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.
Pose-driven attention-guided image generation for person re-Identification,A. Khatun, S. Denman, S. Sridharan, C. Fookes, Pattern Recognition , pp. Article number: 109246,2023.
Meta-transfer learning for emotion recognition,D. Nguyen, D. Nguyen, S. Sridharan, S. Denman, T. Nguyen, D. Dean, C. Fookes, Neural Computing and Applications , pp. 10535-10549,2023.
Generalized Generative Deep Learning Models for Biosignal Synthesis and Modality Transfer,T. Dissanayake, T. Fernando, S. Denman, S. Sridharan, C. Fookes, IEEE Journal of Biomedical and Health Informatics , pp. 968-979,2023.
Complex-valued Iris Recognition Network,K. Nguyen, C. Fookes, S. Sridharan, A. Ross, IEEE Transactions on Pattern Analysis and Machine Intelligence , pp. 182-196,2023.
Toward On-Board Panoptic Segmentation of Multispectral Satellite Images,T. Fernando, C. Fookes, H. Gammulle, S. Denman, S. Sridharan, IEEE Transactions on Geoscience and Remote Sensing , pp. Article number: 5402312,2023.
Wild-Places: A Large-Scale Dataset for Lidar Place Recognition in Unstructured Natural Environments,J. Knights, K. Vidanapathirana, M. Ramezani, S. Sridharan, C. Fookes, P. Moghadam, Proceedings of the 2023 IEEE International Conference on Robotics and Automation (ICRA) , pp. 11322-11328,2023.
Aerial-Ground Person Re-ID,H. Nguyen, K. Nguyen, S. Sridharan, C. Fookes, Proceedings of the 2023 IEEE International Conference on Multimedia and Expo (ICME) , pp. 2585-2590,2023.
AG-ReID 2023: Aerial-Ground Person Re-identification Challenge Results,K. Nguyen, C. Fookes, S. Sridharan, F. Liu, X. Liu, A. Ross, D. Michalski, H. Nguyen, D. Deb, M. Kothari, M. Saini, D. Du, S. McCloskey, G. Bertocco, F. Andalo, T. Boult, A. Rocha, H. Zhu, Z. Zheng, R. Nevatia, Z. Randhawa, S. Sabri, G. Doretto, Proceedings of the 2023 IEEE International Joint Conference on Biometrics (IJCB) , 2023.
Dual Memory Fusion for Multimodal Speech Emotion Recognition,D. Priyasad, T. Fernando, S. Sridharan, S. Denman, C. Fookes, Proceedings of Interspeech 2023 , pp. 4543-4547,2023.
SESS: Saliency Enhancing with Scaling and Sliding,O. Tursun, S. Denman, S. Sridharan, C. Fookes, S. Avidan, G. Brostow, M. Cisse, G. Farinella, T. Hassner, Computer Vision – ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part XII , pp. 318-333,2022.
Deep Learning for Medical Anomaly Detection: A Survey,T. Fernando, H. Gammulle, S. Denman, S. Sridharan, C. Fookes, ACM Computing Surveys , pp. Article number: 141,2022.
Affect recognition from scalp-EEG using channel-wise encoder networks coupled with geometric deep learning and multi-channel feature fusion,D. Priyasad, T. Fernando, S. Denman, S. Sridharan, C. Fookes, Knowledge-Based Systems , pp. Article number: 109038,2022.
Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings,T. Fernando, S. Sridharan, S. Denman, H. Ghaemmaghami, C. Fookes, IEEE Journal of Biomedical and Health Informatics , pp. 2898-2908,2022.
Split ‘n’ merge net: A dynamic masking network for multi-task attention,T. Fernando, S. Sridharan, S. Denman, C. Fookes, Pattern Recognition , pp. Article number: 108551,2022.
An efficient framework for zero-shot sketch-based image retrieval,O. Tursun, S. Denman, S. Sridharan, E. Goan, C. Fookes, Pattern Recognition , pp. Article number: 108528,2022.
