Ranga Rodrigo

According to our database, Ranga Rodrigo authored at least 57 papers between 2004 and 2024.

Collaborative distances:

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

2024

A Feature Generator for Few-Shot Learning.

Heethanjan Kanagalingam, Thenukan Pathmanathan, Navaneethan Ketheeswaran, Mokeeshan Vathanakumar, Mohamed Afham, Ranga Rodrigo

CoRR, 2024

Vessel Re-identification and Activity Detection in Thermal Domain for Maritime Surveillance.

Yasod Ginige, Ransika Gunasekara, Darsha Hewavitharana, Manjula Ariyarathne, Ranga Rodrigo, Peshala Jayasekara

CoRR, 2024

Forensic Video Analytic Software.

Anton Jeran Ratnarajah, Sahani Goonetilleke, Dumindu Tissera, Kapilan Balagopalan, Ranga Rodrigo

CoRR, 2024

Virtual Reality Bank: A Novel Banking Experience in Immersive World.

Vidushika Rasanji, Nikeshi Kumarasinghe, Rumal Pethangoda, Vidura Karunarathna, Ranga Rodrigo

Proceedings of the 26th Symposium on Virtual and Augmented Reality, 2024

LiverUSRecon: Automatic 3D Reconstruction and Volumetry of the Liver with a Few Partial Ultrasound Scans.

Kaushalya Sivayogaraj, Sahan T. Guruge, Udari Liyanage, Jeevani Udupihille, Saroj Jayasinghe, Gerard Fernando, Ranga Rodrigo, M. Rukshani Liyanaarachchi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

End-to-end data-dependent routing in multi-path neural networks.

Dumindu Tissera, Rukshan Darshana Wijesinghe, Kasun Vithanage, Alex Xavier, Subha Fernando, Ranga Rodrigo

Neural Comput. Appl., June, 2023

Diverse single image generation with controllable global structure.

Sutharsan Mahendren, Chamira U. S. Edussooriya, Ranga Rodrigo

Neurocomputing, April, 2023

Fast and accurate light field saliency detection through deep encoding.

Sahan Hemachandra, Ranga Rodrigo, Chamira U. S. Edussooriya

Signal Process. Image Commun., 2023

Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology.

Nirhoshan Sivaroopan, Chamuditha Jayanga, Chalani Ekanayake, Hasindri Watawana, Jathurshan Pradeepkumar, Mithunjha Anandakumar, Ranga Rodrigo, Chamira U. S. Edussooriya, Dushan N. Wadduwage

CoRR, 2023

AI Based Solution to Optimize the Fertilizer Composition in Hydroponics Agriculture.

Pubudu Ekanayake, Subha Fernando, Ranga Rodrigo, Sanath Jayasena

Proceedings of the 15th International Conference on Machine Learning and Computing, 2023

DualCam: A Novel Benchmark Dataset for Fine-Grained Real-Time Traffic Light Detection.

Harindu Jayarathne, Tharindu Samarakoon, Hasara Koralege, Asitha Divisekara, Ranga Rodrigo, Peshala Jayasekara

Proceedings of the International Conference on Machine Learning and Applications, 2023

SATHUR: Self Augmenting Task Hallucinal Unified Representation for Generalized Class Incremental Learning.

Sathursan Kanagarajah, Thanuja Ambegoda, Ranga Rodrigo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

KORSAL: Key-Point Based Online Real-Time Spatio-Temporal Action Localization.

Kalana Abeywardena, Shechem Sumanthiran, Sakuna Jayasundara, Sachira Karunasena, Ranga Rodrigo, Peshala Jayasekara

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2023

2022

PointCaps: Raw point cloud processing using capsule networks with Euclidean distance routing.

Dishanika Denipitiyage, Vinoj Jayasundara, Ranga Rodrigo, Chamira U. S. Edussooriya

J. Vis. Commun. Image Represent., 2022

Neural mixture models with expectation-maximization for end-to-end deep clustering.

Dumindu Tissera, Kasun Vithanage, Rukshan Darshana Wijesinghe, Alex Xavier, Sanath Jayasena, Subha Fernando, Ranga Rodrigo

Neurocomputing, 2022

3DLatNav: Navigating Generative Latent Spaces for Semantic-Aware 3D Object Manipulation.

Amaya Dharmasiri, Dinithi Dissanayake, Mohamed Afham, Isuru Dissanayake, Ranga Rodrigo, Kanchana Thilakarathna

CoRR, 2022

Visual-Semantic Contrastive Alignment for Few-Shot Image Classification.

Mohamed Afham, Ranga Rodrigo

CoRR, 2022

Realistic, Animatable Human Reconstructions for Virtual Fit-On.

