Simon Denman

Most-cited papers

Deep Learning for Medical Anomaly Detection – A Survey
Tharindu Fernando, Harshala Gammulle, Simon Denman, S. Sridharan +1 more
2020ACM Computing Surveys451 citations Open access
Semantic Scholar
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future
David Ahmedt-Aristizabal, M. Armin, Simon Denman, Clinton Fookes +1 more
2021Italian National Conference on Sensors284 citations Open access
Semantic Scholar
Deep Learning for Patient-Independent Epileptic Seizure Prediction Using Scalp EEG Signals
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, S. Sridharan +1 more
2021IEEE Sensors Journal171 citations Open access
Semantic Scholar
A Survey on Graph-Based Deep Learning for Computational Histopathology
David Ahmedt-Aristizabal, M. Armin, Simon Denman, Clinton Fookes +1 more
2021Comput. Medical Imaging Graph.160 citations Open access
Semantic Scholar
Geometric Deep Learning for Subject Independent Epileptic Seizure Prediction Using Scalp EEG Signals
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, S. Sridharan +1 more
2021IEEE journal of biomedical and health informatics107 citations Open access
Semantic Scholar
Predicting the Future: A Jointly Learnt Model for Action Anticipation
Harshala Gammulle, Simon Denman, S. Sridharan, Clinton Fookes
2019IEEE International Conference on Computer Vision97 citations
Semantic Scholar
Identification of Children at Risk of Schizophrenia via Deep Learning and EEG Responses
David Ahmedt-Aristizabal, Tharindu Fernando, Simon Denman, J. E. Robinson +4 more
2020IEEE journal of biomedical and health informatics89 citations Open access
Semantic Scholar
Attention Driven Fusion for Multi-Modal Emotion Recognition
Darshana Priyasad, Tharindu Fernando, Simon Denman, S. Sridharan +1 more
2020IEEE International Conference on Acoustics, Speech, and Signal Processing86 citations Open access
Semantic Scholar
A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, S. Sridharan +2 more
2020IEEE journal of biomedical and health informatics85 citations Open access
Semantic Scholar
Deep Inverse Reinforcement Learning for Behavior Prediction in Autonomous Driving: Accurate Forecasts of Vehicle Motion
Tharindu Fernando, Simon Denman, S. Sridharan, Clinton Fookes
2021IEEE Signal Processing Magazine79 citations Open access
Semantic Scholar
Neural Memory Networks for Seizure Type Classification
David Ahmedt-Aristizabal, Tharindu Fernando, Simon Denman, Lars Petersson +2 more
2019Annual International Conference of the IEEE Engineering in Medicine and Biology Society77 citations Open access
Semantic Scholar
Heart Sound Segmentation Using Bidirectional LSTMs With Attention
Tharindu Fernando, H. Ghaemmaghami, Simon Denman, S. Sridharan +2 more
2020IEEE journal of biomedical and health informatics76 citations Open access
Semantic Scholar
Vision-based activity recognition in children with autism-related behaviors
P. Wei, David Ahmedt-Aristizabal, Harshala Gammulle, Simon Denman +1 more
2022Heliyon69 citations Open access
Semantic Scholar
Pose-driven Attention-guided Image Generation for Person Re-Identification
Amena Khatun, Simon Denman, S. Sridharan, Clinton Fookes
2021Pattern Recognition62 citations Open access
Semantic Scholar
An Efficient Framework for Zero-Shot Sketch-Based Image Retrieval
Osman Tursun, Simon Denman, S. Sridharan, Ethan Goan +1 more
2021Pattern Recognition59 citations Open access
Semantic Scholar
MTRNet: A Generic Scene Text Eraser
Osman Tursun, Rui Zeng, Simon Denman, Sabesan Sivapalan +2 more
2019IEEE International Conference on Document Analysis and Recognition58 citations Open access
Semantic Scholar
Detecting changes in facial temperature induced by a sudden auditory stimulus based on deep learning-assisted face tracking
S. Sonkusare, David Ahmedt-Aristizabal, Matthew J. Aburn, V. T. Nguyen +6 more
