Simon Denman

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 164

Top Venues

CoRR

DICTA

WACV

IEEE J. Biomed. Health Informatics

Publications

Osman Tursun, Sinan Kalkan, Simon Denman, Sridha Sridharan, Clinton Fookes
Part-based Quantitative Analysis for Heatmaps. CoRR (2024)
Zi Huang, Akila Pemasiri, Simon Denman, Clinton Fookes, Terrence Martin
Multi-Stage Learning for Radar Pulse Activity Segmentation. ICASSP (2024)
Dung Nguyen, Duc Thanh Nguyen, Sridha Sridharan, Mohamed Abdelrazek, Simon Denman, Son N. Tran, Rui Zeng, Clinton Fookes
Deep cross-domain transfer for emotion recognition via joint learning. Multim. Tools Appl. 83 (8) (2024)
Tharindu Fernando, Clinton Fookes, Harshala Gammulle, Simon Denman, Sridha Sridharan
Toward On-Board Panoptic Segmentation of Multispectral Satellite Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Darshana Prisayad, Tharindu Fernando, Sridha Sridharan, Simon Denman, Clinton Fookes
Dual Memory Fusion for Multimodal Speech Emotion Recognition. INTERSPEECH (2023)
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
Generalized Generative Deep Learning Models for Biosignal Synthesis and Modality Transfer. IEEE J. Biomed. Health Informatics 27 (2) (2023)
Dung Nguyen, Duc Thanh Nguyen, Sridha Sridharan, Simon Denman, Thanh Nguyen, David Dean, Clinton Fookes
Meta-transfer learning for emotion recognition. Neural Comput. Appl. 35 (14) (2023)
Zi Huang, Akila Pemasiri, Simon Denman, Clinton Fookes, Terrence Martin
Multi-task Learning for Radar Signal Characterisation. CoRR (2023)
David Ahmedt-Aristizabal, Mohammad Ali Armin, Zeeshan Hayder, Norberto Garcia-Cairasco, Lars Petersson, Clinton Fookes, Simon Denman, Aileen McGonigal
Deep Learning Approaches for Seizure Video Analysis: A Review. CoRR (2023)
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
Multi-stage stacked temporal convolution neural networks (MS-S-TCNs) for biosignal segmentation and anomaly localization. Pattern Recognit. 139 (2023)
Yadan Li, Mohammad Ali Armin, Simon Denman, David Ahmedt-Aristizabal
Automated Coronary Arteries Labeling Via Geometric Deep Learning. ISBI (2023)
Zi Huang, Akila Pemasiri, Simon Denman, Clinton Fookes, Terrence Martin
Multi-Task Learning For Radar Signal Characterisation. ICASSP Workshops (2023)
Harshala Gammulle, David Ahmedt-Aristizabal, Simon Denman, Lachlan Tychsen-Smith, Lars Petersson, Clinton Fookes
Continuous Human Action Recognition for Human-machine Interaction: A Review. ACM Comput. Surv. 55 (13s) (2023)
Tharindu Fernando, Harshala Gammulle, Sridha Sridharan, Simon Denman, Clinton Fookes
Remembering What Is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction. CoRR (2023)
Zi Huang, Akila Pemasiri, Simon Denman, Clinton Fookes, Terrence Martin
Multi-stage Learning for Radar Pulse Activity Segmentation. CoRR (2023)
Amena Khatun, Simon Denman, Sridha Sridharan, Clinton Fookes
Pose-driven attention-guided image generation for person re-Identification. Pattern Recognit. 137 (2023)
Osman Tursun, Simon Denman, Sridha Sridharan, Clinton Fookes
Towards Self-Explainability of Deep Neural Networks with Heatmap Captioning and Large-Language Models. CoRR (2023)
Thisun Dayarathna, Thamidu Muthukumarana, Yasiru Rathnayaka, Simon Denman, Chathura de Silva, Akila Pemasiri, David Ahmedt-Aristizabal
Privacy-Preserving in-bed pose monitoring: A fusion and reconstruction study. Expert Syst. Appl. 213 (Part) (2023)
Osman Tursun, Simon Denman, Sridha Sridharan, Ethan Goan, Clinton Fookes
An efficient framework for zero-shot sketch-based image retrieval. Pattern Recognit. 126 (2022)
Tharindu Fernando, Sridha Sridharan, Simon Denman, Houman Ghaemmaghami, Clinton Fookes
Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Harshala Gammulle, David Ahmedt-Aristizabal, Simon Denman, Lachlan Tychsen-Smith, Lars Petersson, Clinton Fookes
Continuous Human Action Recognition for Human-Machine Interaction: A Review. CoRR (2022)
Pengbo Wei, David Ahmedt-Aristizabal, Harshala Gammulle, Simon Denman, Mohammad Ali Armin
Vision-Based Activity Recognition in Children with Autism-Related Behaviors. CoRR (2022)
Thisun Dayarathna, Thamidu Muthukumarana, Yasiru Rathnayaka, Simon Denman, Chathura de Silva, Akila Pemasiri, David Ahmedt-Aristizabal
Privacy-Preserving In-Bed Pose Monitoring: A Fusion and Reconstruction Study. CoRR (2022)
