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Urban Vegetation Mapping from Aerial Imagery Using Explainable AI (XAI)

Sensors (Basel, Switzerland), 2021-07, Vol.21 (14), p.4738

2021

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Deep Learning Approaches Applied to Remote Sensing Datasets for Road Extraction: A State-Of-The-Art Review

Remote sensing (Basel, Switzerland), 2020-05, Vol.12 (9), p.1444

2020

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An ensemble architecture of deep convolutional Segnet and Unet networks for building semantic segmentation from high-resolution aerial images

Geocarto international, 2022-08, Vol.37 (12), p.3355-3370

2022

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VNet: An End-to-End Fully Convolutional Neural Network for Road Extraction From High-Resolution Remote Sensing Data

IEEE access, 2020, Vol.8, p.179424-179436

2020

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RoadVecNet: a new approach for simultaneous road network segmentation and vectorization from aerial and google earth imagery in a complex urban set-up

GIScience and remote sensing, 2021-10, Vol.58 (7), p.1151-1174

2021

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Multi-Object Segmentation in Complex Urban Scenes from High-Resolution Remote Sensing Data

Remote sensing (Basel, Switzerland), 2021-09, Vol.13 (18), p.3710

2021

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Building Footprint Extraction from High Resolution Aerial Images Using Generative Adversarial Network (GAN) Architecture

IEEE access, 2020, Vol.8, p.209517-209527

2020

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Improving Road Semantic Segmentation Using Generative Adversarial Network

IEEE access, 2021, Vol.9, p.64381-64392

2021

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Road Extraction from High-Resolution Orthophoto Images Using Convolutional Neural Network

Journal of the Indian Society of Remote Sensing, 2021-03, Vol.49 (3), p.569-583

2021

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Integrating semantic edges and segmentation information for building extraction from aerial images using UNet

Machine learning with applications, 2021-12, Vol.6, p.100194, Article 100194

2021

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Extraction of road features from UAV images using a novel level set segmentation approach

도시과학국제저널, 2019, 23(3), 58, pp.391-405

2019

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Explainable artificial intelligence (XAI) for interpreting the contributing factors feed into the wildfire susceptibility prediction model

The Science of the total environment, 2023-06, Vol.879, p.163004-163004, Article 163004

2023

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Semi automatic road extraction from digital images

The Egyptian journal of remote sensing and space sciences, 2017-06, Vol.20 (1), p.117-123

2017

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Short-time-series grassland mapping using Sentinel-2 imagery and deep learning-based architecture

The Egyptian journal of remote sensing and space sciences, 2022-12, Vol.25 (3), p.673-685

2022

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Integrated technique of segmentation and classification methods with connected components analysis for road extraction from orthophoto images

Expert systems with applications, 2021-08, Vol.176, p.114908, Article 114908

2021

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The global prevalence of depression, anxiety, and sleep disorder among patients coping with Post COVID-19 syndrome (long COVID): a systematic review and meta-analysis

BMC psychiatry, 2024-02, Vol.24 (1), p.105-105, Article 105

2024

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Forest fuel type classification: Review of remote sensing techniques, constraints and future trends

Journal of environmental management, 2023-09, Vol.342, p.118315-118315, Article 118315

2023

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SC-RoadDeepNet: A New Shape and Connectivity-Preserving Road Extraction Deep Learning-Based Network From Remote Sensing Data

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-15

2022

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Regional-Scale Analysis of Vegetation Dynamics Using Satellite Data and Machine Learning Algorithms: A Multi-Factorial Approach

International journal on smart sensing and intelligent systems, 2023-01, Vol.16 (1)

2023

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Levels of brain-derived neurotrophic factor (BDNF) among patients with COVID-19: a systematic review and meta-analysis

European archives of psychiatry and clinical neuroscience, 2023-08

2023

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Google Earth Engine for Advanced Land Cover Analysis from Landsat-8 Data with Spectral and Topographic Insights

Journal of sensors, 2023-10, Vol.2023, p.1-14

2023

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Urban Development Modeling Using Integrated Fuzzy Systems, Ordered Weighted Averaging (OWA), and Geospatial Techniques

Sustainability (Basel, Switzerland), 2020-02, Vol.12 (3), p.809

2020

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Extraction of road features from UAV images using a novel level set segmentation approach

International Journal of Urban Sciences, 2019-09, p.391-405

2019

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Investigation of SVM and Level Set Interactive Methods for Road Extraction from Google Earth Images

Journal of the Indian Society of Remote Sensing, 2018-03, Vol.46 (3), p.423-430

2018

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Prioritization of Kashafrud Sub-basins in Terms of Flooding Sensitivity Based on ELECTRE-TRI Algorithm

Universal Journal of Geoscience, 2017-08, Vol.5 (4), p.83-90

2017

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Urban Vegetation Mapping from Aerial Imagery Using Explainable AI (XAI)

Deep Learning Approaches Applied to Remote Sensing Datasets for Road Extraction: A State-Of-The-Art Review

An ensemble architecture of deep convolutional Segnet and Unet networks for building semantic segmentation from high-resolution aerial images

VNet: An End-to-End Fully Convolutional Neural Network for Road Extraction From High-Resolution Remote Sensing Data

RoadVecNet: a new approach for simultaneous road network segmentation and vectorization from aerial and google earth imagery in a complex urban set-up

Multi-Object Segmentation in Complex Urban Scenes from High-Resolution Remote Sensing Data

Building Footprint Extraction from High Resolution Aerial Images Using Generative Adversarial Network (GAN) Architecture

Improving Road Semantic Segmentation Using Generative Adversarial Network

Road Extraction from High-Resolution Orthophoto Images Using Convolutional Neural Network

Integrating semantic edges and segmentation information for building extraction from aerial images using UNet

Extraction of road features from UAV images using a novel level set segmentation approach

Explainable artificial intelligence (XAI) for interpreting the contributing factors feed into the wildfire susceptibility prediction model

Semi automatic road extraction from digital images

Short-time-series grassland mapping using Sentinel-2 imagery and deep learning-based architecture

Integrated technique of segmentation and classification methods with connected components analysis for road extraction from orthophoto images

The global prevalence of depression, anxiety, and sleep disorder among patients coping with Post COVID-19 syndrome (long COVID): a systematic review and meta-analysis

Forest fuel type classification: Review of remote sensing techniques, constraints and future trends

SC-RoadDeepNet: A New Shape and Connectivity-Preserving Road Extraction Deep Learning-Based Network From Remote Sensing Data

Regional-Scale Analysis of Vegetation Dynamics Using Satellite Data and Machine Learning Algorithms: A Multi-Factorial Approach

Levels of brain-derived neurotrophic factor (BDNF) among patients with COVID-19: a systematic review and meta-analysis

Google Earth Engine for Advanced Land Cover Analysis from Landsat-8 Data with Spectral and Topographic Insights

Urban Development Modeling Using Integrated Fuzzy Systems, Ordered Weighted Averaging (OWA), and Geospatial Techniques

Extraction of road features from UAV images using a novel level set segmentation approach

Investigation of SVM and Level Set Interactive Methods for Road Extraction from Google Earth Images

Prioritization of Kashafrud Sub-basins in Terms of Flooding Sensitivity Based on ELECTRE-TRI Algorithm

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