2019Scientific Reports57 citations Open access
Semantic Scholar
Deep Learning Approaches for Seizure Video Analysis: A Review
David Ahmedt-Aristizabal, M. Armin, Zeeshan Hayder, Norberto Garcia-Cairasco +4 more
2023Epilepsy & Behavior56 citations
Semantic Scholar
Continuous Human Action Recognition for Human-machine Interaction: A Review
Harshala Gammulle, David Ahmedt-Aristizabal, Simon Denman, Lachlan Tychsen-Smith +2 more
2022ACM Computing Surveys56 citations Open access
Semantic Scholar
MTRNet++: One-stage Mask-based Scene Text Eraser
Osman Tursun, Simon Denman, Rui Zeng, Sabesan Sivapalan +2 more
2019Computer Vision and Image Understanding56 citations Open access
Semantic Scholar
Neural memory plasticity for medical anomaly detection
Tharindu Fernando, Simon Denman, David Ahmedt-Aristizabal, S. Sridharan +3 more
2020Neural Networks48 citations Open access
Semantic Scholar
TMMF: Temporal Multi-Modal Fusion for Single-Stage Continuous Gesture Recognition
Harshala Gammulle, Simon Denman, S. Sridharan, Clinton Fookes
2020IEEE Transactions on Image Processing46 citations Open access
Semantic Scholar
Affect recognition from scalp-EEG using channel-wise encoder networks coupled with geometric deep learning and multi-channel feature fusion
Darshana Priyasad, Tharindu Fernando, Simon Denman, S. Sridharan +1 more
2022Knowledge-Based Systems45 citations
Semantic Scholar
Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings
Tharindu Fernando, S. Sridharan, Simon Denman, H. Ghaemmaghami +1 more
2021IEEE journal of biomedical and health informatics44 citations Open access
Semantic Scholar
Memory Augmented Deep Generative Models for Forecasting the Next Shot Location in Tennis
Tharindu Fernando, Simon Denman, S. Sridharan, Clinton Fookes
2019IEEE Transactions on Knowledge and Data Engineering38 citations Open access
Semantic Scholar
Understanding Patients’ Behavior: Vision-Based Analysis of Seizure Disorders
David Ahmedt-Aristizabal, Simon Denman, Kien Nguyen, S. Sridharan +2 more
2019IEEE journal of biomedical and health informatics37 citations Open access
Semantic Scholar
Generalized Generative Deep Learning Models for Biosignal Synthesis and Modality Transfer
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, S. Sridharan +1 more
2022IEEE journal of biomedical and health informatics34 citations
Semantic Scholar
Evaluating new technology for biodiversity monitoring: Are drone surveys biased?
Evangeline Corcoran, Simon Denman, Grant Hamilton
2021Ecology and Evolution33 citations Open access
Semantic Scholar
Interpretable Seizure Classification Using Unprocessed EEG With Multi-Channel Attentive Feature Fusion
Darshana Priyasad, Tharindu Fernando, Simon Denman, S. Sridharan +1 more
2021IEEE Sensors Journal32 citations
Semantic Scholar
When you can't see the koalas for the trees: Using drones and machine learning in complex environments
Grant Hamilton, Evangeline Corcoran, Simon Denman, Molly Hennekam +1 more
202026 citations
Semantic Scholar
Multi-Task Learning For Radar Signal Characterisation
Zi Huang, Akila Pemasiri, Simon Denman, Clinton Fookes +1 more
20232023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)25 citations Open access
Semantic Scholar
Channel Graph Regularized Correlation Filters for Visual Object Tracking
Monika Jain, Arjun Tyagi, A. Subramanyam, Simon Denman +2 more
2021IEEE transactions on circuits and systems for video technology (Print)25 citations
Semantic Scholar
Neighbourhood Context Embeddings in Deep Inverse Reinforcement Learning for Predicting Pedestrian Motion Over Long Time Horizons
Tharindu Fernando, Simon Denman, S. Sridharan, Clinton Fookes
20192019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)25 citations Open access
Semantic Scholar
Memory based fusion for multi-modal deep learning
Darshana Priyasad, Tharindu Fernando, Simon Denman, S. Sridharan +1 more
