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Advanced Deep Learning Strategies for the Analysis of Remote Sensing Images

2021

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Crop Mapping through an Adaptive Multiview Active Learning Strategy

2019 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor), 2019, p.307-311

2019

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Gaussian process regression within an active learning scheme

2011 IEEE International Geoscience and Remote Sensing Symposium, 2011, p.3574-3577

2011

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Incorporating edge information into best merge region-growing segmentation

2014 IEEE Geoscience and Remote Sensing Symposium, 2014, p.4891-4894

2014

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Ground-truth assisted design for remote sensing image classification

2011 IEEE International Geoscience and Remote Sensing Symposium, 2011, p.609-612

2011

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Multiobjective PSO for Hyperspectral Image Clustering

Computational Intelligence in Image Processing, p.265-280

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Advances in Hyperspectral Image Classification Methods for Vegetation and Agricultural Cropland Studies

Hyperspectral Indices and Image Classifications for Agriculture and Vegetation, 2019, Vol.II, p.67-104

2, 2019

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Combining active and metric learning for hyperspectral image classification

2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2014, p.1-4

2014

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An approach for classifying large scale images

2012 IEEE International Geoscience and Remote Sensing Symposium, 2012, p.5410-5413

2012

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SVR active learning for product quality control

2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA), 2012, p.1113-1117

2012

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IEEE_Xplore

Model-based active learning for SVM classification of remote sensing images

2010 IEEE International Geoscience and Remote Sensing Symposium, 2010, p.820-823

2010

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A pattern recognition system for extracting buried object characteristics in GPR images

2009 IEEE International Geoscience and Remote Sensing Symposium, 2009, Vol.4, p.IV-430-IV-433

2009

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Swarm intelligence for unsupervised classification of hyperspectral images

2009 IEEE International Geoscience and Remote Sensing Symposium, 2009, Vol.5, p.V-96-V-99

2009

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IEEE_Xplore

Satellite Image Time Series: Mathematical Models for Data Mining and Missing Data Restoration

Mathematical Models for Remote Sensing Image Processing, 2018, p.357-398

2018

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Dataset shift adaptation with active queries

2011 Joint Urban Remote Sensing Event, 2011, p.121-124

2011

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IEEE_Xplore

Satellite Image Time Series: Mathematical Models for Data Mining and Missing Data Restoration

Mathematical Models for Remote Sensing Image Processing, 2017, p.357-398

2017

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Improving active learning methods using spatial information

2011 IEEE International Geoscience and Remote Sensing Symposium, 2011, p.3923-3926

2011

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IEEE_Xplore

Automatic Detection and Classification of Buried Objects in GPR Images Using Genetic Algorithms and Support Vector Machines

IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium, 2008, Vol.2, p.II-525-II-528

2008

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Recent Methods for Reconstructing Missing Data in Multispectral Satellite Imagery

Applications + Practical Conceptualization + Mathematics = Fruitful Innovation, 2015, Vol.11, p.221-234

2015

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Advanced Deep Learning Strategies for the Analysis of Remote Sensing Images

Crop Mapping through an Adaptive Multiview Active Learning Strategy

Gaussian process regression within an active learning scheme

Incorporating edge information into best merge region-growing segmentation

Ground-truth assisted design for remote sensing image classification

Multiobjective PSO for Hyperspectral Image Clustering

Advances in Hyperspectral Image Classification Methods for Vegetation and Agricultural Cropland Studies

Combining active and metric learning for hyperspectral image classification

An approach for classifying large scale images

SVR active learning for product quality control

Model-based active learning for SVM classification of remote sensing images

A pattern recognition system for extracting buried object characteristics in GPR images

Swarm intelligence for unsupervised classification of hyperspectral images

Satellite Image Time Series: Mathematical Models for Data Mining and Missing Data Restoration

Dataset shift adaptation with active queries

Satellite Image Time Series: Mathematical Models for Data Mining and Missing Data Restoration

Improving active learning methods using spatial information

Automatic Detection and Classification of Buried Objects in GPR Images Using Genetic Algorithms and Support Vector Machines

Recent Methods for Reconstructing Missing Data in Multispectral Satellite Imagery

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