Elasticity Meets Continuous-Time: Map-Centric Dense 3D LiDAR SLAM,C. Park, P. Moghadam, J. Williams, S. Kim, S. Sridharan, C. Fookes, IEEE Transactions on Robotics , pp. 978-997,2022.
Channel Graph Regularized Correlation Filters for Visual Object Tracking,M. Jain, A. Tyagi, A. Subramanyam, S. Denman, S. Sridharan, C. Fookes, IEEE Transactions on Circuits and Systems for Video Technology , pp. 715 – 729,2022.
Geometric Deep Learning for Subject Independent Epileptic Seizure Prediction using Scalp EEG Signals,P. Thilakasiri Dissanayakage, T. Warnakulasuriya, S. Denman, S. Sridharan, C. Fookes, IEEE Journal of Biomedical and Health Informatics , pp. 527-538,2022.
Accurate 3D hand mesh recovery from a single RGB image,A. Hewa Thondilege, K. Nguyen Thanh, S. Sridharan, C. Fookes, Scientific Reports , pp. Article number: 11043,2022.
Jointly Trained Conversion Model with LPCNet for Any-to-One Voice Conversion using Speaker-Independent Linguistic Features,I. Himawan, R. Wang, S. Sridharan, C. Fookes, IEEE Access , pp. 134029-134037,2022.
InCloud: Incremental Learning for Point Cloud Place Recognition,J. Knights, P. Moghadam, M. Ramezani, S. Sridharan, C. Fookes, Proceedings of the 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , pp. 8559-8566,2022.
Deep Auto-Encoders With Sequential Learning for Multimodal Dimensional Emotion Recognition,D. Nguyen, D. Nguyen, R. Zeng, T. Nguyen, S. Tran, T. Nguyen, S. Sridharan, C. Fookes, IEEE Transactions on Multimedia , pp. 1313-1324,2022.
Detecting Heart Failure Through Voice Analysis using Self-Supervised Mode-Based Memory Fusion,D. Priyasad, A. Partovi, S. Sridharan, M. Kashefpoor, T. Fernando, S. Denman, C. Fookes, J. Tang, D. Kaye, Proceedings of the 23rd INTERSPEECH Conference , pp. 2848-2852,2022.
Component-based Attention for Large-scale Trademark Retrieval,O. Tursun, S. Denman, S. Sivapalan, S. Sridharan, C. Fookes, S. Mau, IEEE Transactions on Information Forensics and Security , pp. 2350-2363,2022.
Learning test-time augmentation for content-based image retrieval,O. Tursun, S. Denman, S. Sridharan, C. Fookes, Computer Vision and Image Understanding , pp. Article number: 103494,2022.
LoGG3D-Net: Locally Guided Global Descriptor Learning for 3D Place Recognition,K. Vidanapathirana, M. Ramezani, P. Moghadam, S. Sridharan, C. Fookes, Proceedings of the 39th IEEE International Conference on Robotics and Automation (ICRA 2022) , pp. 2215-2221,2022.
Interpretable Seizure Classification Using Unprocessed EEG with Multi-Channel Attentive Feature Fusion,D. Priyasad, T. Fernando, S. Denman, S. Sridharan, C. Fookes, IEEE Sensors Journal , pp. 19186-19197,2021.
Learning Regional Attention Over Multi-Resolution Deep Convolutional Features For Trademark Retrieval,O. Tursun, S. Denman, S. Sridharan, C. Fookes, Proceedings of the 2021 IEEE International Conference on Image Processing (ICIP) , pp. 2393-2397,2021.
Multi-slice net: A novel light weight framework for COVID-19 diagnosis,H. Gammulle, T. Fernando, S. Sridharan, S. Denman, C. Fookes, Proceedings of the 2021 IEEE International Conference on Autonomous Systems (ICAS) , 2021.
Domain Generalization in Biosignal Classification,T. Dissanayake, T. Fernando, S. Denman, H. Ghaemmaghami, S. Sridharan, C. Fookes, IEEE Transactions on Biomedical Engineering , pp. 1978-1989,2021.
