Md. Irtiza Hossain

Md. Irtiza Hossain

He/him

Adjunct Lecturer, Department of Computer Science and Engineering, Brac University

Publications

You can also find my articles on my Google Scholar profile.

Conference Papers

A Deep Learning-Based CCTV System for Automatic Smoking Detection in Fire Exit Zones

Published in Preprint, 2026

This paper presents a deep learning system for real-time detection of smoking in fire exit zones using CCTV, enhancing public safety through automated surveillance.

Recommended citation: Sami Sadat, Md. Irtiza Hossain, Junaid Ahmed Sifat, Suhail Haque Rafi, Md. Waseq Alauddin Alvi, Md. Khalilur Rhaman. (2026). "A Deep Learning-Based CCTV System for Automatic Smoking Detection in Fire Exit Zones." Preprint.
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Enhanced CNN Approaches for Multi-Image Embedding in Image Steganography

Published in 2024 International Conference on Information and Communication Technologies (ICICT), 2024

This paper proposes novel convolutional neural network (CNN) approaches for embedding multiple images within a single cover image for steganography, enhancing data hiding capacity and security.

Recommended citation: Md. Irtiza Hossain, Samiul Kadir, Farhan Ishraq Fagun, Ishtiaq Samiul, Rafi Zaman Saukhin. (2024). "Enhanced CNN Approaches for Multi-Image Embedding in Image Steganography." 2024 International Conference on Information and Communication Technologies (ICICT).
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