Staff Profile
Dr Deepayan Bhowmik
Director of Research; Senior Lecturer in Data Science.
- Address: School of Computing,
Newcastle University,
Urban Sciences Building,
Newcastle upon Tyne, NE4 5TG,
United Kingdom.
Deepayan Bhowmik is a Senior Lecturer (Associate Professor) and the Director of Research at Newcastle University's School of Computing.
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.
Deepayan Bhowmik's research focuses on fundamental image and signal processing and its applications. His research interests include image and signal analysis, computer vision, artificial intelligence, neuromorphic vision systems and intelligent vision systems design on heterogeneous hardware (Edge AI).
His research is applied to a wide range of domains, including (but not limited to) media security & forensics, remote sensing for earth observation and AI in space research.
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.
Deepayan is heavily involved in developing the most recent JPEG Trust international standard that deals with Media Authenticity.
Current research support:
- [2025-29] EPSRC: North East Space Communications Accelerator (NESCA) [Newcastle PI][£2.5M].
- [2024-25] Newcastle University Global Partnership Fund (GPF): AI-enabled Earth Observation framework [PI][£19,750].
- [2024-28] PhD Studentship | Airbus, EPSRC: Smart Earth Observation satellite constellation [CoI][£140,000].
- [2024-28] PhD Studentship | EPSRC: Explainable End-to-End Learning for Autonomous Racing, [CoI][£90,000].
- [2024-28] PhD Studentship | Sage Plc, EPSRC: Mitigating Hallucinations of Large Language Models (LLMs) [CoI][£130,000].
- [2024-29] UK Academic Centre of Excellence in Cyber Security Research (ACE-CSR), [CoI].
- [2023-25] Innovate UK KTP: Food Recognition and Monitoring for Patient Wellbeing (INFORM), [PI][£196,000].
- [2023-27] PhD Studentship | ST Microelectronics, EPSRC: Efficient coding for heterogeneous hardware, [PI][£133,000].
- [2023-27] PhD Studentship | Airbus: Tackling fake satellite imagery, [PI][£122,000].
- [2023-27] PhD Studentship | Newcastle University: Neuromorphic Vision System (NEVIS), [PI][£80,000].
Past research support:
- [2024] Innovate UK AKTP: Citrus surveillance using embedded computer vision (CURIOUS), [PI][£31,000].
- [2024] SFC: AI to diagnose salmon gill health, [Newcastle PI][£36,000].
- [2023-24] Newcastle University SAgE faculty capital infrastructure: Hyperspectral camera & GPU server, [PI][£65,000].
- [2023] DASA: Neuromorphic Vision System (NEVIS) [PI][£50,000].
- [2022] NERC: Energy-aware heterogeneous computing at scale (ENERGETIC), [Newcastle PI][£120,000].
- [2022-23] Scottish Enterprise: Food Recognition and Monitoring for Patient Wellbeing (INFORM), [PI][£120,000].
- [2021-2025] EU-MSCA-RISE: Exponential Analysis Empowering Innovation, [CoI][EUR 777,000].
- [2021-22] RAEng: Multimodal data analytics for biodiversity monitoring, [Stirling PI][£30,000].
- [2020-24] RAEng: Multimodal signal processing for environmental monitoring [Newcastle PI][£300,000].
- [2020-21] SFC, Industry: Mobile screenshot organiser, [CoI][£10,000].
- [2020] Falcon Food Services: Automated food recognition, [PI][£5,000].
- [2020] Uni. of Stirling: Escalator equipment grant, [CoI][£18,500].
- [2019-2023] PhD studentship | SRUC, Uni. of Stirling: Improving animal health in the marine ecosystem through signal processing, [PI][£79,000].
- [2019-2022] PhD studentship | ST Microelectronics, Uni. of Stirling: Embedded imaging on heterogeneous system, [PI][£93,000].
- [2019-20] Stirling SPARK Pump priming research fund: Novel Mathematical Methods For Improving Resolution of Earth Observation Data, [PI][£11,750].
- [2019-20] Scottish Funding Council: Targeted Advertising with Computer Vision (TACV), [PI][£5,000].
- [2017-18] Sheffield Hallam Uni. Impact fellowship: Low power machine vision system on FPGA, [PI][£4,500].
- [2016-17] EPSRC-Digital Catapult: Self-Embedding Watermarking for Media Copyright Protection (SeWMediaCoP), [PI][£25,000].
Current
- PG: CSC8645: Advanced AI
- PG: CS8628: Image Informatics
Past
- UG: CSC3831: Predictive Analytics Computer Vision & AI
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Articles
- Pirbasti MA, Akbari V, Bhowmik D, Maharaj S, Marino A. Detection and Mapping of Water Hyacinth Growth Cycle in Anzali International Wetland Using Sentinel-2 Time Series. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2024, 17, 13346-13357.
- 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)
- Ali T, Paul G, Nicol R, Bhowmik D. Scheduling algorithms on heterogeneous architecture for efficient vision systems. In: Applications of Digital Image Processing XLVII. 2024, San Diego, California, United States: SPIE.
- Chapman M, Tewkesbury A, Boyd D, Obara B, Bhowmik D. Satellite Image Manipulation Detection in Generative AI Era. In: Artificial Intelligence for Security and Defence Applications II. 2024, Lowther.
- Kumar H, Ali T, Holder C, McGough S, Bhowmik D. Remote Sensing Classification using Quantum Image Processing. In: Artificial Intelligence and Image and Signal Processing for Remote Sensing XXX. 2024.
- Temmermans F, Caldwell S, Bhowmik D, Ebrahimi T. JPEG Trust: an international standard facilitating the assessment of trustworthiness of digital media assets. In: Applications of Digital Image Processing XLVII. 2024, San Diego, California, United States: SPIE.
- Aljuaid L, Bhowmik D. FUSION++: A Method to Detect Generative AI Manipulated Images. In: British Machine Vision Conference Workshops. 2024, Glasgow. In Press.
- Aljuaid L, Bhowmik D. FUSION++: A Method to Detect Generative AI Manipulated Images. 2024. In Press.
- Rainey J, Blach IR, MacLachlan D, Wannan J, Bhowmik D. Food recognition and segmentation using embedded hardware. In: Applications of Digital Image Processing XLVII. 2024, San Diego, California, United States: SPIE.
- Maier P, Rainey J, Gheorghiu E, Appiah K, Bhowmik D. Digit classification using biologically plausible neuromorphic vision. In: Applications of Digital Image Processing XLVII. 2024, San Diego, California, United States: SPIE.
- Rainey J, Hobson J, Aljuaid L, Bhowmik D. Combating the use of AI in image manipulation. In: Applications of Digital Image Processing XLVII. 2024, San Diego, California, United States: SPIE.
- Bhowmik D, Caldwell S, Delgado J, Ebrahimi T, Fotos N, Gu X, Hu Z, Kang X, Pereira F, Rosenthol L, Temmermans F. An International Standard For Assessing Trustworthiness In Media. In: IEEE International Conference on Image Processing (ICIP). 2024, Abu Dhabi, UAE: IEEE Explore.
- Ali T, Rainey J, Lau Y, Gheorghiu E, Maier P, Appiah K, Bhowmik D. An FPGA-based neuromorphic vision system accelerator. In: Artificial Intelligence for Security and Defence Applications II. 2024, Lowther.
- 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.