Tharindu Fernando, Clinton Fookes, Harshala Gammulle, Simon Denman, Sridha Sridharan
Towards On-Board Panoptic Segmentation of Multispectral Satellite Images. CoRR (2022)
Philip Hawkins, Frédéric Maire, Simon Denman, Mahsa Baktashmotlagh
Modular Construction Planning Using Graph Neural Network Heuristic Search. AI (2022)
Osman Tursun, Simon Denman, Sabesan Sivapalan, Sridha Sridharan, Clinton Fookes, Sandra Mau
Component-Based Attention for Large-Scale Trademark Retrieval. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Osman Tursun, Simon Denman, Sridha Sridharan, Clinton Fookes
SESS: Saliency Enhancing with Scaling and Sliding. CoRR (2022)
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
Geometric Deep Learning for Subject Independent Epileptic Seizure Prediction Using Scalp EEG Signals. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Osman Tursun, Simon Denman, Sridha Sridharan, Clinton Fookes
Learning test-time augmentation for content-based image retrieval. Comput. Vis. Image Underst. 222 (2022)
Osman Tursun, Simon Denman, Sridha Sridharan, Clinton Fookes
SESS: Saliency Enhancing with Scaling and Sliding. ECCV (12) (2022)
Ting Cao, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal
In-Bed Human Pose Estimation from Unseen and Privacy-Preserving Image Domains. ISBI (2022)
Darshana Priyasad, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
Affect recognition from scalp-EEG using channel-wise encoder networks coupled with geometric deep learning and multi-channel feature fusion. Knowl. Based Syst. 250 (2022)
Darshana Priyasad, Andi Partovi, Sridha Sridharan, Maryam Kashefpoor, Tharindu Fernando, Simon Denman, Clinton Fookes, Jia Tang, David Kaye
Detecting Heart Failure Through Voice Analysis using Self-Supervised Mode-Based Memory Fusion. INTERSPEECH (2022)
Yadan Li, Mohammad Ali Armin, Simon Denman, David Ahmedt-Aristizabal
Automated Coronary Arteries Labeling Via Geometric Deep Learning. CoRR (2022)
David Ahmedt-Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson
A survey on graph-based deep learning for computational histopathology. Comput. Medical Imaging Graph. 95 (2022)
Tharindu Fernando, Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
Deep Learning for Medical Anomaly Detection - A Survey. ACM Comput. Surv. 54 (7) (2022)
Tharindu Fernando, Sridha Sridharan, Simon Denman, Clinton Fookes
Split 'n' merge net: A dynamic masking network for multi-task attention. Pattern Recognit. 126 (2022)
Megan Winsen, Simon Denman, Evangeline Corcoran, Grant Hamilton
Automated Detection of Koalas with Deep Learning Ensembles. Remote. Sens. 14 (10) (2022)
Monika Jain, Arjun Tyagi, A. Venkata Subramanyam, Simon Denman, Sridha Sridharan, Clinton Fookes
Channel Graph Regularized Correlation Filters for Visual Object Tracking. IEEE Trans. Circuits Syst. Video Technol. 32 (2) (2022)
David Ahmedt-Aristizabal, Tharindu Fernando, Simon Denman, Jonathan Edward Robinson, Sridha Sridharan, Patrick J. Johnston, Kristin R. Laurens, Clinton Fookes
Identification of Children at Risk of Schizophrenia via Deep Learning and EEG Responses. IEEE J. Biomed. Health Informatics 25 (1) (2021)
Amena Khatun, Simon Denman, Sridha Sridharan, Clinton Fookes
Pose-driven Attention-guided Image Generation for Person Re-Identification. CoRR (2021)
Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
Deep Inverse Reinforcement Learning for Behavior Prediction in Autonomous Driving: Accurate Forecasts of Vehicle Motion. IEEE Signal Process. Mag. 38 (1) (2021)
Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
TMMF: Temporal Multi-Modal Fusion for Single-Stage Continuous Gesture Recognition. IEEE Trans. Image Process. 30 (2021)
David Ahmedt-Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future. CoRR (2021)
Ruiqi Wang, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal
Towards Interpretable Attention Networks for Cervical Cancer Analysis. CoRR (2021)
Amena Khatun, Simon Denman, Sridha Sridharan, Clinton Fookes
End-to-End Domain Adaptive Attention Network for Cross-Domain Person Re-Identification. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Ziqing Wang, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal
Video-Based Inpatient Fall Risk Assessment: A Case Study. CoRR (2021)
David Ahmedt-Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson
A Survey on Graph-Based Deep Learning for Computational Histopathology. CoRR (2021)