A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection without Segmentation,T. Dissanayake, T. Fernando, S. Denman, S. Sridharan, H. Ghaemmaghami, C. Fookes, IEEE Journal of Biomedical and Health Informatics , pp. 2162-2171,2021.
Deep Learning for Patient-Independent Epileptic Seizure Prediction Using Scalp EEG Signals,T. Dissanayake, T. Fernando, S. Denman, S. Sridharan, C. Fookes, IEEE Sensors Journal , pp. 9377-9388,2021.
Memory based fusion for multi-modal deep learning,D. Priyasad, T. Fernando, S. Denman, S. Sridharan, C. Fookes, Information Fusion , pp. 136-146,2021.
Identification of children at risk of schizophrenia via deep learning and EEG responses,D. Ahmedt Aristizabal, T. Fernando, S. Denman, J. Robinson, S. Sridharan, P. Johnston, K. Laurens, C. Fookes, IEEE Journal of Biomedical and Health Informatics , pp. Article number: 9070217 69-76,2021.
Deep Inverse Reinforcement Learning for Behavior Prediction in Autonomous Driving: Accurate Forecasts of Vehicle Motion,T. Fernando, S. Denman, S. Sridharan, C. Fookes, IEEE Signal Processing Magazine , pp. Article number: 9307325 87-96,2021.
IGSSTRCF: Importance Guided Sparse Spatio-Temporal Regularized Correlation Filters For Tracking,M. Jain, A. Subramanyam, S. Denman, S. Sridharan, C. Fookes, Proceedings of the 2021 IEEE Winter Conference on Applications of Computer Vision (WACV) , pp. 2774-2783,2021.
Multi-modal semantic image segmentation,A. Pemasiri, K. Nguyen, S. Sridharan, C. Fookes, Computer Vision and Image Understanding , pp. Article number: 103085,2021.
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 , pp. Article number: 9309253 1973-1988,2021.
TMMF: Temporal Multi-modal Fusion for Single-Stage Continuous Gesture Recognition,H. Gammulle, S. Denman, S. Sridharan, C. Fookes, IEEE Transactions on Image Processing , pp. Article number: 9528969 7689-7701,2021.
End-To-End Domain Adaptive Attention Network for Cross-Domain Person Re-Identification,A. Khatun, S. Denman, S. Sridharan, C. Fookes, IEEE Transactions on Information Forensics and Security , pp. 3803-3813,2021.
Point Cloud Segmentation Using Sparse Temporal Local Attention,J. Knights, P. Moghadam, C. Fookes, S. Sridharan, Proceedings of the Australasian Conference on Robotics and Automation (ACRA 2021) , pp. 49-56,2021.
Reduction of Feature Contamination for Hyper Spectral Image Classification,S. Mahendren, T. Fernando, S. Sridharan, P. Moghadam, C. Fookes, J. Zhou, O. Salvado, F. Sohel, P. Borges, S. Wang, Proceedings of the 2021 International Conference on Digital Image Computing: Techniques and Applications , pp. 49-56,2021.
Locus: LiDAR-based Place Recognition using Spatiotemporal Higher-Order Pooling,K. Vidanapathirana, P. Moghadam, B. Harwood, M. Zhao, S. Sridharan, C. Fookes, Proceedings of the 2021 IEEE International Conference on Robotics and Automation (ICRA 2021) , pp. 5075-5081,2021.
Wild-Places: A Large-Scale Dataset for Lidar Place Recognition in Unstructured Natural Environments,J. Knights, K. Vidanapathirana, M. Ramezani, S. Sridharan, C. Fookes, P. Moghadam, Proceedings of the 2023 IEEE International Conference on Robotics and Automation (ICRA) , pp. 11322-11328,2023.
Aerial-Ground Person Re-ID,H. Nguyen, K. Nguyen, S. Sridharan, C. Fookes, Proceedings of the 2023 IEEE International Conference on Multimedia and Expo (ICME) , pp. 2585-2590,2023.
