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
1482018
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
362018
Tree memory networks for modelling long-term temporal dependencies
T Fernando, S Denman, A McFadyen, S Sridharan, C Fookes
Neurocomputing 304, 64-81, 2018
322018
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
252018
Discovering Methods of Scoring in Soccer Using Tracking Data
T Fernando, X Wei, C Fookes, S Sridharan, P Lucey
24*2015
Learning temporal strategic relationships using generative adversarial imitation learning
T Fernando, S Denman, S Sridharan, C Fookes
arXiv preprint arXiv:1805.04969, 2018
182018
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
172018
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
112018
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, 2019
102019
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
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
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 International Conference on Computer Vision …, 2019
72019
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
6*2019
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
62019
Neural memory plasticity for medical anomaly detection
T Fernando, S Denman, D Ahmedt-Aristizabal, S Sridharan, KR Laurens, ...
Neural Networks, 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
Temporarily-Aware Context Modeling Using Generative Adversarial Networks for Speech Activity Detection
T Fernando, S Sridharan, M McLaren, D Priyasad, S Denman, C Fookes
IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 1159-1169, 2020
32020
Detection of Fake and Fraudulent Faces via Neural Memory Networks
T Fernando, C Fookes, S Denman, S Sridharan
IEEE Transactions on Information Forensics and Security, 2020
2*2020
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
22020
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Articles 1–20