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Houman Ghaemmaghami, Clinton Fookes
A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation. IEEE J. Biomed. Health Informatics 25 (6) (2021)
Tharindu Fernando, Clinton Fookes, Simon Denman, Sridha Sridharan
Detection of Fake and Fraudulent Faces via Neural Memory Networks. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Ruiqi Wang, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal
Towards Interpretable Attention Networks for Cervical Cancer Analysis. EMBC (2021)
Tharindu Fernando, Sridha Sridharan, Simon Denman, Houman Ghaemmaghami, Clinton Fookes
Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings. CoRR (2021)
David Ahmedt-Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future. Sensors 21 (14) (2021)
Osman Tursun, Simon Denman, Sridha Sridharan, Clinton Fookes
Learning Regional Attention over Multi-resolution Deep Convolutional Features for Trademark Retrieval. CoRR (2021)
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Houman Ghaemmaghami, Sridha Sridharan, Clinton Fookes
Domain Generalization in Biosignal Classification. IEEE Trans. Biomed. Eng. 68 (6) (2021)
Ziqing Wang, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal
Video-Based Inpatient Fall Risk Assessment: A Case Study. EMBC (2021)
Osman Tursun, Simon Denman, Sridha Sridharan, Ethan Goan, Clinton Fookes
An Efficient Framework for Zero-Shot Sketch-Based Image Retrieval. CoRR (2021)
Darshana Priyasad, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
Memory based fusion for multi-modal deep learning. Inf. Fusion 67 (2021)
Harshala Gammulle, Tharindu Fernando, Sridha Sridharan, Simon Denman, Clinton Fookes
Multi-Slice Net: A novel light weight framework for COVID-19 Diagnosis. CoRR (2021)
Ting Cao, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal
In-Bed Human Pose Estimation from Unseen and Privacy-Preserving Image Domains. CoRR (2021)
Amena Khatun, Simon Denman, Sridha Sridharan, Clinton Fookes
Semantic Consistency and Identity Mapping Multi-Component Generative Adversarial Network for Person Re-Identification. CoRR (2021)
Monika Jain, A. Venkata Subramanyam, Simon Denman, Sridha Sridharan, Clinton Fookes
IGSSTRCF: Importance Guided Sparse Spatio-Temporal Regularized Correlation Filters For Tracking. WACV (2021)
Osman Tursun, Simon Denman, Sridha Sridharan, Clinton Fookes
Learning Regional Attention Over Multi-Resolution Deep Convolutional Features For Trademark Retrieval. ICIP (2021)
Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
Hierarchical Attention Network for Action Segmentation. CoRR (2020)
Darshana Priyasad, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
Attention Driven Fusion for Multi-Modal Emotion Recognition. ICASSP (2020)
Amena Khatun, Simon Denman, Sridha Sridharan, Clinton Fookes
Semantic Consistency and Identity Mapping Multi-Component Generative Adversarial Network for Person Re-Identification. WACV (2020)
Joseph West, Frédéric Maire, Cameron Browne, Simon Denman
Improved reinforcement learning with curriculum. Expert Syst. Appl. 158 (2020)
David Ahmedt-Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson
Attention Networks for Multi-Task Signal Analysis. EMBC (2020)
Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
Fine-grained action segmentation using the semi-supervised action GAN. Pattern Recognit. 98 (2020)
Osman Tursun, Simon Denman, Rui Zeng, Sabesan Sivapalan, Sridha Sridharan, Clinton Fookes
MTRNet++: One-stage mask-based scene text eraser. Comput. Vis. Image Underst. 201 (2020)
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Houman Ghaemmaghami, Sridha Sridharan, Clinton Fookes
Domain Generalization in Biosignal Classification. CoRR (2020)
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
Patient-independent Epileptic Seizure Prediction using Deep Learning Models. CoRR (2020)
Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
Multi-modal Fusion for Single-Stage Continuous Gesture Recognition. CoRR (2020)
Tharindu Fernando, Sridha Sridharan, Mitchell McLaren, Darshana Priyasad, Simon Denman, Clinton Fookes
Temporarily-Aware Context Modelling using Generative Adversarial Networks for Speech Activity Detection. CoRR (2020)
Darshana Priyasad, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
Memory Based Attentive Fusion. CoRR (2020)
