Staff Profile
Dr Deepayan Bhowmik
Senior Lecturer in Data Science, Director of Business, Innovations and Skills
- Personal Website: https://dbhowmik.github.io/
- Address: Urban Sciences Building
1 Science Square, Science Central
Newcastle upon Tyne NE4 5TG
United Kingdom
Background
Deepayan Bhowmik is a Senior Lecturer (Associate Professor) in the School of Computing at Newcastle University.
He obtained a PhD in Image Processing from the University of Sheffield (UK).
Before joining Newcastle, he worked as a lecturer in Computing Science at the University of Stirling & Sheffield Hallam University, a research associate at Heriot-Watt University, & the University of Sheffield and a systems engineer in ABB Ltd.
Research
Deepayan Bhowmik's research focuses on fundamental image and signal processing and its applications. His research interests include image and signal analysis, computer vision, machine learning and intelligent vision systems design on heterogeneous hardware.
His research is applied to a wide range of domains, including (but not limited to), media security and forensics, drone and satellite imagery for environmental monitoring, IoT-enabled sensor signal processing, medical imaging, and health and well-being.
His current research aligns with multiple UN sustainability goals (SDG), including #2: Zero Hunger, #5: Gender Equality, #6: Clean Water and Sanitation, #12: Responsible Consumption and Production and #14: Life Below Water.
Teaching
- PG: CS8628: Image Informatics
- UG: CSC3831: Predictive Analytics Computer Vision & AI
Publications
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Articles
- Ali T, Bhowmik D, Nicol R. Domain-Specific Optimisations for Image Processing on FPGAs. Journal of Signal Processing Systems 2023, 95, 1167–1179.
- Simpson MD, Akbari V, Marino A, Prabhu GN, Bhowmik D, Rupavatharam S, Datta A, Kleczkowski A, Sujeetha JARP, Anantrao GG, Poduvattil VK, Kumar S, Maharaj S, Hunter PD. Detecting Water Hyacinth Infestation in Kuttanad, India, Using Dual-Pol Sentinel-1 SAR Imagery. Remote Sensing 2022, 14(12), 2845.
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Conference Proceedings (inc. Abstracts)
- Rainey J, Elawady M, Abhayartne C, Bhowmik D. TRAIT: A Trusted Media Distribution Framework. In: 24th International Conference on Digital Signal Processing (DSP 2023). 2023, Rhodes, Greece: IEEE.
- Carmichael AFB, Baily JL, Reeves A, Ochoa G, Boerlage AS, Gunn G, Allshire R, Bhowmik D. Analysing hyperplasia in Atlantic salmon gills using empirical wavelets. In: Medical Imaging 2023: Digital and Computational Pathology. 2023, San Diego, California, United States: SPIE.
- Akbari V, Datta A, Bhowmik D, Marino A, Kumar S, Rupavatharam S, Prabhu GN, Kleczkowski A, Sujeetha JA, Maharaj S. Multitemporal multispectral drone imagery for water hyacinth mapping in Patancheru lake, Hyderabad, India. In: Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions 2022. 2022, Berlin, Germany: SPIE.
- Chowdhury IR, Bhowmik D. Capturing Malware Behaviour with Ontology-based Knowledge Graphs. In: IEEE Conference on Dependable and Secure Computing (DSC 2022). 2022, Edinburgh: IEEE.
- Temmermans F, Bhowmik D, Pereira F, Ebrahimi T. A Media Security Framework Inspired by Emerging Challenges in Fake Media and NFT. In: Optics, Photonics and Digital Technologies for Imaging Applications VII. 2022, Strasbourg, France: SPIE.
- Bhowmik D, Abhayaratne C, Green S. Video Watermarking for Persistent and Robust Tracking of Entertainment Content (PARTEC). In: Computational Intelligence and Machine Learning Proceedings of the 7th International Conference on Advanced Computing, Networking, and Informatics (ICACNI 2019). 2021, West Bengal, India: Springer.
- Bhowmik D, Elawady M, Nogueira K. Security and Forensics Exploration of Learning-based Image Coding. In: International Conference on Visual Communications and Image Processing (VCIP 2021). 2021, Munich, Germany: IEEE.
- Akbari V, Simpson M, Maharaj S, Marino A, Bhowmik D, Prabhu GN, Rupavatharam S, Datta A, Kleczkowski A, Sujeetha JRPA. Monitoring Aquatic Weeds in Indian Wetlands Using Multitemporal Remote Sensing Data with Machine Learning Techniques. In: International Geoscience and Remote Sensing Symposium (IGARSS 2021). 2021, Brussels, Belgium: IEEE.
- Temmermans F, Bhowmik D, Pereira F, Ebrahimi T. JPEG Fake Media: A provenance-based sustainable approach to secure and trustworthy media annotation. In: Applications of Digital Image Processing XLIV. 2021, San Diego, California, United States: SPIE.
- Hou Y, Cuyt A, Lee W-S, Bhowmik D. Decomposing textures using exponential analysis. In: International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021). 2021, Toronto, ON, Canada: IEEE.
- Temmermans F, Bhowmik D, Pereira F, Ebrahimi T. An Introduction to the JPEG Fake Media Initiative. In: 4th International Conference on Multimedia Information Processing and Retrieval (MIPR 2021). 2021, Tokyo, Japan: IEEE.
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Review
- Datta A, Maharaj S, Prabhu GN, Bhowmik D, Marino A, Akbari V, Rupavatharam S, Sujeetha JARP, Anantrao GG, Poduvattil VK, Kumar S, Kleczkowski A. Monitoring the Spread of Water Hyacinth (Pontederia crassipes): Challenges and Future Developments. Frontiers in Ecology and Evolution 2021, 9, 631338.