A FPGA-based automatic bridge over water recognition in high-resolution satellite images

被引:2
|
作者
Beulig, Sebastian [1 ]
von Schoenermark, Maria [1 ]
Huber, Felix [1 ]
机构
[1] Deutsch Zentrum Luft & Raumfahrt eV DLR, D-82234 Wessling, Germany
关键词
FPGA; remote sensing; bridge recognition; on-board image processing;
D O I
10.1117/12.980260
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper a novel algorithm for recognizing bridges over water is presented. The algorithm is designed to run on a small reconfigurable micro chip, a so called Field Programmable Gate Array (FPGA). Hence, the algorithm is computationally lightweight and high processing speeds can be reached. Furthermore no a-priory knowledge about a bridge is necessary. Even bridges with an irregular shape, e. g. with balconies, can be detected. As a result, the center point of the bridge is marked. Due to the low power consumption of the FPGA and the autonomous performance of the algorithm, it is suitable for an image analysis directly on-board of satellites. Meta-data like the coordinates of recognized bridges are immediately available. This could be useful, e. g in case of a natural hazard, when quick information about the infrastructure is desired by the disaster management. The algorithm as well as experimental results on real satellite images are presented and discussed.
引用
收藏
页数:7
相关论文
共 50 条
  • [31] Cloud Detection in High-Resolution Satellite Images
    Baseski, Emre
    Senaras, Caglar
    [J]. 2013 21ST SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2013,
  • [32] Automated registration of high-resolution satellite images
    Zhang, Chunsun
    Fraser, Clive S.
    [J]. PHOTOGRAMMETRIC RECORD, 2007, 22 (117): : 75 - 87
  • [33] Extracting road from high-resolution satellite images with the combination of automatic and semi-automatic methods
    Chen, DZ
    Qin, QM
    Du, SH
    Wang, L
    [J]. IGARSS 2005: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-8, PROCEEDINGS, 2005, : 3880 - 3883
  • [34] AUTOMATIC ESTIMATION OF FINE TERRAIN MODELS FROM MULTIPLE HIGH-RESOLUTION SATELLITE IMAGES
    Champion, Nicolas
    Boldo, Didier
    Pierrot-Deseilligny, Marc
    Stamon, Georges
    [J]. 2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6, 2009, : 577 - +
  • [35] AUTOMATIC ROAD DAMAGE DETECTION USING HIGH-RESOLUTION SATELLITE IMAGES AND ROAD MAPS
    Ma, Haijian
    Lu, Nan
    Ge, Linlin
    Li, Qiang
    You, Xinzhao
    Li, Xiaoxuan
    [J]. 2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2013, : 3718 - 3721
  • [36] Realtime FPGA-based Processing Unit for a High-Resolution Automotive MIMO Radar Platform
    Meinl, Frank
    Schubert, Eugen
    Kunert, Martin
    Blume, Holger
    [J]. 2015 12TH EUROPEAN RADAR CONFERENCE (EURAD), 2015, : 213 - 216
  • [37] Synchronous FPGA-Based High-Resolution Implementations of Digital Pulse-Width Modulators
    Navarro, Denis
    Lucia, Oscar
    Angel Barragan, Luis
    Ignacio Artigas, Jose
    Urriza, Isidro
    Jimenez, Oscar
    [J]. IEEE TRANSACTIONS ON POWER ELECTRONICS, 2012, 27 (05) : 2515 - 2525
  • [38] A FPGA-based parametrizable system for high-resolution frequency-domain image filtering
    Uzun, IS
    Amira, A
    [J]. JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2005, 14 (05) : 895 - 921
  • [39] Automatic matching of high-resolution SAR images
    Chen, F.
    Wang, C.
    Zhang, H.
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2007, 28 (16) : 3665 - 3678
  • [40] Classification-based vehicle detection in high-resolution satellite images
    Eikvil, Line
    Aurdal, Lars
    Koren, Hans
    [J]. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2009, 64 (01) : 65 - 72