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Plant identification using deep neural networks via optimization of transfer learning parameters

Neurocomputing (Amsterdam), 2017-04, Vol.235, p.228-235

2017

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Transfer learning between crop types for semantic segmentation of crops versus weeds in precision agriculture

Journal of field robotics, 2020-01, Vol.37 (1), p.7-19

2020

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Remote Sensing Image Retrieval With Global Morphological Texture Descriptors

IEEE transactions on geoscience and remote sensing, 2014-05, Vol.52 (5), p.3023-3034

Aptoula, Erchan

2014

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A Deep Multitask Semisupervised Learning Approach for Chlorophyll-a Retrieval from Remote Sensing Images

Remote sensing (Basel, Switzerland), 2022-01, Vol.14 (1), p.18

2022

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Retrieval of Remote Sensing Images with Pattern Spectra Descriptors

ISPRS international journal of geo-information, 2016-12, Vol.5 (12), p.228-228

2016

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Chlorophyll-a Retrieval From Sentinel-2 Images Using Convolutional Neural Network Regression

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

2022

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A Discriminative Long Short Term Memory Network with Metric Learning Applied to Multispectral Time Series Classification

Journal of imaging, 2020-07, Vol.6 (7), p.68

2020

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Hierarchical Spatial-Spectral Features for the Chlorophyll-a Estimation of Lake Balik, Turkey

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

2022

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Hyperspectral Image Classification With Multidimensional Attribute Profiles

IEEE geoscience and remote sensing letters, 2015-10, Vol.12 (10), p.2031-2035

Aptoula, Erchan

2015

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Extending morphological covariance

Pattern recognition, 2012-12, Vol.45 (12), p.4524-4535

Aptoula, Erchan

2012

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A practical algorithm for the retrieval of floe size distribution of Arctic sea ice from high-resolution satellite Synthetic Aperture Radar imagery

Elementa (Washington, D.C.), 2017-07, Vol.5

2017

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Deep Learning With Attribute Profiles for Hyperspectral Image Classification

IEEE geoscience and remote sensing letters, 2016-12, Vol.13 (12), p.1970-1974

2016

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HistSegNet: Histogram Layered Segmentation Network for SAR Image-Based Flood Segmentation

IEEE geoscience and remote sensing letters, 2024, Vol.21, p.1-5

2024

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Unsupervised domain adaptation for the semantic segmentation of remote sensing images via a class-aware Fourier transform and a fine-grained discriminator

Digital signal processing, 2024-08, Vol.151, p.104551, Article 104551

2024

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Deep Network Ensembles for Aerial Scene Classification

IEEE geoscience and remote sensing letters, 2019-05, Vol.16 (5), p.732-735

2019

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Comparative study of moment based parameterization for morphological texture description

Journal of visual communication and image representation, 2012-11, Vol.23 (8), p.1213-1224

Aptoula, Erchan

2012

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Unsupervised Domain Adaptation for the Semantic Segmentation of Remote Sensing Images via One-Shot Image-to-Image Translation

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

2023

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A comparative study on multivariate mathematical morphology

Pattern recognition, 2007-11, Vol.40 (11), p.2914-2929

2007

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GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data

IEEE geoscience and remote sensing letters, 2018-06, Vol.15 (6), p.942-946

2018

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Pixel-Based Classification of SAR Images Using Feature Attribute Profiles

IEEE geoscience and remote sensing letters, 2019-04, Vol.16 (4), p.564-567

2019

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Vector Attribute Profiles for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2016-06, Vol.54 (6), p.3208-3220

2016

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Local Feature-Based Attribute Profiles for Optical Remote Sensing Image Classification

IEEE transactions on geoscience and remote sensing, 2018-02, Vol.56 (2), p.1199-1212

2018

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Deep Regression Versus Detection for Counting in Robotic Phenotyping

IEEE robotics and automation letters, 2021-04, Vol.6 (2), p.2902-2907

2021

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Feature Profiles from Attribute Filtering for Classification of Remote Sensing Images

IEEE journal of selected topics in applied earth observations and remote sensing, 2018-01, Vol.11 (1), p.249-256

2018

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Classification of Remote Sensing Data With Morphological Attribute Profiles: A decade of advances

IEEE geoscience and remote sensing magazine, 2021-09, Vol.9 (3), p.43-71

2021

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Plant identification using deep neural networks via optimization of transfer learning parameters

Transfer learning between crop types for semantic segmentation of crops versus weeds in precision agriculture

Remote Sensing Image Retrieval With Global Morphological Texture Descriptors

A Deep Multitask Semisupervised Learning Approach for Chlorophyll-a Retrieval from Remote Sensing Images

Retrieval of Remote Sensing Images with Pattern Spectra Descriptors

Chlorophyll-a Retrieval From Sentinel-2 Images Using Convolutional Neural Network Regression

A Discriminative Long Short Term Memory Network with Metric Learning Applied to Multispectral Time Series Classification

Hierarchical Spatial-Spectral Features for the Chlorophyll-a Estimation of Lake Balik, Turkey

Hyperspectral Image Classification With Multidimensional Attribute Profiles

Extending morphological covariance

A practical algorithm for the retrieval of floe size distribution of Arctic sea ice from high-resolution satellite Synthetic Aperture Radar imagery

Deep Learning With Attribute Profiles for Hyperspectral Image Classification

HistSegNet: Histogram Layered Segmentation Network for SAR Image-Based Flood Segmentation

Unsupervised domain adaptation for the semantic segmentation of remote sensing images via a class-aware Fourier transform and a fine-grained discriminator

Deep Network Ensembles for Aerial Scene Classification

Comparative study of moment based parameterization for morphological texture description

Unsupervised Domain Adaptation for the Semantic Segmentation of Remote Sensing Images via One-Shot Image-to-Image Translation

A comparative study on multivariate mathematical morphology

GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data

Pixel-Based Classification of SAR Images Using Feature Attribute Profiles

Vector Attribute Profiles for Hyperspectral Image Classification

Local Feature-Based Attribute Profiles for Optical Remote Sensing Image Classification

Deep Regression Versus Detection for Counting in Robotic Phenotyping

Feature Profiles from Attribute Filtering for Classification of Remote Sensing Images

Classification of Remote Sensing Data With Morphological Attribute Profiles: A decade of advances

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