Pradeepa Samarasinghe

According to our database, Pradeepa Samarasinghe authored at least 19 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Comparative Study of Parameter Selection for Enhanced Edge Inference for a Multi-Output Regression model for Head Pose Estimation.

Asiri Lindamulage, Nuwan Kodagoda, Shyam Reyal, Pradeepa Samarasinghe, Pratheepan Yogarajah

CoRR, 2023

DS-HPE: Deep Set for Head Pose Estimation.

Velayuthan Menan, Asiri Gawesha, Pradeepa Samarasinghe, Dharshana Kasthurirathna

Proceedings of the 13th IEEE Annual Computing and Communication Workshop and Conference, 2023

2022

2D Pose Estimation based Child Action Recognition.

Sanka Mohottala, Sandun Abeygunawardana, Pradeepa Samarasinghe, Dharshana Kasthurirathna, Charith Abhayaratne

CoRR, 2022

Evaluation of Generative Adversarial Network Generated Super Resolution Images for Micro Expression Recognition.

Pratikshya Sharma, Sonya Coleman, Pratheepan Yogarajah, Laurence Taggart, Pradeepa Samarasinghe

Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

Automated Analysis of Children Emotion Expression Levels.

Madhuka Nadeeshani, Kovisha Kalaichelvan, Anuradha Karunasena, Pradeepa Samarasinghe

Proceedings of the IEEE International Conference on Industrial Technology, 2022

Graph Neural Network based Child Activity Recognition.

Sanka Mohottala, Pradeepa Samarasinghe, Dharshana Kasthurirathna, Charith Abhayaratne

Proceedings of the IEEE International Conference on Industrial Technology, 2022

Comparative Study of Deep Learning Parameter Selection for Multi-Output Regression on Head Pose Estimation.

Vidushani Dhanawansa, Pradeepa Samarasinghe, Pratheepan Yogarajah, Bryan Gardiner, Anuradha Karunasena

Proceedings of the IEEE International Conference on Industrial Technology, 2022

The Automated Temporal Analysis of Gaze Following in a Visual Tracking Task.

Vidushani Dhanawansa, Pradeepa Samarasinghe, Bryan Gardiner, Pratheepan Yogarajah, Anuradha Karunasena

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021

Auto Encoder Based Image Inpainting Model Using Multi Layer Latent Representations.

M. M. P. N. Walgampaya, Nihal D. Kodikara, Pradeepa Samarasinghe

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Optimum Music: Gesture Controlled, Personalized Music Recommendation System.

Ravin Wijekoon, Dilshan Ekanayaka, Mahela Wijekoon, Dewmal Perera, Pradeepa Samarasinghe, Oshada Seneweera, Ajantha Peiris

Proceedings of the 16th International Conference on Industrial and Information Systems, 2021

Machine Learning Based Emotion Level Assessment.

Lumini M. Wickramasinghe, Dakheela Madanayake, Anuradha Karunasena, Pradeepa Samarasinghe

Proceedings of the 16th International Conference on Industrial and Information Systems, 2021

Screening Child's Screen Time.

Kaushalya Madushani, Navoda Edirisinghe, Kaushalya Koralage, Rashini Sahabandu, Pradeepa Samarasinghe, Lumini M. Wickramasinghe

Proceedings of the 16th International Conference on Industrial and Information Systems, 2021

AI-based Behavioural Analyser for Interviews/Viva.

Dulmini Yashodha Dissanayake, Venuri Amalya, Raveen Dissanayaka, Lahiru Lakshan, Pradeepa Samarasinghe, Madhuka Nadeeshani, Prasad Samarasinghe

Proceedings of the 16th International Conference on Industrial and Information Systems, 2021

2020

A predictive model for paediatric autism screening.

Benjamin Wingfield, Shane Miller, Pratheepan Yogarajah, Dermot Kerr, Bryan Gardiner, Sudarshi Seneviratne, Pradeepa Samarasinghe, Sonya Coleman

Health Informatics J., 2020

Magnifying Spontaneous Facial Micro Expressions for Improved Recognition.

Pratikshya Sharma, Sonya Coleman, Pratheepan Yogarajah, Laurence Taggart, Pradeepa Samarasinghe

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Screening Tool for Autistic Children.

V. Y. Tittagalla, R. R. P. Wickramarachchi, G. W. C. N. Chandrarathne, N. M. D. M. B. Nanayakkara, Pradeepa Samarasinghe, P. Rathnayake, M. G. N. M. Pemadasa

Proceedings of the 11th International Conference on Knowledge and Smart Technology, 2019

Machine Learning Based Automated Speech Dialog Analysis Of Autistic Children.

Anjana Wijesinghe, Pradeepa Samarasinghe, Sudarshi Seneviratne, Pratheepan Yogarajah, Koliya Pulasinghe

Proceedings of the 11th International Conference on Knowledge and Systems Engineering, 2019

Pubudu: Deep Learning Based Screening And Intervention of Dyslexia, Dysgraphia And Dyscalculia.

Ruchira Kariyawasam, Madhuka Nadeeshani, Tuan Hamid, Inisha Subasinghe, Pradeepa Samarasinghe, Pasangi Ratnayake

Proceedings of the 14th Conference on Industrial and Information Systems, 2019

EyeDriver: Intelligent Driver Assistance System.

Prabas Gayadeeptha, Tharindu Pushpitha Baddewithana, Kalpana Vijintha Pannegama, Chamari Sandarekha Samarakkody, Pradeepa Samarasinghe, Samanthi Siriwardana

Proceedings of the 14th Conference on Industrial and Information Systems, 2019