Tharindu Fernando
Title
Cited by
Cited by
Year
Soft+ hardwired attention: An lstm framework for human trajectory prediction and abnormal event detection
T Fernando, S Denman, S Sridharan, C Fookes
Neural networks 108, 466-478, 2018
1562018
Going Deeper: Autonomous Steering With Neural Memory Networks
T Fernando, S Denman, S Sridharan, C Fookes
Proceedings of the IEEE Conference on Computer Vision, 214-221, 2017
382017
Tracking by prediction: A deep generative model for mutli-person localisation and tracking
T Fernando, S Denman, S Sridharan, C Fookes
2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 1122-1132, 2018
372018
Tree memory networks for modelling long-term temporal dependencies
T Fernando, S Denman, A McFadyen, S Sridharan, C Fookes
Neurocomputing 304, 64-81, 2018
352018
Task specific visual saliency prediction with memory augmented conditional generative adversarial networks
T Fernando, S Denman, S Sridharan, C Fookes
2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 1539-1548, 2018
232018
Discovering Methods of Scoring in Soccer Using Tracking Data
T Fernando, X Wei, C Fookes, S Sridharan, P Lucey
23*2015
Gd-gan: Generative adversarial networks for trajectory prediction and group detection in crowds
T Fernando, S Denman, S Sridharan, C Fookes
Asian Conference on Computer Vision, 314-330, 2018
192018
Learning temporal strategic relationships using generative adversarial imitation learning
T Fernando, S Denman, S Sridharan, C Fookes
arXiv preprint arXiv:1805.04969, 2018
182018
Memory augmented deep generative models for forecasting the next shot location in tennis
T Fernando, S Denman, S Sridharan, C Fookes
IEEE Transactions on Knowledge and Data Engineering 32 (9), 1785-1797, 2019
102019
A hierarchical multimodal system for motion analysis in patients with epilepsy
D Ahmedt-Aristizabal, C Fookes, S Denman, K Nguyen, T Fernando, ...
Epilepsy & Behavior 87, 46-58, 2018
102018
Coupled generative adversarial network for continuous fine-grained action segmentation
H Gammulle, T Fernando, S Denman, S Sridharan, C Fookes
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 200-209, 2019
92019
Heart sound segmentation using bidirectional lstms with attention
T Fernando, H Ghaemmaghami, S Denman, S Sridharan, N Hussain, ...
IEEE journal of biomedical and health informatics 24 (6), 1601-1609, 2019
82019
Pedestrian trajectory prediction with structured memory hierarchies
T Fernando, S Denman, S Sridharan, C Fookes
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018
82018
Neural memory networks for robust classification of seizure type
D Ahmedt-Aristizabal, T Fernando, S Denman, L Petersson, MJ Aburn, ...
arXiv preprint arXiv:1912.04968, 2019
7*2019
Neighbourhood context embeddings in deep inverse reinforcement learning for predicting pedestrian motion over long time horizons
T Fernando, S Denman, S Sridharan, C Fookes
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
62019
Neural memory plasticity for medical anomaly detection
T Fernando, S Denman, D Ahmedt-Aristizabal, S Sridharan, KR Laurens, ...
Neural Networks 127, 67-81, 2020
5*2020
Fuzzy logic based mobile robot target tracking in dynamic hostile environment
T Fernando, H Gammulle, C Walgampaya
2015 IEEE International Conference on Computational Intelligence and Virtual …, 2015
52015
Attention driven fusion for multi-modal emotion recognition
D Priyasad, T Fernando, S Denman, S Sridharan, C Fookes
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
42020
A robust interpretable deep learning classifier for heart anomaly detection without segmentation
T Dissanayake, T Fernando, S Denman, S Sridharan, H Ghaemmaghami, ...
IEEE Journal of Biomedical and Health Informatics, 2020
3*2020
Identification of children at risk of schizophrenia via deep learning and EEG responses
DA Aristizabal, T Fernando, S Denman, JE Robinson, S Sridharan, ...
IEEE journal of biomedical and health informatics, 2020
32020
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Articles 1–20