Pradeepa Samarasinghe

22 papers B 1C 2Journal 6Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	GADS: A Super Lightweight Model for Head Pose Estimation. CoRR Velayuthan Menan, Asiri Gawesha, Purushoth Velayuthan, Nuwan Kodagoda, Dharshana Kasthurirathna, Pradeepa Samarasinghe
2025	J	`jnl`	Spatio-temporal graph neural network based child action recognition using data-efficient methods: A systematic analysis. Comput. Vis. Image Underst. Sanka Mohottala, Asiri Gawesha, Dharshana Kasthurirathna, Pradeepa Samarasinghe, Charith Abhayaratne
2023	J	`jnl`	Comparative Study of Parameter Selection for Enhanced Edge Inference for a Multi-Output Regression model for Head Pose Estimation. CoRR Asiri Lindamulage, Nuwan Kodagoda, Shyam Reyal, Pradeepa Samarasinghe, Pratheepan Yogarajah
2023	—	`conf`	DS-HPE: Deep Set for Head Pose Estimation. CCWC Velayuthan Menan, Asiri Gawesha, Pradeepa Samarasinghe, Dharshana Kasthurirathna
2022	J	`jnl`	2D Pose Estimation based Child Action Recognition. CoRR Sanka Mohottala, Sandun Abeygunawardana, Pradeepa Samarasinghe, Dharshana Kasthurirathna, Charith Abhayaratne
2022	—	`conf`	Automated Analysis of Children Emotion Expression Levels. ICIT Madhuka Nadeeshani, Kovisha Kalaichelvan, Anuradha Karunasena, Pradeepa Samarasinghe
2022	—	`conf`	Comparative Study of Deep Learning Parameter Selection for Multi-Output Regression on Head Pose Estimation. ICIT Vidushani Dhanawansa, Pradeepa Samarasinghe, Pratheepan Yogarajah, Bryan Gardiner, Anuradha Karunasena
2022	C	`conf`	Evaluation of Generative Adversarial Network Generated Super Resolution Images for Micro Expression Recognition. ICPRAM Pratikshya Sharma, Sonya Coleman, Pratheepan Yogarajah, Laurence Taggart, Pradeepa Samarasinghe
2022	—	`conf`	Graph Neural Network based Child Activity Recognition. ICIT Sanka Mohottala, Pradeepa Samarasinghe, Dharshana Kasthurirathna, Charith Abhayaratne
2022	J	`jnl`	Graph Neural Network based Child Activity Recognition. CoRR Sanka Mohottala, Pradeepa Samarasinghe, Dharshana Kasthurirathna, Charith Abhayaratne
2022	—	`conf`	The Automated Temporal Analysis of Gaze Following in a Visual Tracking Task. ICIAP (3) Vidushani Dhanawansa, Pradeepa Samarasinghe, Bryan Gardiner, Pratheepan Yogarajah, Anuradha Karunasena
2021	—	`conf`	AI-based Behavioural Analyser for Interviews/Viva. ICIIS Dulmini Yashodha Dissanayake, Venuri Amalya, Raveen Dissanayaka, Lahiru Lakshan, Pradeepa Samarasinghe, Madhuka Nadeeshani, Prasad Samarasinghe
2021	C	`conf`	Auto Encoder Based Image Inpainting Model Using Multi Layer Latent Representations. ICMLA M. M. P. N. Walgampaya, Nihal D. Kodikara, Pradeepa Samarasinghe
2021	—	`conf`	Machine Learning Based Emotion Level Assessment. ICIIS Lumini M. Wickramasinghe, Dakheela Madanayake, Anuradha Karunasena, Pradeepa Samarasinghe
2021	—	`conf`	Optimum Music: Gesture Controlled, Personalized Music Recommendation System. ICIIS Ravin Wijekoon, Dilshan Ekanayaka, Mahela Wijekoon, Dewmal Perera, Pradeepa Samarasinghe, Oshada Seneweera, Ajantha Peiris
2021	—	`conf`	Screening Child's Screen Time. ICIIS Kaushalya Madushani, Navoda Edirisinghe, Kaushalya Koralage, Rashini Sahabandu, Pradeepa Samarasinghe, Lumini M. Wickramasinghe
2020	J	`jnl`	A predictive model for paediatric autism screening. Health Informatics J. Benjamin Wingfield, Shane Miller, Pratheepan Yogarajah, Dermot Kerr, Bryan Gardiner, Sudarshi Seneviratne, Pradeepa Samarasinghe, Sonya Coleman
2020	B	`conf`	Magnifying Spontaneous Facial Micro Expressions for Improved Recognition. ICPR Pratikshya Sharma, Sonya Coleman, Pratheepan Yogarajah, Laurence Taggart, Pradeepa Samarasinghe
2019	—	`conf`	EyeDriver: Intelligent Driver Assistance System. ICIIS Prabas Gayadeeptha, Tharindu Pushpitha Baddewithana, Kalpana Vijintha Pannegama, Chamari Sandarekha Samarakkody, Pradeepa Samarasinghe, Samanthi Siriwardana
2019	—	`conf`	Machine Learning Based Automated Speech Dialog Analysis Of Autistic Children. KSE Anjana Wijesinghe, Pradeepa Samarasinghe, Sudarshi Seneviratne, Pratheepan Yogarajah, Koliya Pulasinghe
2019	—	`conf`	Pubudu: Deep Learning Based Screening And Intervention of Dyslexia, Dysgraphia And Dyscalculia. ICIIS Ruchira Kariyawasam, Madhuka Nadeeshani, Tuan Hamid, Inisha Subasinghe, Pradeepa Samarasinghe, Pasangi Ratnayake
2019	—	`conf`	Screening Tool for Autistic Children. KST 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