Hello, I am
Mazharul Hossain
Doctoral student (early stage) & Graduate Assistant, University of Memphis
View my Work
My Research Publications
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Here is my Google Scholar profile.
Book Chapters and Journal Papers
- M. Hossain, M. Younis, A. Robinson, L. Wang, C. Preza, "Greedy Ensemble Hyperspectral Anomaly Detection," Journal of Imaging, 10 (6), 131, May 2024 [publisher link]
- M. Hossain, T. Ma, T. Watson, B. Simmers, J. A. Khan, E. Jacobs, L. Wang, "Building Rich Interior Hazard Maps for Public Safety," Communications in Computer and Information Science, vol 1612. Klein, C., Jarke, M., Helfert, M., Berns, K., Gusikhin, O. (eds) Smart Cities, Green Technologies, and Intelligent Transport Systems. VEHITS SMARTGREENS 2021, Springer, 2022 [publisher link] (This is an extended version of our SMARTGREENS 2021 conference paper.)
Conference and Workshop Papers
- M. Hossain, A. Robinson, L. Wang, C. Preza, "Improving Semantic Segmentation through Task Adaptation for UAV Hyperspectral Agricultural Imagery," in the 10th conference on Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping 2025, SPIE, April 2025. [Slides | Publisher Link]
- M. Hossain, A. Robinson, L. Wang, C. Preza, "Investigation of Unsupervised and Supervised Hyperspectral Anomaly Detection," in Applications of Machine Learning 2024, Vol. 13138, pp. 251-261, SPIE, poster, October 2024. [Publisher Link]
- M. Hossain, Das, S., Krishnamurthy, B., Shiva, S. G., "Explainability of Artificial Intelligence Systems: A Survey", In 2023 International Symposium on Networks, Computers and Communications (ISNCC), pp. 1-6, IEEE, October 2023. [Publisher Link]
- Dajkhosh, S. P., Hossain, M., & Preza, C., "USR: Unrolled Super-Resolution with Deep Priors for Structured Illumination Microscopy", in Imaging Systems and Applications, pp. JTu4A-42, Optica Publishing Group, August 2023. [Publisher Link]
- Das, S., M. Hossain, Shiva, S. G., "Requirements Elicitation and Stakeholder Communications for Explainable Machine Learning Systems: State of the Art", in 2023 International Conference on Information Technology (ICIT), pp. 561-566, IEEE, August 2023. [Publisher Link]
- M. S. H. Younis, M. Hossain, A. L. Robinson, L. Wang, C. Preza, "Hyperspectral Unmixing-based Anomaly Detection," in Computational Imaging VII, Vol. 12523. SPIE, June 2023. [Publisher Link]
- Dajkhosh, S. P., M. Hossain, & Preza, C., Structured illumination microscope image reconstruction using unrolled physics-informed generative adversarial network (UPIGAN), in Computational Imaging VII, Vol. 12523, pp. 63-74, SPIE, June, 2023. [Publisher Link]
- M. Hossain, T. Ma, T. Watson, B. Simmers, J. A. Khan, E. Jacobs, L. Wang, "Building Indoor Point Cloud Datasets with Object Annotation for Public Safety," in Proceedings of the 10th International Conference on Smart Cities and Green ICT Systems (SMARTGREENS 2021), April 2021 [Publisher Link]
Thesis and Dissertation
- Hossain, M, "Investigation of Target Detection in Hyperspectral Images for Aided Target Recognition", PhD Dissertation Proposal, University of Memphis, May 2025. [Slides | Summary]
- Hossain, M, "Instance Segmentation of Public Safety Objects in RGB Image from Indoor Scene to Build Rich Interior Hazard Maps", in Electronic Theses and Dissertations, 2200, MS Thesis University of Memphis, August 2021.
- Hossain, M, "A Tale of Energy Management in Heterogeneous Networks Using MDP", BS Thesis Bangladesh University of Engineering and Technology, July 2014.
My Expertise
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My Recent Projects
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My Blogs
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The Halo Effect
Mazharul Hossain| Fri, 19 May 2023 02:53:56 GMT
I am reading “Thinking, Fast and Slow” (2011) by Israeli-American psychologist and economist Danie...
Image Super-Resolution paper review I
Mazharul Hossain| Tue, 21 Mar 2023 05:48:36 GMT
As my first post on Image Super-Resolution, I will review the paper “RUNet: A Robust UNet Architecture for Image Super-Resolution”. I have ...
About Me
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I am Mazharul Hossain, PMP
I am a machine learning researcher with five years of experience. I am skilled in data mining, analytics, and creating machine learning systems. I am also a software developer, science enthusiast, and PMI-certified Project Management Professional (PMP).
After completing my Master's degree here, I am pursuing a Doctorate in Computer Science at the University of Memphis. I am working as a Graduate Research Assistant at the university. Before relocating to the USA, I worked as a software engineer and procurement specialist in Bangladesh's IT and power industries.
I love exploring new ideas and working with others to achieve goals. I am passionate about crafting effective and impactful data science models. I am currently looking for opportunities as a data scientist and ML engineer.
Job Status: Interested for Internship and Fulltime.
Python
TensorFlow
Back End Development: PHP, DJANGO, ASP.NET
Front End Development: HTML, CSS, JS
Get In Touch
Please contact me through my email.
Address
Phone
hossain dot mazharul at gmail dot com