A Comparison of ML and DL Approaches for Crowd Analysis on the Hajj Pilgrimage. - Muhammad Nur Hakim Bin Zamri; Junaidi Abdullah; Roman Bhuiyan; Noramiza Hashim; Fahmid Al Farid; Jia Uddin; Mohd Nizam Husen; Norra Abdullah (IVIC, 2021)

Crowd density estimation using deep learning for Hajj pilgrimage video analytics. - Roman Bhuiyan; Junaidi Abdullah; Noramiza Hashim; Fahmid Al Farid; Jia Uddin; Norra Abdullah; Mohd Ali Samsudin (F1000Research, 2021)

A deep crowd density classification model for Hajj pilgrimage using fully convolutional neural network. - Roman Bhuiyan; Junaidi Abdullah; Noramiza Hashim; Fahmid Al Farid; Mohammad Ahsanul Haque; Jia Uddin; Wan Noorshahida Mohd Isa; Mohd Nizam Husen; Norra Abdullah (PeerJ Comput. Sci., 2022)

Deep Dilated Convolutional Neural Network for Crowd Density Image Classification with Dataset Augmentation for Hajj Pilgrimage. - Roman Bhuiyan; Junaidi Abdullah; Noramiza Hashim; Fahmid Al Farid; Wan Noorshahida Mohd Isa; Jia Uddin; Norra Abdullah (Sensors, 2022)