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\n  \n 2025\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n Efficient motion-based metrics for video frame interpolation.\n \n \n \n\n\n \n Daly, C.; Ramsook, D.; and Kokaram, A.\n\n\n \n\n\n\n arXiv preprint arXiv:2508.09078. 2025.\n \n\n\n\n
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@article{daly2025efficient,\n  title={Efficient motion-based metrics for video frame interpolation},\n  author={Daly, Conall and Ramsook, Darren and Kokaram, Anil},\n  journal={arXiv preprint arXiv:2508.09078},\n  year={2025}\n}\n
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\n  \n 2024\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n A Neural Enhancement Post-Processor with a Dynamic AV1 Encoder Configuration Strategy for CLIC 2024.\n \n \n \n\n\n \n Ramsook, D.; and Kokaram, A.\n\n\n \n\n\n\n In 2024 Data Compression Conference (DCC), pages 372–381, 2024. IEEE\n \n\n\n\n
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@inproceedings{ramsook2024neural,\n  title={A Neural Enhancement Post-Processor with a Dynamic AV1 Encoder Configuration Strategy for CLIC 2024},\n  author={Ramsook, Darren and Kokaram, Anil},\n  booktitle={2024 Data Compression Conference (DCC)},\n  pages={372--381},\n  year={2024},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Comparative Analysis of Subjective Evaluations for Traditional and Neural-Based Video Enhancement Techniques.\n \n \n \n\n\n \n Ramsook, D.; Kokaram, A.; Katsenou, A.; Bull, D.; and others\n\n\n \n\n\n\n In 2024 16th International Conference on Quality of Multimedia Experience (QoMEX), pages 242–245, 2024. IEEE\n \n\n\n\n
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@inproceedings{ramsook2024comparative,\n  title={Comparative Analysis of Subjective Evaluations for Traditional and Neural-Based Video Enhancement Techniques},\n  author={Ramsook, Darren and Kokaram, Anil and Katsenou, Angeliki and Bull, David and others},\n  booktitle={2024 16th International Conference on Quality of Multimedia Experience (QoMEX)},\n  pages={242--245},\n  year={2024},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n A Sharpness Based Loss Function for Removing Out-of-Focus Blur.\n \n \n \n\n\n \n Aurangabadkar, U.; Ramsook, D.; and Kokaram, A.\n\n\n \n\n\n\n In 2024 IEEE 26th International Workshop on Multimedia Signal Processing (MMSP), pages 1–6, 2024. IEEE\n \n\n\n\n
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@inproceedings{aurangabadkar2024sharpness,\n  title={A Sharpness Based Loss Function for Removing Out-of-Focus Blur},\n  author={Aurangabadkar, Uditangshu and Ramsook, Darren and Kokaram, Anil},\n  booktitle={2024 IEEE 26th International Workshop on Multimedia Signal Processing (MMSP)},\n  pages={1--6},\n  year={2024},\n  organization={IEEE}\n}\n\n
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\n  \n 2023\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n Learnt deep hyperparameter selection in adversarial training for compressed video enhancement with a perceptual critic.\n \n \n \n\n\n \n Ramsook, D.; and Kokaram, A.\n\n\n \n\n\n\n In 2023 IEEE International Conference on Image Processing (ICIP), pages 2420–2424, 2023. IEEE\n \n\n\n\n
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@inproceedings{ramsook2023learnt,\n  title={Learnt deep hyperparameter selection in adversarial training for compressed video enhancement with a perceptual critic},\n  author={Ramsook, Darren and Kokaram, Anil},\n  booktitle={2023 IEEE International Conference on Image Processing (ICIP)},\n  pages={2420--2424},\n  year={2023},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Crime prediction in Trinidad and Tobago using big data analytics: Predictive policing in developing countries.\n \n \n \n\n\n \n Ramsahai, E.; Dookeram, N.; Ramsook, D.; Rameshwar, J. R; Yearwood, A. B; Bachoo, A.; and Khan, K.\n\n\n \n\n\n\n International Journal of Data Science and Analytics, 15(4): 421–432. 2023.\n \n\n\n\n
