Husam Abdulrasool H. Al-Najjar

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 9

Top Topics

Convolutional Neural Networks

Land Cover Classification

Feature Transformation

Damage Detection

Top Venues

Publications

Bahareh Kalantar, Naonori Ueda, Mohsen Zand, Husam Abdulrasool H. Al-Najjar
Moving Object Detection by Low-Rank Analysis of Region-Based Correlated Motion Fields. IGARSS (2023)
Husam Abdulrasool H. Al-Najjar, Biswajeet Pradhan, Raju Sarkar, Ghassan Beydoun, Abdullah M. Alamri
A New Integrated Approach for Landslide Data Balancing and Spatial Prediction Based on Generative Adversarial Networks (GAN). Remote. Sens. 13 (19) (2021)
Husam Abdulrasool H. Al-Najjar, Biswajeet Pradhan, Bahareh Kalantar, Maher Ibrahim Sameen, M. Santosh, Abdullah M. Alamri
Landslide Susceptibility Modeling: An Integrated Novel Method Based on Machine Learning Feature Transformation. Remote. Sens. 13 (16) (2021)
Bahareh Kalantar, Naonori Ueda, Husam Abdulrasool H. Al-Najjar, Alfian Abdul Halin
Assessment of Convolutional Neural Network Architectures for Earthquake-Induced Building Damage Detection based on Pre- and Post-Event Orthophoto Images. Remote. Sens. 12 (21) (2020)
Hoang Nguyen, Hossein Moayedi, Loke Kok Foong, Husam Abdulrasool H. Al-Najjar, Wan Amizah Wan Jusoh, Ahmad Safuan A. Rashid, Jamaloddin Jamali
Optimizing ANN models with PSO for predicting short building seismic response. Eng. Comput. 36 (3) (2020)
Biswajeet Pradhan, Husam Abdulrasool H. Al-Najjar, Maher Ibrahim Sameen, Ivor W. Tsang, Abdullah M. Alamri
Unseen Land Cover Classification from High-Resolution Orthophotos Using Integration of Zero-Shot Learning and Convolutional Neural Networks. Remote. Sens. 12 (10) (2020)
Biswajeet Pradhan, Husam Abdulrasool H. Al-Najjar, Maher Ibrahim Sameen, Mustafa Ridha Mezaal, Abdullah M. Alamri
Landslide Detection Using a Saliency Feature Enhancement Technique From LiDAR-Derived DEM and Orthophotos. IEEE Access 8 (2020)
Bahareh Kalantar, Naonori Ueda, Usman Salihu Lay, Husam Abdulrasool H. Al-Najjar, Alfian Abdul Halin
Conditioning Factors Determination for Landslide Susceptibility Mapping Using Support Vector Machine Learning. IGARSS (2019)
Husam Abdulrasool H. Al-Najjar, Bahareh Kalantar, Biswajeet Pradhan, Vahideh Saeidi, Alfian Abdul Halin, Naonori Ueda, Shattri Mansor
Land Cover Classification from fused DSM and UAV Images Using Convolutional Neural Networks. Remote. Sens. 11 (12) (2019)