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Gihan Jayatilaka
Gihan Jayatilaka
Andre navnGihan Chanaka Jayatilaka
PhD student, Department of Computer Science, University of Maryland
Verifisert e-postadresse på cs.umd.edu - Startside
Tittel
Sitert av
Sitert av
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GPU accelerated adaptive banded event alignment for rapid comparative nanopore signal analysis
H Gamaarachchi, CW Lam, G Jayatilaka, H Samarakoon, JT Simpson, ...
BMC bioinformatics 21 (1), 1-13, 2020
1042020
Non-contact Infant Sleep Apnea Detection
G Jayatilaka, H Weligampola, S Sritharan, P Pathmanathan, R Ragel, ...
2019 14th Conference on Industrial and Information Systems (ICIIS), 260-265, 2019
112019
A Retinex based GAN Pipeline to Utilize Paired and Unpaired Datasets for Enhancing Low Light Images
H Weligampola, G Jayatilaka, S Sritharan, R Godaliyadda, P Ekanayaka, ...
2020 Moratuwa Engineering Research Conference (MERCon), 224-229, 2020
102020
DeepLight: Robust & Unobtrusive Real-time Screen-Camera Communication for Real-World Displays
V Tran, G Jayatilaka, A Ashok, A Misra
IPSN '21: Proceedings of the 20th International Conference on Information …, 2021
92021
S2TPVFormer: Spatio-Temporal Tri-Perspective View for temporally coherent 3D Semantic Occupancy Prediction
S Silva, SB Wannigama, G Jayatilaka, MH Khan, R Ragel
AAAI-W : Workshop on Machine Learning for Autonomous Driving at AAAI 2025 …, 2024
82024
Use of Artificial Intelligence on spatio-temporal data to generate insights during COVID-19 pandemic: A Review
G Jayatilaka, J Hassan, U Marikkar, R Perera, S Sritharan, ...
MedRxiv, 2020.11. 22.20232959, 2021
82021
Adaptive hierarchical clustering for hyperspectral image classification: Umbrella Clustering
SSP Vithana, E Ekanayake, E Ekanayake, A Rathnayake, GC Jayatilaka, ...
Journal of Spectral Imaging 8, a11, 2019
52019
Hands Off: A Handshake Interaction Detection and Localization Model for COVID-19 Threat Control
AS Hassan, S Sritharan, G Jayatilaka, RI Godaliyadda, PB Ekanayake, ...
2021 16th Conference on Industrial and Information Systems (ICIIS), 2021
32021
Holistic interpretation of public scenes using computer vision and temporal graphs to identify social distancing violations
G Jayatilaka, J Hassan, S Sritharan, JB Senanayaka, H Weligampola, ...
Applied Sciences 12 (17), 8428, 2022
22022
An optical physics inspired CNN approach for intrinsic image decomposition
H Weligampola, G Jayatilaka, S Sritharan, P Ekanayake, R Ragel, ...
2021 IEEE International Conference on Image Processing (ICIP), 2021
22021
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision
G Jayatilaka, A Shrivastava, M Gwilliam
OpenReview, 2025
2025
Dark arts: algorithms for enhancement and interpretation of low light images
G Jayatilaka, S Sritharan, H Weligampola
University of Peradeniya, 2020
2020
Generalizing Foreground Estimation Algorithms in Dynamic Background Conditions
G Jayatilaka, S Sritharan, H Weligampola, D Elkaduwe, R Godaliyadda, ...
2020
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Artikler 1–13