Darshana Priyasad, Tharindu Fernando, Simon Denman, Clinton Fookes, Sridha Sridharan
Attention Driven Fusion for Multi-Modal Emotion Recognition. CoRR (2020)
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Houman Ghaemmaghami, Clinton Fookes
Understanding the Importance of Heart Sound Segmentation for Heart Anomaly Detection. CoRR (2020)
Dung Nguyen, Sridha Sridharan, Duc Thanh Nguyen, Simon Denman, David Dean, Clinton Fookes
Meta Transfer Learning for Emotion Recognition. CoRR (2020)
Tharindu Fernando, Sridha Sridharan, Mitchell McLaren, Darshana Priyasad, Simon Denman, Clinton Fookes
Temporarily-Aware Context Modeling Using Generative Adversarial Networks for Speech Activity Detection. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Amena Khatun, Simon Denman, Sridha Sridharan, Clinton Fookes
Joint identification-verification for person re-identification: A four stream deep learning approach with improved quartet loss function. Comput. Vis. Image Underst. (2020)
Tharindu Fernando, Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
Deep Learning for Medical Anomaly Detection - A Survey. CoRR (2020)
Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
Two-Stream Deep Feature Modelling for Automated Video Endoscopy Data Analysis. MICCAI (3) (2020)
Tharindu Fernando, Simon Denman, David Ahmedt-Aristizabal, Sridha Sridharan, Kristin R. Laurens, Patrick J. Johnston, Clinton Fookes
Neural memory plasticity for medical anomaly detection. Neural Networks 127 (2020)
Tharindu Fernando, Houman Ghaemmaghami, Simon Denman, Sridha Sridharan, Nayyar Hussain, Clinton Fookes
Heart Sound Segmentation using Bidirectional LSTMs with Attention. CoRR (2020)
Dung Nguyen, Sridha Sridharan, Duc Thanh Nguyen, Simon Denman, Son N. Tran, Rui Zeng, Clinton Fookes
Joint Deep Cross-Domain Transfer Learning for Emotion Recognition. CoRR (2020)
Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
Fast & Slow Learning: Incorporating Synthetic Gradients in Neural Memory Controllers. CoRR (2020)
Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
Memory Augmented Deep Generative Models for Forecasting the Next Shot Location in Tennis. IEEE Trans. Knowl. Data Eng. 32 (9) (2020)
Osman Tursun, Simon Denman, Sridha Sridharan, Clinton Fookes
Enhancing Feature Invariance with Learned Image Transformations for Image Retrieval. CoRR (2020)
Dominic Jack, Frédéric Maire, Simon Denman, Anders P. Eriksson
Sparse Convolutions on Continuous Domains for Point Cloud and Event Stream Networks. CoRR (2020)
Michael Halstead, Simon Denman, Clinton Fookes, Chris McCool
Fruit Detection in the Wild: The Impact of Varying Conditions and Cultivar. DICTA (2020)
Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
Hierarchical Attention Network for Action Segmentation. Pattern Recognit. Lett. 131 (2020)
Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
Two-Stream Deep Feature Modelling for Automated Video Endoscopy Data Analysis. CoRR (2020)
Amena Khatun, Simon Denman, Sridha Sridharan, Clinton Fookes
End-to-End Domain Adaptive Attention Network for Cross-Domain Person Re-Identification. CoRR (2020)
Tharindu Fernando, Houman Ghaemmaghami, Simon Denman, Sridha Sridharan, Nayyar Hussain, Clinton Fookes
Heart Sound Segmentation Using Bidirectional LSTMs With Attention. IEEE J. Biomed. Health Informatics 24 (6) (2020)
Rui Zeng, Zongyuan Ge, Simon Denman, Sridha Sridharan, Clinton Fookes
Geometry-Constrained Car Recognition Using a 3D Perspective Network. AAAI (2020)
David Ahmedt-Aristizabal, Tharindu Fernando, Simon Denman, Lars Petersson, Matthew J. Aburn, Clinton Fookes
Neural Memory Networks for Seizure Type Classification. EMBC (2020)
Monika Jain, A. Venkata Subramanyam, Simon Denman, Sridha Sridharan, Clinton Fookes
LSTM guided ensemble correlation filter tracking with appearance model pool. Comput. Vis. Image Underst. 195 (2020)
Dominic Jack, Frédéric Maire, Simon Denman, Anders P. Eriksson
Sparse Convolutions on Continuous Domains for Point Cloud and Event Stream Networks. ACCV (1) (2020)
Harshala Gammulle, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
Coupled Generative Adversarial Network for Continuous Fine-grained Action Segmentation. CoRR (2019)
Osman Tursun, Rui Zeng, Simon Denman, Sabesan Sivipalan, Sridha Sridharan, Clinton Fookes
MTRNet: A Generic Scene Text Eraser. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Simon Denman