Helmi Z. M. Shafri
Orcid: 0000-0002-8669-874X
According to our database1,
Helmi Z. M. Shafri
authored at least 23 papers
between 2008 and 2023.
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Bibliography
2023
Urban Growth Forecast Using Machine Learning Algorithms and GIS-Based Novel Techniques: A Case Study Focusing on Nasiriyah City, Southern Iraq.
ISPRS Int. J. Geo Inf., 2023
2022
A Novel Approach Based on Machine Learning and Public Engagement to Predict Water-Scarcity Risk in Urban Areas.
ISPRS Int. J. Geo Inf., December, 2022
Oil palm yield prediction across blocks from multi-source data using machine learning and deep learning.
Earth Sci. Informatics, December, 2022
Multi-Modal Feature Fusion Network with Adaptive Center Point Detector for Building Instance Extraction.
Remote. Sens., 2022
Global Spatial Suitability Mapping of Wind and Solar Systems Using an Explainable AI-Based Approach.
ISPRS Int. J. Geo Inf., 2022
DeepAutoMapping: low-cost and real-time geospatial map generation method using deep learning and video streams.
Earth Sci. Informatics, 2022
Using Supervised Classification technique to monitor hydrological systems of Mesopotamia marshes in Dhi- Qar province (Iraq).
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
Multiscale Semantic Feature Optimization and Fusion Network for Building Extraction Using High-Resolution Aerial Images and LiDAR Data.
Remote. Sens., 2021
Automated Building Detection from Airborne LiDAR and Very High-Resolution Aerial Imagery with Deep Neural Network.
Remote. Sens., 2021
Deep Convolutional Neural Network for Large-Scale Date Palm Tree Mapping from UAV-Based Images.
Remote. Sens., 2021
2020
Mapping Heterogeneous Urban Landscapes from the Fusion of Digital Surface Model and Unmanned Aerial Vehicle-Based Images Using Adaptive Multiscale Image Segmentation and Classification.
Remote. Sens., 2020
2018
Oil Palm Counting and Age Estimation from WorldView-3 Imagery and LiDAR Data Using an Integrated OBIA Height Model and Regression Analysis.
J. Sensors, 2018
J. Sensors, 2018
2017
Multiple Moving Object Detection From UAV Videos Using Trajectories of Matched Regional Adjacency Graphs.
IEEE Trans. Geosci. Remote. Sens., 2017
Integration of Ant Colony Optimization and Object-Based Analysis for LiDAR Data Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
2016
Data Fusion Technique Using Wavelet Transform and Taguchi Methods for Automatic Landslide Detection From Airborne Laser Scanning Data and QuickBird Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2016
2015
A stable and accurate wavelet-based method for noise reduction from hyperspectral vegetation spectrum.
Earth Sci. Informatics, 2015
2014
Capability of Integrated MODIS Imagery and ALOS for Oil Palm, Rubber and Forest Areas Mapping in Tropical Forest Regions.
Sensors, 2014
Development of obstacle avoidance Technique in Web-based Geographic Information System for Traffic Management using Open Source Software.
J. Comput. Sci., 2014
2013
Hyperspectral discrimination of tree species with different classifications using single- and multiple-endmember.
Int. J. Appl. Earth Obs. Geoinformation, 2013
2012
A comparison of hyperspectral data and worldview-2 images to detect impervious surface.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
2011
Proceedings of the Joint Urban Remote Sensing Event, 2011
2008
Optimization of Ground Penetrating Radar (GPR) Mixture Model in Road Pavement Density Data Analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008