Helmi Zulhaidi Mohd Shafri

20 papers C 1Journal 17Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Radar-optical fusion of Sentinel-1/2 for high-resolution NDVI reconstruction and landscape-driven carbon flux assessment in Kuala Selangor, Malaysia (2020-2024). Int. J. Appl. Earth Obs. Geoinformation Pengfei Jia, Helmi Zulhaidi Mohd Shafri, Shengrui Yu, Zhi Zheng, Shiqing You, Abdul Rashid Mohamed Shariff
2024	C	`conf`	Monsoon Seasons and Ground Stroke Density in Peninsular Malaysia: A GIS-Based Study for 2023. iSPEC Nur Azliza Ahmad, Mohd Zainal Abidin Ab Kadir, Nik Norasma Che'ya, Helmi Zulhaidi Mohd Shafri, Ungku Anisa Ungku Amirulddin, Nurzanariah Roslan
2024	J	`jnl`	Predicting oil palm yield using a comprehensive agronomy dataset and 17 machine learning and deep learning models. Ecol. Informatics 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
2022	J	`jnl`	DeepAutoMapping: low-cost and real-time geospatial map generation method using deep learning and video streams. Earth Sci. Informatics Jalal Ibrahim Al-Azizi, Helmi Zulhaidi Mohd Shafri, Shaiful Jahari Bin Hashim, Shattri Mansor
2022	J	`jnl`	Global Spatial Suitability Mapping of Wind and Solar Systems Using an Explainable AI-Based Approach. ISPRS Int. J. Geo Inf. Mourtadha Sarhan Sachit, Helmi Zulhaidi Mohd Shafri, Ahmad Fikri Abdullah, Azmin Shakrine Mohd Rafie, Mohamed Barakat A. Gibril
2022	J	`jnl`	Multi-Modal Feature Fusion Network with Adaptive Center Point Detector for Building Instance Extraction. Remote. Sens. Qinglie Yuan, Helmi Zulhaidi Mohd Shafri
2022	J	`jnl`	Oil palm yield prediction across blocks from multi-source data using machine learning and deep learning. Earth Sci. Informatics 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
2021	J	`jnl`	Automated Building Detection from Airborne LiDAR and Very High-Resolution Aerial Imagery with Deep Neural Network. Remote. Sens. Ojogbane Success Sani, Shattri Mansor, Bahareh Kalantar, Zailani Khuzaimah, Helmi Zulhaidi Mohd Shafri, Naonori Ueda
2021	J	`jnl`	Deep Convolutional Neural Network for Large-Scale Date Palm Tree Mapping from UAV-Based Images. Remote. Sens. Mohamed Barakat A. Gibril, Helmi Zulhaidi Mohd Shafri, Abdallah Shanableh, Rami Al-Ruzouq, Aimrun Wayayok, Shaiful Jahari Hashim
2021	J	`jnl`	Multiscale Semantic Feature Optimization and Fusion Network for Building Extraction Using High-Resolution Aerial Images and LiDAR Data. Remote. Sens. Qinglie Yuan, Helmi Zulhaidi Mohd Shafri, Aidi Hizami Alias, Shaiful Jahari Bin Hashim
2018	J	`jnl`	Deep Learning Approach for Building Detection Using LiDAR-Orthophoto Fusion. J. Sensors Faten Hamed Nahhas, Helmi Zulhaidi Mohd Shafri, Maher Ibrahim Sameen, Biswajeet Pradhan, Shattri Mansor
2018	J	`jnl`	Oil Palm Counting and Age Estimation from WorldView-3 Imagery and LiDAR Data Using an Integrated OBIA Height Model and Regression Analysis. J. Sensors Hossein Mojaddadi Rizeei, Helmi Zulhaidi Mohd Shafri, Mohamed Ali Mohamoud, Biswajeet Pradhan, Bahareh Kalantar
2017	J	`jnl`	Multiple Moving Object Detection From UAV Videos Using Trajectories of Matched Regional Adjacency Graphs. IEEE Trans. Geosci. Remote. Sens. Bahareh Kalantar, Shattri Mansor, Alfian Abdul Halin, Helmi Zulhaidi Mohd Shafri, Mohsen Zand
2016	J	`jnl`	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. Biswajeet Pradhan, Mustafa Neamah Jebur, Helmi Zulhaidi Mohd Shafri, Mahyat Shafapour Tehrany
2015	J	`jnl`	A stable and accurate wavelet-based method for noise reduction from hyperspectral vegetation spectrum. Earth Sci. Informatics Ladan Ebadi, Helmi Zulhaidi Mohd Shafri
2014	J	`jnl`	Capability of Integrated MODIS Imagery and ALOS for Oil Palm, Rubber and Forest Areas Mapping in Tropical Forest Regions. Sensors Sheriza Mohd Razali, Arnaldo Marin, Ahmad Ainuddin Nuruddin, Helmi Zulhaidi Mohd Shafri, Hazandy Abdul Hamid
2014	J	`jnl`	Development of obstacle avoidance Technique in Web-based Geographic Information System for Traffic Management using Open Source Software. J. Comput. Sci. Nik Mohd Ramli Nik Yusoff, Helmi Zulhaidi Mohd Shafri, Ratnasamy Muniandy, Islam Mohammad Wali
2013	J	`jnl`	Hyperspectral discrimination of tree species with different classifications using single- and multiple-endmember. Int. J. Appl. Earth Obs. Geoinformation Azadeh Ghiyamat, Helmi Zulhaidi Mohd Shafri, Ghafour Amouzad Mahdiraji, Abdul Rashid Mohamed Shariff, Shattri Mansor
2012	—	`conf`	A comparison of hyperspectral data and worldview-2 images to detect impervious surface. WHISPERS Ebrahim Taherzadeh, Helmi Zulhaidi Mohd Shafri, Shattri Mansor, Ravshan Ashurov
2008	—	`conf`	Optimization of Ground Penetrating Radar (GPR) Mixture Model in Road Pavement Density Data Analysis. IGARSS (3) Helmi Zulhaidi Mohd Shafri, Raja Syamsul Azmir Raja Abdullah, Mardeni Roslee, Ratnasamy Muniandy