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

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

(2021) Abolfazl Abdollahi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Earthquake-Induced Building-Damage Mapping Using Explainable AI (XAI)

(2021) Sahar S. Matin et al.   SENSORS

Failure mode and effects analysis of RC members based on machine-learning-based SHapley Additive exPlanations (SHAP) approach

(2020) Sujith Mangalathu et al.   ENGINEERING STRUCTURES

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

(2020) Abolfazl Abdollahi et al.   Geocarto International

High-Resolution Vegetation Mapping Using eXtreme Gradient Boosting Based on Extensive Features

(2019) Heng Zhang et al.   Remote Sensing

Long Time Series Land Cover Classification in China from 1982 to 2015 Based on Bi-LSTM Deep Learning

(2019) Haoyu Wang et al.   Remote Sensing

Shapley additive explanations for NO2 forecasting

(2019) María Vega García et al.   Ecological Informatics

An Object-Based Strategy for Improving the Accuracy of Spatiotemporal Satellite Imagery Fusion for Vegetation-Mapping Applications

(2019) Hongcan Guan et al.   Remote Sensing

Feature Selection Method Based on High-Resolution Remote Sensing Images and the Effect of Sensitive Features on Classification Accuracy

(2018) Yi Zhou et al.   SENSORS

A New Vegetation Segmentation Approach for Cropped Fields Based on Threshold Detection from Hue Histograms

(2018) Mohamed Hassanein et al.   SENSORS

Classification of Very High Resolution Aerial Photos Using Spectral-Spatial Convolutional Neural Networks

(2018) Maher Ibrahim Sameen et al.   Journal of Sensors

Study on Multi-Scale Window Determination for GLCM Texture Description in High-Resolution Remote Sensing Image Geo-Analysis Supported by GIS and Domain Knowledge

(2018) Zeying Lan et al.   ISPRS International Journal of Geo-Information

Aerial imagery for roof segmentation: A large-scale dataset towards automatic mapping of buildings

(2018) Qi Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Detection of Corn and Weed Species by the Combination of Spectral, Shape and Textural Features

(2017) Fenfang Lin et al.   Sustainability

An efficient unsupervised index based approach for mapping urban vegetation from IKONOS imagery

(2016) Julius Y Anchang et al.   International Journal of Applied Earth Observation and Geoinformation

Using an unsupervised approach of Probabilistic Neural Network (PNN) for land use classification from multitemporal satellite images

(2015) Jawad Iounousse et al.   APPLIED SOFT COMPUTING

UAV Remote Sensing for Urban Vegetation Mapping Using Random Forest and Texture Analysis

(2015) Quanlong Feng et al.   Remote Sensing

Analyzing fine-scale wetland composition using high resolution imagery and texture features

(2013) Zoltan Szantoi et al.   International Journal of Applied Earth Observation and Geoinformation

Object-oriented mapping of urban trees using Random Forest classifiers

(2013) Anne Puissant et al.   International Journal of Applied Earth Observation and Geoinformation

Land Cover Classification in a Complex Urban-Rural Landscape with QuickBird Imagery

(2013) Dengsheng Lu et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Feature Mining for Hyperspectral Image Classification

(2013) Xiuping Jia et al.   PROCEEDINGS OF THE IEEE

Urban vegetation classification: Benefits of multitemporal RapidEye satellite data

(2013) Jan Tigges et al.   REMOTE SENSING OF ENVIRONMENT

Processing and Assessment of Spectrometric, Stereoscopic Imagery Collected Using a Lightweight UAV Spectral Camera for Precision Agriculture

(2013) Eija Honkavaara et al.   Remote Sensing

Object-based urban vegetation mapping with high-resolution aerial photography as a single data source

(2012) Xiaoxiao Li et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Combining object-based texture measures with a neural network for vegetation mapping in the Everglades from hyperspectral imagery

(2012) Caiyun Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Multispectral Remote Sensing from Unmanned Aircraft: Image Processing Workflows and Applications for Rangeland Environments

(2011) Andrea S. Laliberte et al.   Remote Sensing

Object-oriented method for urban vegetation mapping using IKONOS imagery

(2010) Xiuying Zhang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Land cover change assessment using decision trees, support vector machines and maximum likelihood classification algorithms

(2009) J.R. Otukei et al.   International Journal of Applied Earth Observation and Geoinformation

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Using texture analysis to improve per-pixel classification of very high resolution images for mapping plastic greenhouses

(2008) Francisco Agüera et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Extracting urban vegetation characteristics using spectral mixture analysis and decision tree classifications

(2008) Thoreau Rory Tooke et al.   REMOTE SENSING OF ENVIRONMENT