Article

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid (2026) Retraction Note: Video analytics using deep learning for crowd analysis: a review. Multimedia Tools and Applications, 85 (5). ISSN 1573-7721

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Farid, Fahmid Al and Isa, Wan Noorshahida Mohd and Uddin, Jia and Karim, Hezerul Abdul and Mansor, Sarina and Balaganesh, Duraisamy and Sarker, Md Tanjil (2025) Optical flow and deep learning-based anomaly detection for hajj pilgrimage crowd monitoring. Signal, Image and Video Processing, 19 (9). ISSN 1863-1703

Ramadan, Syed Taha Yeasin and Sakib, Tanjim and Al Farid, Fahmid and Islam, Md. Shofiqul and Abdullah, Junaidi and Bhuiyan, Md Roman and Mansor, Sarina and Abdul Karim, Hezerul (2024) Improving Wheat Leaf Disease Classification: Evaluating Augmentation Strategies and CNN-Based Models With Limited Dataset. IEEE Access, 12. pp. 69853-69874. ISSN 2169-3536

Al Farid, Fahmid and Hashim, Noramiza and Abdullah, Junaidi and Bhuiyan, Md Roman and Kairanbay, Magzhan and Yusoff, Zulfadzli and Abdul Karim, Hezerul and Mansor, Sarina and Sarker, Md. Tanjil and Ramasamy, Gobbi (2024) Single Shot Detector CNN and Deep Dilated Masks for Vision-Based Hand Gesture Recognition From Video Sequences. IEEE Access, 12. pp. 28564-28574. ISSN 2169-3536

Bhuiyan, Md Roman and Uddin, Jia (2023) Deep Transfer Learning Models for Industrial Fault Diagnosis Using Vibration and Acoustic Sensors Data: A Review. Vibration, 6 (1). pp. 218-238. ISSN 2571-631X

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid and Uddin, Jia (2023) Hajj pilgrimage abnormal crowd movement monitoring using optical flow and FCNN. Journal of Big Data, 10 (1). ISSN 2196-1115

Ahmad, Shabbir and Alam, Md. Golam Rabiul and Uddin, Jia and Bhuiyan, Md Roman and Apon, Tasnim Sakib (2023) Machine Learning based Stream Selection of Secondary School Students in Bangladesh. Indonesian Journal of Electrical Engineering and Informatics, 11 (1). ISSN 2089-3272

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid and Uddin, Jia and Abdullah, Norra and Samsudin, Mohd Ali (2022) Crowd density estimation using deep learning for Hajj pilgrimage video analytics. F1000Research, 10. p. 1190. ISSN 2046-1402

Bhuiyan, Md Roman and Abdullah, Junaidi (2022) Detection on Cell Cancer Using the Deep Transfer Learning and Histogram Based Image Focus Quality Assessment. Sensors, 22 (18). p. 7007. ISSN 1424-8220

Al Farid, Fahmid and Hashim, Noramiza and Abdullah, Junaidi and Bhuiyan, Md Roman and Mohd Isa, Wan Noorshahida and Uddin, Jia and Haque, Mohammad Ahsanul and Husen, Mohd Nizam (2022) A Structured and Methodological Review on Vision-Based Hand Gesture Recognition System. Journal of Imaging, 8 (6). p. 153. ISSN 2313-433X

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid (2022) Video analytics using deep learning for crowd analysis: a review. Multimedia Tools and Applications, 81 (19). pp. 27895-27922. ISSN 1380-7501; eISSN: 1573-7721

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid and Ahsanul Haque, Mohammad and Uddin, Jia and Mohd Isa, Wan Noorshahida and Husen, Mohd Nizam and Abdullah, Norra (2022) A deep crowd density classification model for Hajj pilgrimage using fully convolutional neural network. PeerJ Computer Science, 8. e895. ISSN 2376-5992

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid and Samsudin, Mohd Ali and Abdullah, Norra and Uddin, Jia (2021) Hajj pilgrimage video analytics using CNN. Bulletin of Electrical Engineering and Informatics, 10 (5). pp. 2598-2606. ISSN 2089-3191

Conference or Workshop Item

Bhuiyan, Md Roman and Islam, Md Baharul and Abdullah, Junaidi and Badie, Farshad and Napolitano, Giulio (2025) Automatic Insect Pest Identification and Recognition for Paddy Crops Pest Control. In: 14th International Conference on Image Processing, Theory, Tools and Applications, IPTA 2025, 13 October 2025 - 16 October 2025, Istanbul.

