Tharindu Fernando
Queensland University of Technology(AU)Vision Australia(AU)
Publications by Year
Research Areas
Anomaly Detection Techniques and Applications, Video Surveillance and Tracking Methods, Human Pose and Action Recognition, EEG and Brain-Computer Interfaces, Music and Audio Processing
Most-Cited Works
- → Soft + Hardwired attention: An LSTM framework for human trajectory prediction and abnormal event detection(2018)373 cited
- → Deep Learning for Patient-Independent Epileptic Seizure Prediction Using Scalp EEG Signals(2021)171 cited
- → Geometric Deep Learning for Subject Independent Epileptic Seizure Prediction Using Scalp EEG Signals(2021)121 cited
- → Identification of Children at Risk of Schizophrenia via Deep Learning and EEG Responses(2020)99 cited
- → A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation(2020)99 cited
- Heart Sound Segmentation using Bidirectional LSTMs with Attention(2020)
- → Deep Inverse Reinforcement Learning for Behavior Prediction in Autonomous Driving: Accurate Forecasts of Vehicle Motion(2020)79 cited
- → Attention Driven Fusion for Multi-Modal Emotion Recognition(2020)76 cited
- Tracking by prediction: A deep generative model for multi-person localisation and tracking(2018)
- → GD-GAN: Generative Adversarial Networks for Trajectory Prediction and Group Detection in Crowds(2019)61 cited