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Flood Mapping Using Sentinel-1 Images and Lightweight U-Nets Trained on Synthesized Events

IEEE geoscience and remote sensing letters, 2023, Vol.20, p.1-5

2023

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Individual tree crown delineation in a highly diverse tropical forest using very high resolution satellite images

ISPRS journal of photogrammetry and remote sensing, 2018-11, Vol.145, p.362-377

2018

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Automated Extraction of Image-Based Endmember Bundles for Improved Spectral Unmixing

IEEE journal of selected topics in applied earth observations and remote sensing, 2012-04, Vol.5 (2), p.396-408

2012

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Geostatistical Learning: Challenges and Opportunities

Frontiers in applied mathematics and statistics, 2021-07, Vol.7

2021

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Comparison of computer systems and ranking criteria for automatic melanoma detection in dermoscopic images

PloS one, 2017-12, Vol.12 (12), p.e0190112-e0190112

2017

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Learning Geometric Features for Improving the Automatic Detection of Citrus Plantation Rows in UAV Images

IEEE geoscience and remote sensing letters, 2022, Vol.19, p.1-5

2022

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Classify-normalize-classify

Earth science informatics, 2018-03, Vol.11 (1), p.77-97

2018

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Computer-Aided Decision Support for Melanoma Detection Applied on Melanocytic and Nonmelanocytic Skin Lesions: A Comparison of Two Systems Based on Automatic Analysis of Dermoscopic Images

BioMed research international, 2015-01, Vol.2015 (2015), p.1-8

2015

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Dictionaries of deep features for land-use scene classification of very high spatial resolution images

Pattern recognition, 2019-05, Vol.89, p.32-44

2019

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A simple weighted thresholding method for the segmentation of pigmented skin lesions in macroscopic images

Pattern recognition, 2017-04, Vol.64, p.92-104

2017

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Mapping tree species in tropical seasonal semi-deciduous forests with hyperspectral and multispectral data

Remote sensing of environment, 2016-06, Vol.179, p.66-78

2016

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Spatial Preprocessing for Endmember Extraction

IEEE transactions on geoscience and remote sensing, 2009-08, Vol.47 (8), p.2679-2693

2009

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A supervised approach for simultaneous segmentation and classification of remote sensing images

ISPRS journal of photogrammetry and remote sensing, 2018-08, Vol.142, p.162-173

2018

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Flood mapping using Sentinel-1 images and light-weight U-Nets trained on synthesized events

IEEE geoscience and remote sensing letters, 2023-08, p.1-1

2023

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Automatic Segmentation of Dermoscopic Images by Iterative Classification

International journal of biomedical imaging, 2011-01, Vol.2011 (2011), p.1-19

2011

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Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters?

2022 IEEE International Conference on Big Data (Big Data), 2022, p.4860-4867

2022

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A Quantitative and Comparative Analysis of Different Implementations of N-FINDR: A Fast Endmember Extraction Algorithm

IEEE geoscience and remote sensing letters, 2009-10, Vol.6 (4), p.787-791

2009

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Automatic detection of mound structures in airborne laser scanning data

Journal of archaeological science, reports, 2015-06, Vol.2, p.69-79

2015

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Comparison of Biome-Specific AI Models to Estimate Biomass

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023, p.1313-1316

2023

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Classify-normalize-classify: A novel data-driven framework for classifying forest pixels in remote sensing imagery

Earth science informatics, 2018-03, Vol.11 (1), p.77-97

2018

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INVESTIGAÇÃO SOBRE MÉTODOS PARA REDUÇÃO DA DIMENSIONALIDADE DOS DADOS EM IMAGENS HIPERESPECTRAIS

Revista brasileira de cartografia, 2009-11, Vol.57 (1)

2009

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Unmixing Prior to Supervised Classification of Remotely Sensed Hyperspectral Images

IEEE geoscience and remote sensing letters, 2011-07, Vol.8 (4), p.760-764

2011

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Performance of a dermoscopy-based computer vision system for the diagnosis of pigmented skin lesions compared with visual evaluation by experienced dermatologists

Artificial intelligence in medicine, 2014-01, Vol.60 (1), p.13-26

2014

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On the Impact of Lossy Compression on Hyperspectral Image Classification and Unmixing

IEEE geoscience and remote sensing letters, 2011-03, Vol.8 (2), p.253-257

2011

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Computer-aided decision support for melanoma detection applied on melanocytic and non-melanocytic skin lesions: a comparison of two systems based on automatic analysis of dermoscopic images

BioMed research international, 2015

2015

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Flood Mapping Using Sentinel-1 Images and Lightweight U-Nets Trained on Synthesized Events

Individual tree crown delineation in a highly diverse tropical forest using very high resolution satellite images

Automated Extraction of Image-Based Endmember Bundles for Improved Spectral Unmixing

Geostatistical Learning: Challenges and Opportunities

Comparison of computer systems and ranking criteria for automatic melanoma detection in dermoscopic images

Learning Geometric Features for Improving the Automatic Detection of Citrus Plantation Rows in UAV Images

Classify-normalize-classify

Computer-Aided Decision Support for Melanoma Detection Applied on Melanocytic and Nonmelanocytic Skin Lesions: A Comparison of Two Systems Based on Automatic Analysis of Dermoscopic Images

Dictionaries of deep features for land-use scene classification of very high spatial resolution images

A simple weighted thresholding method for the segmentation of pigmented skin lesions in macroscopic images

Mapping tree species in tropical seasonal semi-deciduous forests with hyperspectral and multispectral data

Spatial Preprocessing for Endmember Extraction

A supervised approach for simultaneous segmentation and classification of remote sensing images

Flood mapping using Sentinel-1 images and light-weight U-Nets trained on synthesized events

Automatic Segmentation of Dermoscopic Images by Iterative Classification

Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters?

A Quantitative and Comparative Analysis of Different Implementations of N-FINDR: A Fast Endmember Extraction Algorithm

Automatic detection of mound structures in airborne laser scanning data

Comparison of Biome-Specific AI Models to Estimate Biomass

Classify-normalize-classify: A novel data-driven framework for classifying forest pixels in remote sensing imagery

INVESTIGAÇÃO SOBRE MÉTODOS PARA REDUÇÃO DA DIMENSIONALIDADE DOS DADOS EM IMAGENS HIPERESPECTRAIS

Unmixing Prior to Supervised Classification of Remotely Sensed Hyperspectral Images

Performance of a dermoscopy-based computer vision system for the diagnosis of pigmented skin lesions compared with visual evaluation by experienced dermatologists

On the Impact of Lossy Compression on Hyperspectral Image Classification and Unmixing

Computer-aided decision support for melanoma detection applied on melanocytic and non-melanocytic skin lesions: a comparison of two systems based on automatic analysis of dermoscopic images

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