Gayal Kuruppu, Bumuthu Dilshan, Shehan Samarasinghe, Nipuna Madhushan, Ranga Rodrigo

CoRR, 2022

Vision Transformer with Convolutional Encoder-Decoder for Hand Gesture Recognition using 24 GHz Doppler Radar.

Kavinda Kehelella, Gayangana Leelarathne, Dhanuka Marasinghe, Nisal Kariyawasam, Viduneth Ariyarathna, Arjuna Madanayake, Ranga Rodrigo, Chamira U. S. Edussooriya

CoRR, 2022

Class-Aware Attention for Multimodal Trajectory Prediction.

Bimsara Pathiraja, Shehan Munasinghe, Malshan Ranawella, Maleesha De Silva, Ranga Rodrigo, Peshala Jayasekara

CoRR, 2022

Dynamic Template Initialization for Part-Aware Person Re-ID.

Kalana Abeywardena, Shechem Sumanthiran, Sanoojan Baliah, Nadarasar Bahavan, Nalith Udugampola, Ajith A. Pasqual, Chamira U. S. Edussooriya, Ranga Rodrigo

CoRR, 2022

CeyMo: See More on Roads - A Novel Benchmark Dataset for Road Marking Detection.

Oshada Jayasinghe, Sahan Hemachandra, Damith Anhettigama, Shenali Kariyawasam, Ranga Rodrigo, Peshala Jayasekara

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Towards Real-time Traffic Sign and Traffic Light Detection on Embedded Systems.

Oshada Jayasinghe, Sahan Hemachandra, Damith Anhettigama, Shenali Kariyawasam, Tharindu Wickremasinghe, Chalani Ekanayake, Ranga Rodrigo, Peshala Jayasekara

Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

HPGNN: Using Hierarchical Graph Neural Networks for Outdoor Point Cloud Processing.

Arulmolivarman Thieshanthan, Amashi Niwarthana, Pamuditha Somarathne, Tharindu Wickremasinghe, Ranga Rodrigo

Proceedings of the 26th International Conference on Pattern Recognition, 2022

CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding.

Mohamed Afham, Isuru Dissanayake, Dinithi Dissanayake, Amaya Dharmasiri, Kanchana Thilakarathna, Ranga Rodrigo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

KORSAL: Key-point Detection based Online Real-Time Spatio-Temporal Action Localization.

Kalana Abeywardena, Shechem Sumanthiran, Sakuna Jayasundara, Sachira Karunasena, Ranga Rodrigo, Peshala Jayasekara

CoRR, 2021

End-To-End Data-Dependent Routing in Multi-Path Neural Networks.

Dumindu Tissera, Kasun Vithanage, Rukshan Darshana Wijesinghe, Subha Fernando, Ranga Rodrigo

CoRR, 2021

Diverse Single Image Generation with Controllable Global Structure through Self-Attention.

Sutharsan Mahendren, Chamira U. S. Edussooriya, Ranga Rodrigo

CoRR, 2021

Exploiting the Redundancy in Convolutional Filters for Parameter Reduction.

Kumara Kahatapitiya, Ranga Rodrigo

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

SwiftLane: Towards Fast and Efficient Lane Detection.

Oshada Jayasinghe, Damith Anhettigama, Sahan Hemachandra, Shenali Kariyawasam, Ranga Rodrigo, Peshala Jayasekara

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

On Large-Batch Training of Residual Networks with SignSGD.

Alex Xavier, Dumindu Tissera, Rukshan Darshana Wijesinghe, Kasun Vithanage, Ranga Rodrigo, Subha Fernando, Sanath Jayasena

Proceedings of the ICAAI 2021: The 5th International Conference on Advances in Artificial Intelligence, Virtual Event, United Kingdom, November 20, 2021

2020

Fast and Accurate Light Field Saliency Detection through Feature Extraction.

Sahan Hemachandra, Ranga Rodrigo, Chamira U. S. Edussooriya

CoRR, 2020

Towards a Smart Opponent for Board Games: Learning beyond Simulations.

Naveen Karunanayake, Achintha Wijesinghe, Chameera Wijethunga, Chinthani Kumaradasa, Peshala Jayasekara, Ranga Rodrigo

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Feature-Dependent Cross-Connections in Multi-Path Neural Networks.

Dumindu Tissera, Kasun Vithanage, Rukshan Darshana Wijesinghe, Kumara Kahatapitiya, Subha Fernando, Ranga Rodrigo

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

2019

Combined Static and Motion Features for Deep-Networks-Based Activity Recognition in Videos.

Sameera Ramasinghe, Jathushan Rajasegaran, Vinoj Jayasundara, Kanchana Ranasinghe, Ranga Rodrigo, Ajith A. Pasqual

IEEE Trans. Circuits Syst. Video Technol., 2019

TimeCaps: Capturing Time Series Data with Capsule Networks.

