Research output per year
Research output per year
Overview
Profile summary
Vivek Singh is Lecturer in the School of Engineering, Computing and Mathematics at the University of Plymouth. His research and teaching activities are centered around Artificial Intelligence and Computer Vision. He has extensive experience in tackling AI related problems ranging from medical image analysis to cutting-edge computer vision applications.
His research interest mainly focuses on: Artificial Intelligence, Computer Vision, Data-efficient learning methods, Multi-modal learning, Scene understanding, Medical Image Analysis
His research interest mainly focuses on: Artificial Intelligence, Computer Vision, Data-efficient learning methods, Multi-modal learning, Scene understanding, Medical Image Analysis
Teaching interests
COMP5013 Topics in Applied Artificial Intelligence
COMP2000 Software Engineering 2
WBL203 Systems Design and Development
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
External positions
Research Fellow, Oxford Brookes University
Jul 2019 → Oct 2021
Research Interests
- Computer vision
- Artificial Intelligence
- Multimodal learning
- Medical image analysis
- Data-efficient learning methods
- Generative AI
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Collaborations and top research areas from the last five years
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Temporal DINO: A Self-supervised Video Strategy to Enhance Action Prediction
Teeti, I., Bhargav, R. S., Singh, V., Bradley, A., Banerjee, B. & Cuzzolin, F., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023. Institute of Electrical and Electronics Engineers Inc., p. 3273-3283 11 p. (Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings published in a book › peer-review
Open Access -
Dual Stage Semantic Information Based Generative Adversarial Network For Image Super-Resolution
Sharma, S., Dhall, A., Kumar, V. & Singh, V., 15 Dec 2023, Proceedings of ICVGIP 2023 - 14th Indian Conference on Computer Vision, Graphics and Image Processing. Association for Computing Machinery (ACM), 15. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings published in a book › peer-review
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Feature boosting with efficient attention for scene parsing
Singh, V., Sharma, S. & Cuzzolin, F., 7 Oct 2024, In: Neurocomputing. 601, 128222.Research output: Contribution to journal › Article › peer-review
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The SARAS Endoscopic Surgeon Action Detection (ESAD) dataset: Challenges and methods
Bawa, V. S., Singh, G., KapingA, F., Skarga-Bandurova, I., Oleari, E., Leporini, A., Landolfo, C., Zhao, P., Xiang, X., Luo, G., Wang, K., Li, L., Wang, B., Zhao, S., Li, L., Stabile, A., Setti, F., Muradore, R. & Cuzzolin, F., 7 Apr 2021.Research output: Working paper › Preprint
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