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Gihan


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Full Name
Gihan Chanaka Jayatilaka

Preferred Name
Gihan Jayatilaka

Registration Number
E/14/158

Department
Computer Engineering


Residence
College Park, Maryland, USA

Interests
Computer Vision, Machine Learning

Current Affiliation
Department of Computer Science - University of Maryland in College Park
Publications
  • A Retinex based GAN Pipeline to Utilize Paired and Unpaired Datasets for Enhancing Low Light Images
    Harshana Weligampola, Gihan Jayatilaka, Suren Sritharan, Roshan Goldaliyadda, Parakrama Ekanayeka, Roshan Ragel, Vijitha Herath, MERcon, 2020
    doi: 10.1109/MERCon50084.2020.9185373
    #Low-light image enhancement#Retinex theory#Generative adversarial networks#Cycle consistency#Computer Vision
  • Non-contact Infant Sleep Apnea Detection
    Gihan Jayatilaka, Harshana Weligampola, Suren Sritharan, Pankayaraj Pathmanathan, Roshan Ragel, Isuru Nawinne, IEEE International Conference on Industrial and Information Systems (ICIIS), 2019
    doi: 10.1109/ICIIS47346.2019.9063269
    #Sleep apnea#Video processing#Bio medical engineering#Pattern recognition
  • Adaptive hierarchical clustering for hyperspectral image classification: Umbrella Clustering
    S.S.P. Vithana, E.M.M.B. Ekanayake, E.M.H.E.B. Ekanayake, A.R.M.A.N. Rathnayake, G.C. Jayatilaka, H.M.V.R. Herath, G.M.R.I. Godaliyadda, M.P.B. Ekanayake, Journal of Spectral Imaging, 2019
    doi: 10.1255/jsi.2019.a11
    #hyperspectral imagery#spectral clustering#hierarchical classification#umbrella clustering#feature extraction#remote sensing#linear discriminant analysis#self-organise#unsupervised
  • GPU accelerated adaptive banded event alignment for rapid comparative nanopore signal analysis
    Hasindu Gamaarachchi, Chun Wai Lam, Gihan Jayatilaka, Hiruna Samarakoon, Jared T. Simpson, Martin A. Smith, Sri Parameswaran, BMC Bioinformatics, 2020
    doi: 10.1186/s12859-020-03697-x
    #Nanopore#Signal alignment#Event alignment#Methylation#GPU#GPU acceleration#Optimisation#SoC#Nanopolish#f5c
  • DeepLight: Robust & Unobtrusive Real-time Screen-Camera Communication for Real-World Displays
    Vu Tran, Gihan Jayatilaka, Ashwin Ashok, Archan Misra, 2021 20th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), 2021
    doi: 10.1145/3412382.3458269
    #Human-centered computing#Ubiquitous and mobile computing#Computer systems organization#Embedded and cyber-physical systems

Please note that here only contain the 'Publications' affiliated with the Department of Computer Engineering. To see the full publication profile, visit the ResearchGate or Google Scholar profile of the student.