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Membership type: full

Pradeepa Samarasinghe

Country of origin: Sri Lanka Currently in: Sri Lanka, Pelawatte General field of specialization: Computing and Information Technology
Academic Background

Degrees

2012 Doctorate Computing and Information Technology
Research and Profession

Current Research Activities

Computing and Information Technology

Computer Vision, Emotion Analysis, Eye Gaze Tracking, Activity Recognition, Autism


Publications resulting from Research: 


B Wingfield, S Miller, P Yogarajah, D Kerr, B Gardiner, S Seneviratne, P Samarasinghe, and S Coleman. 2019. “A Predictive Model for Paediatric Autism Detection in Low and Middle-Income Countries”, Health Informatics Journal (In Press).
R Kariyawasam, M Nadeeshani, H Tuan, I Subasinghe, P Samarsinghe, P Ratnayake, “Pubudu: Deep Learning Based Screening and Intervention of Dyslexia, Dysgraphia and Dyscalculia”, IEEE 14th Conference on Industrial and Information Systems (ICIIS), 2019 – Presented
R P P Gayadeeptha, B W T Pushpitha, P V K V Pannegama, A A C S Adikari, P Samarasinghe, S E R Siriwardana, “EyeDriver: Intelligent Driver Assistance System”, IEEE 14th Conference on Industrial and Information Systems (ICIIS), 2019 – Presented
M Manchanayake, P Samarasinghe, N Pemadasa, T K D A P Samarasinghe, “Analyze Usage Behavior and Predict Potential Customers for Up-selling Using CDR Data”, IEEE 14th Conference on Industrial and Information Systems (ICIIS), 2019 – Presented
H M M T.Bandara, D P Samarasinghe, S M A M Manchanayake, L P J Perera, K C Kumaradasa, N Premadasa, A P
Samarasinghe, “Analyzing Payment Behaviours And Introducing an Optimal Credit Limit” in International Conference on Advancements in Computing (ICAC), 2019 – Presented
D Pathirana, L Chandrasiri, D Jayasekara, V Dilmi, D P Samarasinghe, N Premadasa, “Deep Learning based Flood Prediction and Relief Optimization” in International Conference on Advancements in Computing (ICAC), 2019 – Presented
A Wijesinghe, P Samarasinghe, B Wingfield, S Seneviratne and Pratheepan Yogarajah, “Machine Learning Based Automated Speech Dialog Analysis of Autistic Children”, 11th International Conference on Knowledge and Systems Engineering (KSE) 2019.
V. Y Tittagalla, R. R. P Wickramarachchi, G. W. C. N. Chandrarathne, N. M. D. M. B. Nanayakkara, P. Samarasinghe, P. Rathnayake and M.G.N.M. Pemadasa, “Screening Tool for Autistic Children” in International Conference on Knowledge and Smart Technology 2018
C Kodithuwakku, L Pinnaduwa, R Abeysinghe, S Kalhara, P Samarasinghe, L Weerasinghe, “Wiyatha – Autism Intervention Tool” in International Conference on Computer, Control, Informatics and its Applications 2018
C. Gamaethige, U. Gunathilake, D. Jayasena, H. Manike, P. Samarasinghe and T. Yatanwala, "“SenseA”-Autism Early Signs and Pre-Aggressive Detector through Image Processing," in 2017 Asia Modelling Symposium (AMS), Kota Kinabalu, 2017, pp. 125-130.
M.L.M. Fernando, W.S.M. Fernando, I. H. Dolawatta, N.T.C. Athukorala, Pradeepa Samarasinghe, Shalini Rupasinghe, "View-Pods: Navigation and Reading Assistance Wearable for Visually Impaired" , International Conference on Innovations in Information Technology (IIT), 2018 - Accepted.
K Rasanayagam, S.D.D.C Kumarasiri, W.A.D.D Tharuka, N.T Samaranayake, P Samarasinghe, S.E.R. Siriwardene, “CIS: An Automated Criminal Identification System”, IEEE International Conference on Information and Automation for Sustainability (ICIAfS), 2018
S. Shangavi, S. Jeyamaalmarukan, A. Jathevan, M. Umatharsini and P. Samarasinghe, "Self-Speech Evaluation with Speech Recognition and Gesture Analysis," 2018 National Information Technology Conference (NITC), Colombo, 2018, pp. 1-7.
P Samarasinghe, L. K. P Lakmal, A. V. Weilkala, W. A. N. P. C Wickramarachchi, E. R. S. Niroshana, “Sri lanka driving license forgery detection” in International Conference on Image Information Processing (ICIIP) 2017, pp. 644-649
Samarasinghe, P. D., Kennedy, Rodney A., “Analysis and Performance of CMA Blind Deconvolution for Image Restoration”, International Journal of Adaptive Control and Signal Processing, Nov, 2014.
Chandrasiri, S., and P. Samarasinghe, "Automatic Anemia identification through morphological image processing." in 7th IEEE International Conference on Information and Automation for Sustainability (ICIAfS), 2014.
S. Chandrasiri, P. Samarasinghe “Morphology based automatic disease analysis through evaluation of red blood cells” in Intelligent Systems, Modelling and Simulation (ISMS), 2014 5th International Conference on 2014 Jan 27 (pp. 318-323). IEEE.
P. D. Samarasinghe and R. A. Kennedy, “Regularized Image Restoration”, Image Restoration, InTech, ISBN 979-953-307-619-4, Jan., 2012.
P. D. Samarasinghe and R. A. Kennedy, “Blind Deconvolution of natural images using segmentation based CMA”, in International Conference on Signal Processing and Communication Systems, ICSPCS, Dec. 2010, pp.1-7.
P. D. Samarasinghe, R. A. Kennedy and H. Li, “On non-blind image restoration”, in International Conference on Signal Processing and Communication Systems, ICSPCS, Sep. 2009, pp. 1-7.
R. A. Kennedy and P. D. Samarasinghe, “Efficient blind separable kernel Deconvolution for image Deblurring”, in International Conference on Signal Processing and Communication Systems, ICSPCS, Dec. 2008, pp. 1-7.
P. D. Samarasinghe and R. A. Kennedy, “Minimum kurtosis CMA Deconvolution for blind image restoration”, in International Conference on Information and Automation for Sustainability, ICIAFS, Dec. 2008, pp. 271-276



Current profession

Current professional activities type: 
Research
Teaching

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