Hirunima Jayasekara, Vinoj Jayasundara, Jathushan Rajasegaran, Sandaru Jayasekara, Suranga Seneviratne, Ranga Rodrigo

CoRR, 2019

Context-Aware Multipath Networks.

Dumindu Tissera, Kumara Kahatapitiya, Rukshan Darshana Wijesinghe, Subha Fernando, Ranga Rodrigo

CoRR, 2019

LinearConv: Regenerating Redundancy in Convolution Filters as Linear Combinations for Parameter Reduction.

Kumara Kahatapitiya, Ranga Rodrigo

CoRR, 2019

TextCaps: Handwritten Character Recognition With Very Small Datasets.

Vinoj Jayasundara, Sandaru Jayasekara, Hirunima Jayasekara, Jathushan Rajasegaran, Suranga Seneviratne, Ranga Rodrigo

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Context-Aware Automatic Occlusion Removal.

Kumara Kahatapitiya, Dumindu Tissera, Ranga Rodrigo

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

DEVI: Open-source Human-Robot Interface for Interactive Receptionist Systems.

Ramesha Karunasena, Piumi Sandarenu, Madushi Pinto, Achala Athukorala, Ranga Rodrigo, Peshala Jayasekara

Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019

DeepCaps: Going Deeper With Capsule Networks.

Jathushan Rajasegaran, Vinoj Jayasundara, Sandaru Jayasekara, Hirunima Jayasekara, Suranga Seneviratne, Ranga Rodrigo

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

VLIW Based Runtime Reconfigurable Machine Vision Coprocessor Architecture for Edge Computing.

Dilshan Kumarathunga, Omega Gamage, Asitha Samarasinghe, Nipuna Saranga, Ranga Rodrigo, Ajith A. Pasqual

Proceedings of the 30th IEEE International Conference on Application-specific Systems, 2019

2018

Moving Object Based Collision-Free Video Synopsis.

Anton Ratnarajah, Sahani Goonetilleke, Dumindu Tissera, Kapilan Balagopalan, Ranga Rodrigo

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Moving Kinect-Based Gait Analysis with Increased Range.

Madhura Pathegama, Dileepa Marasinghe, Kanishka Wijayasekara, Ishan Karunanayake, Chamira U. S. Edussooriya, Pujitha Silva, Ranga Rodrigo

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Gait Analysis Using RGBD Sensors.

Ravindu Kumarasiri, Akila Niroshan, Zaman Lantra, Thanuja Madusanka, Chamira U. S. Edussooriya, Ranga Rodrigo

Proceedings of the 15th International Conference on Control, 2018

2017

Micro Actions and Deep Static Features for Activity Recognition.

Sameera Ramasinghe, Jathushan Rajasegaran, Vinoj Jayasundara, Kanchana Ranasinghe, Ranga Rodrigo, Ajith A. Pasqual

Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

2015

Action recognition by single stream convolutional neural networks: An approach using combined motion and static information.

Sameera Ramasinghe, Ranga Rodrigo

Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2012

Curvature Based Robust Descriptors.

Farlin Mohideen, Ranga Rodrigo

Proceedings of the British Machine Vision Conference, 2012

2009

Robust and Efficient Feature Tracking for Indoor Navigation.

Ranga Rodrigo, Mehrnaz Zouqi, Zhenhe Chen, Jagath Samarabandu

IEEE Trans. Syst. Man Cybern. Part B, 2009

2008

Vision Based Spectroscopy Simulation.

Eranga Ukwatta, Ranga Rodrigo, Jagath Samarabandu, Mike Hall

Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008

2007

Recent advances in simultaneous localization and map-building using computer vision.

Zhenhe Chen, Jagath Samarabandu, Ranga Rodrigo

Adv. Robotics, 2007

An application framework for measuring the performance of a visual servo control of a reaching task for the visually impaired.

Duane J. Jacques, Ranga Rodrigo, Kenneth A. McIsaac, Jagath Samarabandu

Proceedings of the IEEE International Conference on Systems, 2007

2006

Line cue augmented perspective structure from motion.

Jagath Samarabandu, Ranga Rodrigo

Proceedings of the Image Processing: Algorithms and Systems IV, 2006

Energy Based Line Detection.

Ranga Rodrigo, Wenxia Shi, Jagath Samarabandu

Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

2005

An Object Tracking and Visual Servoing System for the Visually Impaired.

Duane J. Jacques, Ranga Rodrigo, Kenneth A. McIsaac, Jagath Samarabandu

Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

2004

A focus of attention mechanism for gaze control within a framework for intelligent image analysis tools.

Ranga Rodrigo, Kamal P. Ranaweera, Jagath Samarabandu

Proceedings of the Image Processing: Algorithms and Systems III, 2004