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Journal Articles
- 2024
[j20]Ehsan Jolous Jamshidi, Yusri Yusup, Chee Wooi Hooy, Mohamad Anuar Kamaruddin, Hasnuri Mat Hassan, Syahidah Akmal Muhammad, Helmi Zulhaidi Mohd Shafri, Kek Hoe Then, Mohd Shahkhirat Norizan, Choon Chek Tan:
Predicting oil palm yield using a comprehensive agronomy dataset and 17 machine learning and deep learning models. Ecol. Informatics 81: 102595 (2024)- 2023
- [j19]Sadeq Khaleefah Hanoon
, Ahmad Fikri Abdullah, Helmi Z. M. Shafri, Aimrun Wayayok:
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. 12(2): 76 (2023) - 2022
- [j18]Jalal Ibrahim Al-Azizi, Helmi Zulhaidi Mohd Shafri, Shaiful Jahari Bin Hashim, Shattri Mansor:
DeepAutoMapping: low-cost and real-time geospatial map generation method using deep learning and video streams. Earth Sci. Informatics 15(3): 1481-1494 (2022) - [j17]Yuhao Ang, Helmi Zulhaidi Mohd Shafri, Yang Ping Lee, Shahrul Azman Bakar, Haryati Abidin, Mohd Umar Ubaydah Mohd Junaidi, Shaiful Jahari Hashim, Nik Norasma Che'ya, Mohd Roshdi Hassan, Hwee San Lim, Rosni Abdullah, Yusri Yusup, Syahidah Akmal Muhammad, Sin Yin Teh, Mohd Na'aim Samad:
Oil palm yield prediction across blocks from multi-source data using machine learning and deep learning. Earth Sci. Informatics 15(4): 2349-2367 (2022) - [j16]Mourtadha Sarhan Sachit, Helmi Zulhaidi Mohd Shafri, Ahmad Fikri Abdullah, Azmin Shakrine Mohd Rafie, Mohamed Barakat A. Gibril:
Global Spatial Suitability Mapping of Wind and Solar Systems Using an Explainable AI-Based Approach. ISPRS Int. J. Geo Inf. 11(8): 422 (2022) - [j15]Sadeq Khaleefah Hanoon, Ahmad Fikri Abdullah, Helmi Z. M. Shafri, Aimrun Wayayok:
A Novel Approach Based on Machine Learning and Public Engagement to Predict Water-Scarcity Risk in Urban Areas. ISPRS Int. J. Geo Inf. 11(12): 606 (2022) - [j14]Qinglie Yuan, Helmi Zulhaidi Mohd Shafri:
Multi-Modal Feature Fusion Network with Adaptive Center Point Detector for Building Instance Extraction. Remote. Sens. 14(19): 4920 (2022) - 2021
- [j13]Qinglie Yuan, Helmi Zulhaidi Mohd Shafri, Aidi Hizami Alias, Shaiful Jahari Bin Hashim:
Multiscale Semantic Feature Optimization and Fusion Network for Building Extraction Using High-Resolution Aerial Images and LiDAR Data. Remote. Sens. 13(13): 2473 (2021) - [j12]Mohamed Barakat A. Gibril, Helmi Zulhaidi Mohd Shafri, Abdallah Shanableh, Rami Al-Ruzouq, Aimrun Wayayok, Shaiful Jahari Hashim:
Deep Convolutional Neural Network for Large-Scale Date Palm Tree Mapping from UAV-Based Images. Remote. Sens. 13(14): 2787 (2021) - [j11]Ojogbane Success Sani, Shattri Mansor, Bahareh Kalantar, Zailani Khuzaimah, Helmi Zulhaidi Mohd Shafri, Naonori Ueda:
Automated Building Detection from Airborne LiDAR and Very High-Resolution Aerial Imagery with Deep Neural Network. Remote. Sens. 13(23): 4803 (2021) - 2020
- [j10]Mohamed Barakat A. Gibril, Bahareh Kalantar, Rami Al-Ruzouq, Naonori Ueda, Vahideh Saeidi, Abdallah Shanableh, Shattri Mansor, Helmi Z. M. Shafri:
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. 12(7): 1081 (2020) - 2018