2020Information Fusion24 citations Open access
Semantic Scholar
Domain Generalization in Biosignal Classification
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, H. Ghaemmaghami +2 more
2020IEEE Transactions on Biomedical Engineering24 citations Open access
Semantic Scholar
Fruit Detection in the Wild: The Impact of Varying Conditions and Cultivar
Michael Halstead, Simon Denman, Clinton Fookes, C. McCool
2020International Conference on Digital Image Computing: Techniques and Applications23 citations
Semantic Scholar
Meta-transfer learning for emotion recognition
Dung Nguyen, D. Nguyen, S. Sridharan, Simon Denman +3 more
2020Neural computing & applications (Print)23 citations Open access
Semantic Scholar
End-to-End Domain Adaptive Attention Network for Cross-Domain Person Re-Identification
Amena Khatun, Simon Denman, S. Sridharan, Clinton Fookes
2020IEEE Transactions on Information Forensics and Security22 citations Open access
Semantic Scholar
Privacy-Preserving In-Bed Pose Monitoring: A Fusion and Reconstruction Study
Thisun Dayarathna, Thamidu Muthukumarana, Yasiru Rathnayaka, Simon Denman +3 more
2022Expert systems with applications21 citations Open access
Semantic Scholar
Detection of Fake and Fraudulent Faces via Neural Memory Networks
Tharindu Fernando, Clinton Fookes, Simon Denman, S. Sridharan
2021IEEE Transactions on Information Forensics and Security21 citations Open access
Semantic Scholar
New technologies in the mix: Assessing N‐mixture models for abundance estimation using automated detection data from drone surveys
Evangeline Corcoran, Simon Denman, Grant Hamilton
2020Ecology and Evolution21 citations Open access
Semantic Scholar
Multi-stage stacked temporal convolution neural networks (MS-S-TCNs) for biosignal segmentation and anomaly localization
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, S. Sridharan +1 more
2023Pattern Recognition20 citations Open access
Semantic Scholar
Semantic Consistency and Identity Mapping Multi-Component Generative Adversarial Network for Person Re-Identification
Amena Khatun, Simon Denman, S. Sridharan, Clinton Fookes
2020IEEE Workshop/Winter Conference on Applications of Computer Vision20 citations Open access
Semantic Scholar
Automated Detection of Koalas with Deep Learning Ensembles
Megan Winsen, Simon Denman, Evangeline Corcoran, Grant Hamilton
2022Remote Sensing19 citations Open access
Semantic Scholar
Joint identification-verification for person re-identification: A four stream deep learning approach with improved quartet loss function
Amena Khatun, Simon Denman, S. Sridharan, Clinton Fookes
2020Computer Vision and Image Understanding19 citations Open access
Semantic Scholar
In-Bed Human Pose Estimation from Unseen and Privacy-Preserving Image Domains
Ting Cao, M. Armin, Simon Denman, Lars Petersson +1 more
2021IEEE International Symposium on Biomedical Imaging18 citations Open access
Semantic Scholar
Dual Memory Fusion for Multimodal Speech Emotion Recognition
Darshana Prisayad, Tharindu Fernando, S. Sridharan, Simon Denman +1 more
2023Interspeech16 citations
Semantic Scholar
A comparison of manual and automated detection of rusa deer (Rusa timorensis) from RPAS-derived thermal imagery
Ashlee Sudholz, Simon Denman, A. Pople, M. Brennan +2 more
2021Wildlife research (East Melbourne)16 citations
Semantic Scholar
Two-Stream Deep Feature Modelling for Automated Video Endoscopy Data Analysis
Harshala Gammulle, Simon Denman, S. Sridharan, Clinton Fookes
2020International Conference on Medical Image Computing and Computer-Assisted Intervention16 citations Open access
Semantic Scholar
Vision-Based Mouth Motion Analysis in Epilepsy: A 3D Perspective
David Ahmedt-Aristizabal, Kien Nguyen, Simon Denman, M. Sarfraz +3 more
2019Annual International Conference of the IEEE Engineering in Medicine and Biology Society16 citations Open access
Semantic Scholar