Results 141 to 150 of about 11,244,032 (159)

Quantitative Retrieval of Soil Salinity in Arid Regions: A Radar Feature Space Approach with Fully Polarimetric SAR Data. [PDF]

Sensors (Basel)
Nurmemet I, Aihaiti A, Aili Y, Lv X, Li S, Qin Y.   +5 more
europepmc   +1 more source

Survey on Context-Aware Radio Frequency-Based Sensing. [PDF]

Sensors (Basel)
Casmin E, Oliveira R.
europepmc   +1 more source

Flood change detection model based on an improved U-net network and multi-head attention mechanism. [PDF]

Sci Rep
Wang F, Feng X.
europepmc   +1 more source

Remote sensing based forest cover classification using machine learning. [PDF]

Sci Rep
Aziz G, Minallah N, Saeed A, Frnda J, Khan W.   +4 more
europepmc   +1 more source

PolSAR Image Classification Based on Relation Network with SWANet

Remote Sensing, 2023
Deep learning and convolutional neural networks (CNN) have been widely applied in polarimetric synthetic aperture radar (PolSAR) image classification, and satisfactory results have been obtained.
Hua Wenqiang, Wenqiang Hua, Xiaomin Jin   +2 more
exaly   +2 more sources

Learning Rotation Domain Deep Mutual Information Using Convolutional LSTM for Unsupervised PolSAR Image Classification

Remote Sensing, 2020
Deep learning can archive state-of-the-art performance in polarimetric synthetic aperture radar (PolSAR) image classification with plenty of labeled data.
Rong Gui, Xin Xu, Fangling Pu
exaly   +2 more sources

Geometry-Aware Discriminative Dictionary Learning for PolSAR Image Classification

Remote Sensing, 2021
In this paper, we propose a new discriminative dictionary learning method based on Riemann geometric perception for polarimetric synthetic aperture radar (PolSAR) image classification.
Yachao Zhang, Yanyun Qu
exaly   +2 more sources

Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network

Remote Sensing, 2019
Although complex-valued (CV) neural networks have shown better classification results compared to their real-valued (RV) counterparts for polarimetric synthetic aperture radar (PolSAR) classification, the extension of pixel-level RV networks to the ...
Yan Wu, Peng Zhang
exaly   +2 more sources

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Spatial feature-based convolutional neural network for PolSAR image classification

Applied Soft Computing Journal, 2022
Ronghua Shang, Yangyang Li, Xiaohui Yang   +2 more
exaly  

Multiobjective evolutionary algorithm assisted stacked autoencoder for PolSAR image classification

Swarm and Evolutionary Computation, 2021
Yanqiao Chen, Ronghua Shang, Yangyang Li   +2 more
exaly