and interpretation, aiming at accurately locating the desired objects from primary vague identification. With the advanced image processing techniques proposed here, the complexity of using knowledge based system for image analysis is reduced and the proposed method can effectively locate the compound geospatial objects of jetties and bridges.
引用
收藏
页码:549 / 558
页数:10
相关论文
共 50 条
  • [1] Adaptive Anchor for Fast Object Detection in Aerial Image
    Jin, Ren
    Lin, Defu
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2020, 17 (05) : 839 - 843
  • [2] AERIAL IMAGE OBJECT DETECTION WITH VISION TRANSFORMER DETECTOR (VITDET)
    Wang, Liya
    Tien, Alex
    [J]. IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2023, : 6450 - 6453
  • [3] ROTPOINTNET: KEYPOINT BASED ORIENTED OBJECT DETECTION FOR AERIAL IMAGE
    Wang, Chongyu
    Ren, Bo
    Hou, Biao
    [J]. IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2023, : 5806 - 5809
  • [4] EFFICIENT AERIAL IMAGE OBJECT DETECTION WITH IMAGING CONDITION DECOMPOSITION
    Jin, Ren
    Jia, Zikai
    Chu, Zhaochen
    [J]. 2023 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP, 2023, : 620 - 624
  • [5] Vision-based aerial image mosaicking algorithm with object detection
    HAN Jun
    LI Weixing
    FENG Kai
    PAN Feng
    [J]. Journal of Systems Engineering and Electronics, 2022, (02) : 259 - 268
  • [6] ROSD: Refined Oriented Staged Detector for Object Detection in Aerial Image
    Zhang, Kun
    Zeng, Qunqi
    Yu, Xiangyu
    [J]. IEEE ACCESS, 2021, 9 : 66560 - 66569
  • [7] Object Detection on aerial image using cascaded binary classifier.
    Fonseca, Ricardo
    Creixell, Werner
    Maiguashca, Javier
    Rueda, Victor
    [J]. 2016 IEEE APPLIED IMAGERY PATTERN RECOGNITION WORKSHOP (AIPR), 2016,
  • [8] Pose Detection of Aerial Image Object Based on Constrained Neural Network
    Zhang, Hongyun
    Liu, Jin
    Gao, Yongjian
    [J]. IEEE ACCESS, 2022, 10 : 54235 - 54244
  • [9] Vision-based aerial image mosaicking algorithm with object detection
    Han Jun
    Li Weixing
    Feng Kai
    Pan Feng
    [J]. JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2022, 33 (02) : 259 - 268
  • [10] AVIS: An Innovative Image Preprocessing Method for Object Detection of Aerial Images
    Maesako, Keisuke
    Zhang, Liang
    [J]. 2022 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2022, : 920 - 925