INTERCOMPARISON OF SEA ICE TRACKING ALGORITHMS FROM MULTIFREQUENCY SAR IMAGES IN THE ARCTIC

被引:0
作者
Demchev, Denis [1 ]
Eriksson, Leif E. B. [1 ]
Berg, Anders [1 ]
Elyouncha, Anis [1 ]
机构
[1] Chalmers Univ Technol, Dept Space Earth & Environm, Gothenburg, Sweden
来源
IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM | 2023年
关键词
Sea ice drift; SAR; retrieval; validation; Arctic;
D O I
10.1109/IGARSS52108.2023.10283025
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
In this study, we assess the performance of the three state-of-the-art ice drift retrieval algorithms for Synthetic aperture radar (SAR) images. The algorithms were selected by their difference in underlying technique to reveal their advantages and limitations based on C- and X-band data in the Arctic. The results suggest that area-based algorithms are applicable in most cases, while feature-tracking algorithm demonstrates better precision but with fewer produced drift vectors. The hybrid algorithm provides the best data density compared to the other two algorithms but suffers from generating artificial vectors in the case of strong ice speed gradients such as at the edge between fast and drift ice.
引用
收藏
页码:158 / 160
页数:3
相关论文
共 4 条
  • [1] KAZE Features
    Alcantarilla, Pablo Fernandez
    Bartoli, Adrien
    Davison, Andrew J.
    [J]. COMPUTER VISION - ECCV 2012, PT VI, 2012, 7577 : 214 - 227
  • [2] Investigation of a Hybrid Algorithm for Sea Ice Drift Measurements Using Synthetic Aperture Radar Images
    Berg, Anders
    Eriksson, Leif E. B.
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2014, 52 (08): : 5023 - 5033
  • [3] Sea Ice Drift Tracking From Sequential SAR Images Using Accelerated-KAZE Features
    Demchev, Denis
    Volkov, Vladimir
    Kazakov, Eduard
    Alcantarilla, Pablo F.
    Sandven, Stein
    Khmeleva, Viktoriya
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 55 (09): : 5174 - 5184
  • [4] Sea Ice Motion Tracking From Sequential Dual-Polarization RADARSAT-2 Images
    Komarov, Alexander S.
    Barber, David G.
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2014, 52 (01): : 121 - 136