A Lightweight Complex-Valued DeepLabv3+ for Semantic Segmentation of PolSAR Image [PDF]
, 2022 Lingjuan Yu +6 more
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Region-Based Classification of PolSAR Data Using Radial Basis Kernel Functions With Stochastic Distances [PDF]
, 2018 R. G. Negri +4 more
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Semi-Supervised Classification for PolSAR Data With Multi-Scale Evolving Weighted Graph Convolutional Network [PDF]
, 2021 Shijie Ren, Feng Zhou
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Active Learning for PolSAR image classification
, 2013 One of the biggest problems, when supervised learning techniques are used, for training classifier, is the necessity of a big amount of labelled samples, including the problems and costs of carry out the labelling of the prototypes needed. SAR images are difficult to label due to the speckle noise, which increases the normal effort needed for labelling
openaire +2 more sources
Superpixel-based graph convolutional neural network for polarimetric synthetic aperture radar image classification. [PDF]
Sci RepImani M.
europepmc +1 more source
Building Image Feature Extraction Using Data Mining Technology. [PDF]
Comput Intell Neurosci, 2022 Deng Y, Xing C, Cai L.
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An Estimation Method of Faraday Rotation and Channel Imbalance of PolSAR Using Distributed Targets
, 2011 Jun-feng Duan, Jun Hong
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PolSAR image classification using shallow to deep feature fusion network with complex valued attention. [PDF]
Sci RepAlkhatib MQ +4 more
europepmc +1 more source
Small-Target Detection Algorithm Based on Improved YOLOv11n. [PDF]
Sensors (Basel)Zeng K, Yu W, Qin X, Long S.
europepmc +1 more source