OpenSARShip: A dataset dedicated to Sentinel-1 ship interpretation
With the rapid growth of Sentinel-1 synthetic aperture radar (SAR) data, how to exploit
Sentinel-1 imagery and achieve effective and robust marine surveillance are crucial …
Sentinel-1 imagery and achieve effective and robust marine surveillance are crucial …
Injection of traditional hand-crafted features into modern CNN-based models for SAR ship classification: What, why, where, and how
T Zhang, X Zhang - Remote Sensing, 2021 - mdpi.com
With the rise of artificial intelligence, many advanced Synthetic Aperture Radar (SAR) ship
classifiers based on convolutional neural networks (CNNs) have achieved better accuracies …
classifiers based on convolutional neural networks (CNNs) have achieved better accuracies …
Ship classification in medium-resolution SAR images via densely connected triplet CNNs integrating Fisher discrimination regularized metric learning
J He, Y Wang, H Liu - IEEE Transactions on Geoscience and …, 2020 - ieeexplore.ieee.org
Thanks to the medium-to-high resolution and wide coverage imaging ability, satellite
synthetic aperture radar (SAR) systems are momentously developed for intelligent maritime …
synthetic aperture radar (SAR) systems are momentously developed for intelligent maritime …
C-saso: A clustering-based size-adaptive safer oversampling technique for imbalanced sar ship classification
Y Li, X Lai, M Wang, X Zhang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Ship classification using synthetic aperture radar (SAR) induces effective marine
applications but suffers from imbalanced datasets. Common ship types (majority classes) …
applications but suffers from imbalanced datasets. Common ship types (majority classes) …
Ship classification in synthetic aperture radar images based on multiple classifiers ensemble learning and automatic identification system data transfer learning
Z Yan, X Song, L Yang, Y Wang - Remote Sensing, 2022 - mdpi.com
With the continuous development of earth observation technology, space-based synthetic
aperture radar (SAR) has become an important source of information for maritime …
aperture radar (SAR) has become an important source of information for maritime …