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@article{ramsahai2023crime,\n  title={Crime prediction in Trinidad and Tobago using big data analytics: Predictive policing in developing countries},\n  author={Ramsahai, Emilie and Dookeram, Navin and Ramsook, Darren and Rameshwar, Jason R and Yearwood, Abdu B and Bachoo, Annamika and Khan, Koffka},\n  journal={International Journal of Data Science and Analytics},\n  volume={15},\n  number={4},\n  pages={421--432},\n  year={2023},\n  publisher={Springer}\n}\n\n
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\n  \n 2022\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n Instant message summarization with Emoji unicode characterset support.\n \n \n \n\n\n \n Ramsook, D.; Hosein, P.; and Hosein, N.\n\n\n \n\n\n\n Multimedia Tools and Applications, 81(6): 7957–7967. 2022.\n \n\n\n\n
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@article{ramsook2022instant,\n  title={Instant message summarization with Emoji unicode characterset support},\n  author={Ramsook, Darren and Hosein, Patrick and Hosein, Nicholas},\n  journal={Multimedia Tools and Applications},\n  volume={81},\n  number={6},\n  pages={7957--7967},\n  year={2022},\n  publisher={Springer US}\n}\n\n
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\n \n\n \n \n \n \n \n Perceptually motivated deep neural network for video compression artifact removal.\n \n \n \n\n\n \n Ramsook, D.; Kokaram, A.; Birkbeck, N.; Su, Y.; and Adsumilli, B.\n\n\n \n\n\n\n In Applications of Digital Image Processing XLV, volume 12226, pages 134–142, 2022. SPIE\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ramsook2022perceptually,\n  title={Perceptually motivated deep neural network for video compression artifact removal},\n  author={Ramsook, Darren and Kokaram, Anil and Birkbeck, Neil and Su, Yeping and Adsumilli, Balu},\n  booktitle={Applications of Digital Image Processing XLV},\n  volume={12226},\n  pages={134--142},\n  year={2022},\n  organization={SPIE}\n}\n\n
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\n \n\n \n \n \n \n \n A Deep Learning post-processor with a perceptual loss function for video compression artifact removal.\n \n \n \n\n\n \n Ramsook, D.; Kokaram, A; Birkbeck, N.; Su, Y.; and Adsumilli, B.\n\n\n \n\n\n\n In 2022 Picture Coding Symposium (PCS), pages 85–89, 2022. IEEE\n \n\n\n\n
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@inproceedings{ramsook2022deep,\n  title={A Deep Learning post-processor with a perceptual loss function for video compression artifact removal},\n  author={Ramsook, Darren and Kokaram, A and Birkbeck, Neil and Su, Yeping and Adsumilli, Balu},\n  booktitle={2022 Picture Coding Symposium (PCS)},\n  pages={85--89},\n  year={2022},\n  organization={IEEE}\n}\n\n
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\n  \n 2021\n \n \n (4)\n \n \n
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\n \n\n \n \n \n \n \n Cybersecurity Threat Analysis for an Energy Rich, Small Island Developing State.\n \n \n \n\n\n \n Ramjattan, R.; Ramsook, D.; and Hosein, P.\n\n\n \n\n\n\n West Indian Journal of Engineering,23–30. 2021.\n \n\n\n\n
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@article{ramjattan2021cybersecurity,\n  title={Cybersecurity Threat Analysis for an Energy Rich, Small Island Developing State},\n  author={Ramjattan, Reshawn and Ramsook, Darren and Hosein, Patrick},\n  journal={West Indian Journal of Engineering},\n  pages={23--30},\n  year={2021}\n}\n\n
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\n \n\n \n \n \n \n \n A differentiable estimator of VMAF for video.\n \n \n \n\n\n \n Ramsook, D.; Kokaram, A.; O'Connor, N.; Birkbeck, N.; Su, Y.; and Adsumilli, B.\n\n\n \n\n\n\n In 2021 Picture Coding Symposium (PCS), pages 1–5, 2021. IEEE\n \n\n\n\n