AG-ReID 2023: Aerial-Ground Person Re-identification Challenge Results,K. Nguyen, C. Fookes, S. Sridharan, F. Liu, X. Liu, A. Ross, D. Michalski, H. Nguyen, D. Deb, M. Kothari, M. Saini, D. Du, S. McCloskey, G. Bertocco, F. Andalo, T. Boult, A. Rocha, H. Zhu, Z. Zheng, R. Nevatia, Z. Randhawa, S. Sabri, G. Doretto, Proceedings of the 2023 IEEE International Joint Conference on Biometrics (IJCB) , 2023.
Dual Memory Fusion for Multimodal Speech Emotion Recognition,D. Priyasad, T. Fernando, S. Sridharan, S. Denman, C. Fookes, Proceedings of Interspeech 2023 , pp. 4543-4547,2023.
SESS: Saliency Enhancing with Scaling and Sliding,O. Tursun, S. Denman, S. Sridharan, C. Fookes, S. Avidan, G. Brostow, M. Cisse, G. Farinella, T. Hassner, Computer Vision – ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part XII , pp. 318-333,2022.
InCloud: Incremental Learning for Point Cloud Place Recognition,J. Knights, P. Moghadam, M. Ramezani, S. Sridharan, C. Fookes, Proceedings of the 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , pp. 8559-8566,2022.
Detecting Heart Failure Through Voice Analysis using Self-Supervised Mode-Based Memory Fusion,D. Priyasad, A. Partovi, S. Sridharan, M. Kashefpoor, T. Fernando, S. Denman, C. Fookes, J. Tang, D. Kaye, Proceedings of the 23rd INTERSPEECH Conference , pp. 2848-2852,2022.
LoGG3D-Net: Locally Guided Global Descriptor Learning for 3D Place Recognition,K. Vidanapathirana, M. Ramezani, P. Moghadam, S. Sridharan, C. Fookes, Proceedings of the 39th IEEE International Conference on Robotics and Automation (ICRA 2022) , pp. 2215-2221,2022.
Learning Regional Attention Over Multi-Resolution Deep Convolutional Features For Trademark Retrieval,O. Tursun, S. Denman, S. Sridharan, C. Fookes, Proceedings of the 2021 IEEE International Conference on Image Processing (ICIP) , pp. 2393-2397,2021.
Multi-slice net: A novel light weight framework for COVID-19 diagnosis,H. Gammulle, T. Fernando, S. Sridharan, S. Denman, C. Fookes, Proceedings of the 2021 IEEE International Conference on Autonomous Systems (ICAS) , 2021.
IGSSTRCF: Importance Guided Sparse Spatio-Temporal Regularized Correlation Filters For Tracking,M. Jain, A. Subramanyam, S. Denman, S. Sridharan, C. Fookes, Proceedings of the 2021 IEEE Winter Conference on Applications of Computer Vision (WACV) , pp. 2774-2783,2021.
Point Cloud Segmentation Using Sparse Temporal Local Attention,J. Knights, P. Moghadam, C. Fookes, S. Sridharan, Proceedings of the Australasian Conference on Robotics and Automation (ACRA 2021) , pp. 49-56,2021.
Reduction of Feature Contamination for Hyper Spectral Image Classification,S. Mahendren, T. Fernando, S. Sridharan, P. Moghadam, C. Fookes, J. Zhou, O. Salvado, F. Sohel, P. Borges, S. Wang, Proceedings of the 2021 International Conference on Digital Image Computing: Techniques and Applications , pp. 49-56,2021.
Locus: LiDAR-based Place Recognition using Spatiotemporal Higher-Order Pooling,K. Vidanapathirana, P. Moghadam, B. Harwood, M. Zhao, S. Sridharan, C. Fookes, Proceedings of the 2021 IEEE International Conference on Robotics and Automation (ICRA 2021) , pp. 5075-5081,2021.