Semi-Supervised Classification of PolSAR Images Based on Co-Training of CNN and SVM with Limited Labeled Samples. [PDF]
Sensors (Basel), 2023 Zhao M, Cheng Y, Qin X, Yu W, Wang P.
europepmc +1 more source
Modelling PolSAR Scattering Signatures at Long Wavelengths of Glacier Ice Volumes [PDF]
, 2012 The crucial role of cryosphere for understanding the global climate change has been widely recognized in recent decades [1]. Glaciers and ice sheets are the main components of the cryosphere and constitute the basic reservoir of fresh water for high ...
Al-Kahachi, Noora +4 more
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Machine learning classification based on k-Nearest Neighbors for PolSAR data
Anais da Academia Brasileira de CiênciasIn this work, we focus on obtaining insights of the performances of some well-known machine learning image classification techniques (k-NN, Support Vector Machine, randomized decision tree and one based on stochastic distances) for PolSAR (Polarimetric ...
JODAVID A. FERREIRA +3 more
doaj +1 more source
A Novel Multi-Objective Binary Chimp Optimization Algorithm for Optimal Feature Selection: Application of Deep-Learning-Based Approaches for SAR Image Classification. [PDF]
Sensors (Basel), 2023 Sadeghi F +4 more
europepmc +1 more source
Statistical Classification for Heterogeneous Polarimetric SAR Images
, 2011 International audienceThis paper presents a general approach for high-resolution polarimetric SAR data classification in heterogeneous clutter, based on a statistical test of equality of covariance matrices. The Spherically Invariant Random Vector (SIRV)
Ferro-Famil, Laurent +4 more
core +3 more sources
, 2017 This project will implement a segmentation algorithm for PolSAR images to represent the boundaries of the areas in the image and the regions. Identifying the regions on SAR images can be useful for further analysis, for example, to classify the elements of the image.
openaire +1 more source
Marine Oil Spill Detection from SAR Images Based on Attention U-Net Model Using Polarimetric and Wind Speed Information. [PDF]
Int J Environ Res Public Health, 2022 Chen Y, Wang Z.
europepmc +1 more source
Two-step discriminant analysis based multi-view polarimetric SAR image classification with high confidence. [PDF]
Sci Rep, 2022 Imani M.
europepmc +1 more source
Self-Trained Deep Forest with Limited Samples for Urban Impervious Surface Area Extraction in Arid Area Using Multispectral and PolSAR Imageries. [PDF]
Sensors (Basel), 2022 Liu X +4 more
europepmc +1 more source
Gestor d'avaluació online [PDF]
, 2008 Aquesta memòria tracta sobre el desenvolupament d'una aplicació web, amb tecnologia Ajax, per la gestió d'avaluacions de manera online. L'aplicació està destinada a facilitar la creació i correcció de proves i lliuraments per part dels usuaris professors
Barea Lozano, Daniel +3 more
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