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@inproceedings{ramsook2021differentiable,\n  title={A differentiable estimator of VMAF for video},\n  author={Ramsook, Darren and Kokaram, Anil and O'Connor, Noel and Birkbeck, Neil and Su, Yeping and Adsumilli, Balu},\n  booktitle={2021 Picture Coding Symposium (PCS)},\n  pages={1--5},\n  year={2021},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n A differentiable vmaf proxy as a loss function for video noise reduction.\n \n \n \n\n\n \n Ramsook, D.; Kokaram, A.; O'Connor, N.; Birkbeck, N.; Su, Y.; and Adsumilli, B.\n\n\n \n\n\n\n In Applications of Digital Image Processing XLIV, volume 11842, pages 290–301, 2021. SPIE\n \n\n\n\n
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@inproceedings{ramsook2021differentiable,\n  title={A differentiable vmaf proxy as a loss function for video noise reduction},\n  author={Ramsook, Darren and Kokaram, Anil and O'Connor, Noel and Birkbeck, Neil and Su, Yeping and Adsumilli, Balu},\n  booktitle={Applications of Digital Image Processing XLIV},\n  volume={11842},\n  pages={290--301},\n  year={2021},\n  organization={SPIE}\n}\n\n
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\n \n\n \n \n \n \n \n Figure of Merit for a Multi-Generation Network.\n \n \n \n\n\n \n Ramsook, D.; Mahatoo, D.; and Hosein, P.\n\n\n \n\n\n\n In 2021 17th International Conference on Network and Service Management (CNSM), pages 201–206, 2021. IEEE\n \n\n\n\n
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@inproceedings{ramsook2021figure,\n  title={Figure of Merit for a Multi-Generation Network},\n  author={Ramsook, Darren and Mahatoo, Daniel and Hosein, Patrick},\n  booktitle={2021 17th International Conference on Network and Service Management (CNSM)},\n  pages={201--206},\n  year={2021},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Intrusion Detection and Avoidance for a Heterogeneous Cluster of Web Sites.\n \n \n \n\n\n \n Ramsook, D.; Hosein, P.; and Pooransingh, A.\n\n\n \n\n\n\n In International Conference on Internet Science, pages 250–256, 2019. Springer International Publishing Cham\n \n\n\n\n
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@inproceedings{ramsook2019intrusion,\n  title={Intrusion Detection and Avoidance for a Heterogeneous Cluster of Web Sites},\n  author={Ramsook, Darren and Hosein, Patrick and Pooransingh, Akash},\n  booktitle={International Conference on Internet Science},\n  pages={250--256},\n  year={2019},\n  organization={Springer International Publishing Cham}\n}\n\n
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\n \n\n \n \n \n \n \n for a Heterogeneous Cluster of Web Sites.\n \n \n \n\n\n \n Ramsook, D.\n\n\n \n\n\n\n In Internet Science: 6th International Conference, INSCI 2019, Perpignan, France, December 2–5, 2019, Proceedings, volume 11938, pages 250, 2019. Springer Nature\n \n\n\n\n
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@inproceedings{ramsook2019heterogeneous,\n  title={for a Heterogeneous Cluster of Web Sites},\n  author={Ramsook, Darren},\n  booktitle={Internet Science: 6th International Conference, INSCI 2019, Perpignan, France, December 2--5, 2019, Proceedings},\n  volume={11938},\n  pages={250},\n  year={2019},\n  organization={Springer Nature}\n}\n\n
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\n \n\n \n \n \n \n \n Video Coding Artefact Suppression Using Perceptual Criteria.\n \n \n \n\n\n \n Ramsook, D; and Kokaram, A\n\n\n \n\n\n\n In Inaugural School of Engineering Research Symposium (SERS), pages 36, . \n \n\n\n\n
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@inproceedings{ramsookvideo,\n  title={Video Coding Artefact Suppression Using Perceptual Criteria},\n  author={Ramsook, D and Kokaram, A},\n  booktitle={Inaugural School of Engineering Research Symposium (SERS)},\n  pages={36}\n}\n\n
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