- [j9]Hossein Mojaddadi Rizeei, Helmi Zulhaidi Mohd Shafri, Mohamed Ali Mohamoud, Biswajeet Pradhan, Bahareh Kalantar:
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: 2536327:1-2536327:14 (2018) - [j8]Faten Hamed Nahhas, Helmi Zulhaidi Mohd Shafri, Maher Ibrahim Sameen, Biswajeet Pradhan, Shattri Mansor:
Deep Learning Approach for Building Detection Using LiDAR-Orthophoto Fusion. J. Sensors 2018: 7212307:1-7212307:12 (2018) - 2017
- [j7]Maher Ibrahim Sameen, Biswajeet Pradhan, Helmi Z. M. Shafri, Mustafa Ridha Mezaal, Hussain bin Hamid:
Integration of Ant Colony Optimization and Object-Based Analysis for LiDAR Data Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(5): 2055-2066 (2017) - [j6]Bahareh Kalantar, Shattri Mansor, Alfian Abdul Halin, Helmi Zulhaidi Mohd Shafri, Mohsen Zand:
Multiple Moving Object Detection From UAV Videos Using Trajectories of Matched Regional Adjacency Graphs. IEEE Trans. Geosci. Remote. Sens. 55(9): 5198-5213 (2017) - 2016
- [j5]Biswajeet Pradhan, Mustafa Neamah Jebur, Helmi Zulhaidi Mohd Shafri, Mahyat Shafapour Tehrany:
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. 54(3): 1610-1622 (2016) - 2015
- [j4]Ladan Ebadi, Helmi Zulhaidi Mohd Shafri:
A stable and accurate wavelet-based method for noise reduction from hyperspectral vegetation spectrum. Earth Sci. Informatics 8(2): 411-425 (2015) - 2014
- [j3]Nik Mohd Ramli Nik Yusoff, Helmi Zulhaidi Mohd Shafri, Ratnasamy Muniandy, Islam Mohammad Wali:
Development of obstacle avoidance Technique in Web-based Geographic Information System for Traffic Management using Open Source Software. J. Comput. Sci. 10(7): 1259-1268 (2014) - [j2]Sheriza Mohd Razali, Arnaldo Marin, Ahmad Ainuddin Nuruddin, Helmi Zulhaidi Mohd Shafri, Hazandy Abdul Hamid:
Capability of Integrated MODIS Imagery and ALOS for Oil Palm, Rubber and Forest Areas Mapping in Tropical Forest Regions. Sensors 14(5): 8259-8282 (2014) - 2013
- [j1]Azadeh Ghiyamat, Helmi Zulhaidi Mohd Shafri, Ghafour Amouzad Mahdiraji, Abdul Rashid Mohamed Shariff, Shattri Mansor:
Hyperspectral discrimination of tree species with different classifications using single- and multiple-endmember. Int. J. Appl. Earth Obs. Geoinformation 23: 177-191 (2013)
Conference and Workshop Papers
- 2022
- [c4]Sadeq Khaleefah Hanoon, Ahmad Fikri Abdullah, Helmi Z. M. Shafri, Aimrun Wayayok:
Using Supervised Classification technique to monitor hydrological systems of Mesopotamia marshes in Dhi- Qar province (Iraq). IGARSS 2022: 6189-6192 - 2012
- [c3]Ebrahim Taherzadeh, Helmi Zulhaidi Mohd Shafri, Shattri Mansor, Ravshan Ashurov:
A comparison of hyperspectral data and worldview-2 images to detect impervious surface. WHISPERS 2012: 1-4 - 2011
- [c2]Ebrahim Taherzadeh, Helmi Z. M. Shafri:
Using hyperspectral remote sensing data in urban mapping over Kuala Lumpur. JURSE 2011: 405-408 - 2008
- [c1]Helmi Zulhaidi Mohd Shafri, Raja Syamsul Azmir Raja Abdullah, Mardeni Roslee, Ratnasamy Muniandy:
Optimization of Ground Penetrating Radar (GPR) Mixture Model in Road Pavement Density Data Analysis. IGARSS (3) 2008: 1326-1329
Coauthor Index
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