Research & Publications

Current Research – PhD (QUT)

Developing real-time vision systems to detect flowering events in subtropical and temperate Australian grasses — enabling accurate pollen forecasting and reducing the burden of allergic rhinitis and asthma.

• Computer Vision & Multimodal AI
• Deep Learning for Environmental Monitoring
• Medical & Biomedical Image Analysis
• Explainable AI
• Natural Language Processing
• Large Language Models

Asma Binte Rashid, Jannatul Asma, Krittika Barua, and Dhrubajyoti Das
“An Enhanced Deep Learning Framework for Pneumonia Detection in Chest X-rays”
SN Computer Science, Springer, vol. 6, article 472, 2025.
doi.org/10.1007/s42979-025-04017-x

Dhrubajyoti Das, Kaushik Deb, Taufique Sayeed, Pranab Kumar Dhar, Tetsuya Shimamura
“Outdoor Trash Detection in Natural Environment Using a Deep Learning Model”
IEEE Access, vol. 11, pp. 103497–103508, 2023.
doi.org/10.1109/ACCESS.2023.3313166

Anik Majumder, Joya Mallick, Dhrubajyoti Das, Avishek Chowdhury, Shranbanti Debi
“Advancing Traffic Safety in Dense Urban Settings: A Robust Real-Time Wrong-Way Driving Detection System...”
IET Image Processing, Wiley, 2025 — Under Review

Md. Jobair, Dhrubajyoti Das, Nimmy Binte Islam, Munna Dhar
“Bengali Hate Speech Detection with BERT and Deep Learning Models”
BIM 2023, Springer LNNS, vol. 867, pp. 845–859, 2023.
doi.org/10.1007/978-981-99-8937-9_56

Shuhena Salam Aonty, Kaushik Deb, Dhrubajyoti Das, Kanghyun Jo
“Human Pose Estimation Using Parallel Architecture”
IWIS 2023, IEEE, 2023.
doi.org/10.1109/IWIS58789.2023.10284672

Dhrubajyoti Das, Anik Sen, Syed Md. Minhaz Hossain, Kaushik Deb
“Trash Image Classification Using Transfer Learning Based Deep Neural Network”
ICO 2022, Springer, pp. 561–571, 2022.
doi.org/10.1007/978-3-031-19958-5_53 Top 10 Elected Paper Award

Md. Saiful Islam, Dhrubajyoti Das, Saurav Das, Md. Nahid Ullah
“Sign Language Recognition for Bangla Alphabets Using Deep Learning Methods”
STI 2022, IEEE, 2022.
doi.org/10.1109/STI56238.2022.10103291

Full publication list also available on Google Scholar • Last updated: November 2025