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SEMANTIC SEGMENTATION OF AERIAL IMAGES WITH AN ENSEMBLE OF CNNS

ISPRS annals of the photogrammetry, remote sensing and spatial information sciences, 2016-06, Vol.III-3, p.473-480

2016

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FLOOD DETECTION IN TIME SERIES OF OPTICAL AND SAR IMAGES

International archives of the photogrammetry, remote sensing and spatial information sciences., 2020-01, Vol.XLIII-B2-2020, p.1343-1346

2020

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MACHINE LEARNING FOR SEA ICE MONITORING FROM SATELLITES

International archives of the photogrammetry, remote sensing and spatial information sciences., 2019, Vol.XLII-2/W16, p.83-89

2019

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MACHINE LEARNING TECHNIQUES FOR KNOWLEDGE EXTRACTION FROM SATELLITE IMAGES: APPLICATION TO SPECIFIC AREA TYPES

International archives of the photogrammetry, remote sensing and spatial information sciences., 2021, Vol.XLIII-B3-2021, p.455-462

2021

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Ratio-Detector-Based Feature Extraction for Very High Resolution SAR Image Patch Indexing

IEEE geoscience and remote sensing letters, 2013-09, Vol.10 (5), p.1175-1179

2013

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Wavelet-Based Despeckling of SAR Images Using Gauss-Markov Random Fields

IEEE transactions on geoscience and remote sensing, 2007-12, Vol.45 (12), p.4127-4143

2007

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Wavelet-Based SAR Image Despeckling and Information Extraction, Using Particle Filter

IEEE transactions on image processing, 2009-10, Vol.18 (10), p.2167-2184

2009

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Model-based despeckling and information extraction from SAR images

IEEE transactions on geoscience and remote sensing, 2000-09, Vol.38 (5), p.2258-2269

2000

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Knowledge extraction from Copernicus satellite data

IOP conference series. Earth and environmental science, 2020-06, Vol.509 (1), p.12014

2020

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Stochastic geometrical modeling for built-up area understanding from a single SAR intensity image with meter resolution

IEEE transactions on geoscience and remote sensing, 2004-09, Vol.42 (9), p.1996-2003

2004

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Human-centered concepts for exploration and understanding of Earth observation images

IEEE transactions on geoscience and remote sensing, 2005-03, Vol.43 (3), p.601-609

2005

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Information mining in remote sensing image archives: system concepts

IEEE transactions on geoscience and remote sensing, 2003-12, Vol.41 (12), p.2923-2936

2003

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Classification with an edge: Improving semantic image segmentation with boundary detection

ISPRS journal of photogrammetry and remote sensing, 2018-01, Vol.135, p.158-172

2018

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Road detection in dense urban areas using SAR imagery and the usefulness of multiple views

IEEE transactions on geoscience and remote sensing, 2002-11, Vol.40 (11), p.2405-2414

2002

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Modeling trajectory of dynamic clusters in image time-series for spatio-temporal reasoning

IEEE transactions on geoscience and remote sensing, 2005-07, Vol.43 (7), p.1635-1647

2005

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Image Time-Series Data Mining Based on the Information-Bottleneck Principle

IEEE transactions on geoscience and remote sensing, 2007-04, Vol.45 (4), p.827-838

2007

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A Similarity Metric for Retrieval of Compressed Objects: Application for Mining Satellite Image Time Series

IEEE transactions on knowledge and data engineering, 2008-04, Vol.20 (4), p.562-575

2008

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Data Mining and Knowledge Discovery tools for exploiting big Earth-Observation data

International archives of the photogrammetry, remote sensing and spatial information sciences., 2015, Vol.XL-7/W3 (7), p.627-633

2015

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Gauss-Markov Model for Wavelet-Based SAR Image Despeckling

IEEE signal processing letters, 2006-06, Vol.13 (6), p.365-368

2006

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Information mining in remote sensing image archives: system evaluation

IEEE transactions on geoscience and remote sensing, 2005-01, Vol.43 (1), p.188-199

2005

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Bayesian approaches to phase unwrapping: theoretical study

IEEE transactions on signal processing, 2000-09, Vol.48 (9), p.2545-2556

2000

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Salient Remote Sensing Image Segmentation Based on Rate-Distortion Measure

IEEE geoscience and remote sensing letters, 2009-10, Vol.6 (4), p.855-859

2009

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DEEP NEURAL NETWORKS FOR ABOVE-GROUND DETECTION IN VERY HIGH SPATIAL RESOLUTION DIGITAL ELEVATION MODELS

ISPRS annals of the photogrammetry, remote sensing and spatial information sciences, 2015-01, Vol.II-3/W4, p.103-110

2015

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Information fusion approach for the data classification: an example for ERS-1/2 InSAR data

International journal of remote sensing, 2008-01, Vol.29 (16), p.4689-4703

2008

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Semantic Annotation of Satellite Images Using Latent Dirichlet Allocation

IEEE geoscience and remote sensing letters, 2010-01, Vol.7 (1), p.28-32

2010

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SEMANTIC SEGMENTATION OF AERIAL IMAGES WITH AN ENSEMBLE OF CNNS

FLOOD DETECTION IN TIME SERIES OF OPTICAL AND SAR IMAGES

MACHINE LEARNING FOR SEA ICE MONITORING FROM SATELLITES

MACHINE LEARNING TECHNIQUES FOR KNOWLEDGE EXTRACTION FROM SATELLITE IMAGES: APPLICATION TO SPECIFIC AREA TYPES

Ratio-Detector-Based Feature Extraction for Very High Resolution SAR Image Patch Indexing

Wavelet-Based Despeckling of SAR Images Using Gauss-Markov Random Fields

Wavelet-Based SAR Image Despeckling and Information Extraction, Using Particle Filter

Model-based despeckling and information extraction from SAR images

Knowledge extraction from Copernicus satellite data

Stochastic geometrical modeling for built-up area understanding from a single SAR intensity image with meter resolution

Human-centered concepts for exploration and understanding of Earth observation images

Information mining in remote sensing image archives: system concepts

Classification with an edge: Improving semantic image segmentation with boundary detection

Road detection in dense urban areas using SAR imagery and the usefulness of multiple views

Modeling trajectory of dynamic clusters in image time-series for spatio-temporal reasoning

Image Time-Series Data Mining Based on the Information-Bottleneck Principle

A Similarity Metric for Retrieval of Compressed Objects: Application for Mining Satellite Image Time Series

Data Mining and Knowledge Discovery tools for exploiting big Earth-Observation data

Gauss-Markov Model for Wavelet-Based SAR Image Despeckling

Information mining in remote sensing image archives: system evaluation

Bayesian approaches to phase unwrapping: theoretical study

Salient Remote Sensing Image Segmentation Based on Rate-Distortion Measure

DEEP NEURAL NETWORKS FOR ABOVE-GROUND DETECTION IN VERY HIGH SPATIAL RESOLUTION DIGITAL ELEVATION MODELS

Information fusion approach for the data classification: an example for ERS-1/2 InSAR data

Semantic Annotation of Satellite Images Using Latent Dirichlet Allocation

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