Papers


Thesis

  • Mahfuzul Haque, “Human Visual Perception Inspired Background Subtraction”, PhD Thesis, Monash University, 2010. [link]
  • Iftekhar Amin Sadi and Mahfuzul Haque, “Agent-based Systems and Applications,” Undergraduate Thesis, Bangladesh University of Engineering and Technology, 2004.

Journal

  • Mahfuzul Haque and Manzur Murshed, “Perception-inspired Background Subtraction,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Volume 23, Issue 12, 2013. [link]

Conference

  • Mahfuzul Haque and Manzur Murshed, “Background Subtraction for Real-time Video Analytics Based on Multi-hypothesis Mixture-of-Gaussians,” IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), China, 2012. [link]
  • Mahfuzul Haque and Manzur Murshed, “Abnormal Event Detection in Unseen Scenarios,” IEEE International Conference on Multimedia & Expo (ICME) Workshops, Australia, 2012. [link]
  • Mahfuzul Haque and Manzur Murshed, “Robust Background Subtraction Based on Perceptual Mixture-of-Gaussians with Dynamic Adaptation Speed,” IEEE International Conference on Multimedia & Expo (ICME) Workshops, Australia, 2012. [link]
  • Mahfuzul Haque and Manzur Murshed, “Panic-driven Event Detection From Surveillance Video Stream without Track and Motion Features,” IEEE International Conference on Multimedia & Expo (ICME), Singapore, 2010. [link]
  • Mahfuzul Haque, Manzur Murshed, and Manoranjan Paul, “Improved Gaussian Mixtures for Robust Object Detection by Adaptive Multi-Background Generation,” International Conference on Pattern Recognition (ICPR), Tampa, Florida, USA, 2008. [link]
  • Mahfuzul Haque, Manzur Murshed, and Manoranjan Paul, “A Hybrid Object Detection Technique from Dynamic Background Using Gaussian Mixture Models,” IEEE International Workshop on Multimedia Signal Processing (MMSP), Cairns, Queensland, Australia, 2008. [link]
  • Mahfuzul Haque, Manzur Murshed, and Manoranjan Paul, “On Stable Dynamic Background Generation Technique using Gaussian Mixture Models for Robust Object Detection,” IEEE International Conference On Advanced Video and Signal Based Surveillance (AVSS), Santa Fe, New Mexico, USA, 2008. [link]
  • Mahfuzul Haque, Iftekhar Amin Sadi, and Mohammed Eunus Ali, “An Agent-based Architecture of a Distributed System for Performance Monitoring,” International Conference on Computer and Information Technology (ICCIT), 2004.

Technical Report

  • Mahfuzul Haque and Manzur Murshed, Perception Inspired Mixture-of-Gaussians for Dynamic Background Subtraction, GSIT Technical Report, TR-2012/2, 2012
  • Mahfuzul Haque and Manzur Murshed, Perception Inspired Foreground Detection, GSIT Technical Report, TR-2012/3, 2012
  • Mahfuzul Haque and Manzur Murshed, Robust Background Subtraction with Perception Inspired Environment Modelling and Dynamic Adaptation Speed, GSIT Technical Report, TR-2012/4, 2012
  • Mahfuzul Haque and Manzur Murshed, Enhanced Perceptual Background Subtraction with Dynamic Adaptation Speed and Multiple Detection Hypotheses, GSIT Technical Report, TR-2012/5, 2012
  • Mahfuzul Haque and Manzur Murshed, Scalable and Privacy Preserving Event Detection, GSIT Technical Report, TR-2012/6, 2012
  • Mahfuzul Haque and Manzur Murshed, Background Subtraction in Unconstrained Scenarios: Challenges, GSIT Technical Report, TR-2012/7, 2012
  • Mahfuzul Haque and Manzur Murshed, Event Detection in Unconstrained Scenarios: Challenges, GSIT Technical Report, TR-2012/8, 2012
  • Mahfuzul Haque, Manzur Murshed, and Manoranjan Paul, A Robust Moving Object Detection Method for Visual Surveillance, GSIT Technical Report, TR-2007/8, 2007.