Al Farid, Fahmid and Bhuiyan, Md Roman and Badie, Farshad and Balaganesh, Duraisamy and Tusher, Md. Mahbubur Rahman and Abdul Karim, Hezerul (2025) Deep Learning-Based Classification of Tomato Leaf Diseases for Precision Agriculture. In: 2025 Multimedia University Engineering Conference, MECON 2025, 21 July 2025 - 23 July 2025, Cyberjaya, Malaysia.

Bhuiyan, Md Roman and Badie, Farshad and Abdullah, Junaidi and Napolitano, Giulio and Islam, Md Baharul and Al Farid, Fahmid (2025) Massive Crowd Pose Estimation Using Deep Learning-Based Techniques. In: 2025 Multimedia University Engineering Conference, MECON 2025, 21 July 2025 - 23 July 2025, Cyberjaya, Malaysia.

Bhuiyan, Md Roman and Yesilova, Barbaros and Shadakh, Anastasia and Arunesh, Shrish and Napolitano, Giulio and Islam, Md Baharul and Abdullah, Junaidi (2025) Real-Time Animal Pose Estimation Using Computer Vision Techniques. In: 2025 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), 29-31 October 2025, Ras Al Khaimah, United Arab Emirates.

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Badie, Farshad and Al Farid, Fahmid and Balaganesh, Duraisamy and Uddin, Jia (2025) Towards Intelligent Crowd Monitoring during Hajj: A Novel Dataset for Density Estimation and Anomaly Detection in the Tawaf Area (2015-2019). In: 2025 Multimedia University Engineering Conference (MECON), 21-23 July 2025, Cyberjaya, Malaysia.

Al Farid, Fahmid and Karim, Hezerul Abdul and Bhuiyan, Md Roman and Badie, Farshad and Balaganesh, Duraisamy and Tusher, Md. Mahbubur Rahman (2025) Traffic Sign Classification Across Borders: Evaluating DenseNet201 on Belgium and Bangladesh Signs. In: 2025 Multimedia University Engineering Conference (MECON), 21-23 July 2025, Cyberjaya, Malaysia.

Bhuiyan, Md Roman and Hassan, Hridoy and Abdullah, Junaidi and Islam, Md Baharul and Badie, Farshad and Napolitano, Giulio and Balaganesh, Duraisamy (2025) Video Analytics Using Deep Learning for Massive Crowd Instant Segmentation and Detection. In: 2025 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), 29-31 October 2025, Ras Al Khaimah, United Arab Emirates.

Bari, Ahsanul and Al Farid, Fahmid and Sarker, Md. Tanjil and Mansor, Sarina and Abdul Karim, Hezerul and Bhuiyan, Md Roman and Bannah, Hasanul (2024) Advancements in Multi-View Human Activity Recognition for Ambient Assisted Living. In: 2024 Multimedia University Engineering Conference (MECON), 23-25 July 2024, Cyberjaya, Malaysia.

Bari, Ahsanul and Al Farid, Fahmid and Sarker, Md. Tanjil and Mansor, Sarina and Abdul Karim, Hezerul and Bhuiyan, Md Roman and Bannah, Hasanul (2024) Lightweight Deep Learning for Human Activity Recognition in Ambient Assisted Living. In: 2024 Multimedia University Engineering Conference (MECON), 23-25 July 2024, Cyberjaya, Malaysia.

Thesis

Bhuiyan, Md Roman (2022) Video analytics using deep learning for hajj pilgrimage crowd monitoring. PhD thesis, Multimedia University.