SoftFormer: SAR-optical fusion transformer for urban land use and land cover classification

R Liu, J Ling, H Zhang - ISPRS Journal of Photogrammetry and Remote …, 2024 - Elsevier
Classification of urban land use and land cover is vital to many applications, and naturally
becomes a popular topic in remote sensing. The finite information carried by unimodal data …

Detector-free feature matching for optical and SAR images based on a two-step strategy

Y **ang, L Jiang, F Wang, H You… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Optical and synthetic aperture radar (SAR) image matching presents a formidable challenge
due to their pronounced geometric and radiometric distinctions arising from multimodality …

[HTML][HTML] Coarse-to-fine matching via cross fusion of satellite images

L Li, L Han, K Gao, H He, L Wang, J Li - International Journal of Applied …, 2023 - Elsevier
The registration of multimodal satellite images is essential for a prerequisite for accruing
complementary observational data. Nevertheless, the differential imaging nuances amongst …

[HTML][HTML] Robust registration of multi-modal remote sensing images based on multi-dimensional oriented self-similarity features

Y Zhang, W Zhang, Y Yao, Z Zheng, Y Wan… - International Journal of …, 2024 - Elsevier
Registration of multi-modal remote sensing images (MRSI) is crucial for unlocking the full
potential of heterogeneous remote sensing imagery. However, achieving accurate …

[HTML][HTML] Deep spatial–spectral difference network with heterogeneous feature mutual learning for sea fog detection

N Wu, W ** - International Journal of Applied Earth Observation and …, 2024 - Elsevier
Multispectral remote sensing image-based sea fog detection (SFD) is both important and
challenging. Deep learning methods for SFD have become mainstream due to their powerful …

Cosine Similarity Template Matching Networks for Optical and SAR Image Registration

W **ong, M Sun, H Du, B **ong… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Synthetic aperture radar (SAR) and optical imagery are complementary methods in Earth
observation. However, traditional similarity measures struggle to accurately align these …

A Sub-Second Method for SAR Image Registration Based on Hierarchical Episodic Control

R Zhou, G Wang, H Xu, Z Zhang - Remote Sensing, 2023 - mdpi.com
For Synthetic Aperture Radar (SAR) image registration, successive processes following
feature extraction are required by both the traditional feature-based method and the deep …

[HTML][HTML] HCA-RFLA: A SAR Remote Sensing Ship Detection Based on Hierarchical Collaborative Attention Method and Gaussian Receptive Field-Driven Label …

T Xue, J Zhang, W Lv, L **, X Li - Electronics, 2024 - mdpi.com
Ensuring safety at sea has become a primary focus of marine monitoring, driving the
increasing adoption of ship detection technology in the maritime industry. Detecting small …

[HTML][HTML] 基于快速异源配准的高分辨率 SAR 影像海岛区域**射校**

向俞明, 滕飞, 王林徽, 焦念刚, 王峰, 尤红建 - 雷达学报, 2024 - radars.ac.cn
随着高分辨率合成孔径雷达(SAR) 卫星的陆续发射, 对天气条件多变的海岛区域进行全天候,
全时段的高精度观测已变得可行. 作为多种遥感应用的关键前置步骤**射校** …