Recent Journal Articles
Remembering What Is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction,T. Fernando, H. Gammulle, S. Sridharan, S. Denman, C. Fookes, IEEE Transactions on Pattern Analysis and Machine Intelligence , 2024.
Physical Adversarial Attacks for Surveillance: A Survey,K. Nguyen, T. Fernando, C. Fookes, S. Sridharan, IEEE Transactions on Neural Networks and Learning Systems , pp. 17036-17056,2024.
Decoupled and Explainable Associative Memory for Effective Knowledge Propagation,T. Fernando, D. Priyasad, S. Sridharan, C. Fookes, IEEE Transactions on Neural Networks and Learning Systems , 2024.
WildScenes: A benchmark for 2D and 3D semantic segmentation in large-scale natural environments,K. Vidanapathirana, J. Knights, S. Hausler, M. Cox, M. Ramezani, J. Jooste, E. Griffiths, S. Mohamed, S. Sridharan, C. Fookes, P. Moghadam, International Journal of Robotics Research , 2024.
Multimodal Co-Learning Meets Remote Sensing: Taxonomy, State of the Art, and Future Works,N. Kieu, K. Nguyen, A. Nazib, T. Fernando, C. Fookes, S. Sridharan, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , pp. Article number: 10474099 7386-7409,2024.
GeoAdapt: Self-Supervised Test-Time Adaptation in LiDAR Place Recognition Using Geometric Priors,J. Knights, S. Hausler, S. Sridharan, C. Fookes, P. Moghadam, IEEE Robotics and Automation Letters , pp. Article number: 3337698 915-922,2024.
FactoFormer: Factorized Hyperspectral Transformers with Self-Supervised Pre-Training,S. Mohamed, M. Haghighat, T. Fernando, S. Sridharan, C. Fookes, P. Moghadam, IEEE Transactions on Geoscience and Remote Sensing , pp. Article number: 5501614,2024.
Deep cross-domain transfer for emotion recognition via joint learning,D. Nguyen, D. Nguyen, S. Sridharan, M. Abdelrazek, S. Denman, S. Tran, R. Zeng, C. Fookes, Multimedia Tools and Applications , pp. 22455-22472,2024.
AG-ReID.v2: Bridging Aerial and Ground Views for Person Re-identification,H. Nguyen, K. Nguyen, S. Sridharan, C. Fookes, IEEE Transactions on Information Forensics and Security , pp. 2896-2908,2024.
Physics Augmented Tuple Transformer for Autism Severity Level Detection,C. Ranasingha, H. Gammulle, T. Fernando, S. Sridharan, C. Fookes, IEEE Sensors Journal , pp. 39981-39991,2024.
DConv-LSTM-Net: A Novel Architecture for Single and 12-Lead ECG Anomaly Detection,T. Dissanayake, T. Fernando, S. Denman, S. Sridharan, C. Fookes, IEEE Sensors Journal , pp. 22763-22776,2023.
Multi-stage stacked temporal convolution neural networks (MS-S-TCNs) for biosignal segmentation and anomaly localization,T. Dissanayake, T. Fernando, S. Denman, S. Sridharan, C. Fookes, Pattern Recognition , pp. Article number: 109440,2023.
Spectral Geometric Verification: Re-Ranking Point Cloud Retrieval for Metric Localization,K. Vidanapathirana, P. Moghadam, S. Sridharan, C. Fookes, IEEE Robotics and Automation Letters , pp. 2494-2501,2023.