Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Simon Denman

Multi-Slice Net: A novel light weight framework for COVID-19 Diagnosis


Aug 09, 2021
Harshala Gammulle, Tharindu Fernando, Sridha Sridharan, Simon Denman, Clinton Fookes

* IEEE International Conference on Autonomous Systems 2021 

  Access Paper or Ask Questions

A Survey on Graph-Based Deep Learning for Computational Histopathology


Jul 01, 2021
David Ahmedt-Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson


  Access Paper or Ask Questions

Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings


Jun 30, 2021
Tharindu Fernando, Sridha Sridharan, Simon Denman, Houman Ghaemmaghami, Clinton Fookes

* preprint submitted to JBHI 

  Access Paper or Ask Questions

Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future


May 27, 2021
David Ahmedt-Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson


  Access Paper or Ask Questions

Towards Interpretable Attention Networks for Cervical Cancer Analysis


May 27, 2021
Ruiqi Wang, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal


  Access Paper or Ask Questions

Video-Based Inpatient Fall Risk Assessment: A Case Study


May 27, 2021
Ziqing Wang, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal


  Access Paper or Ask Questions

Semantic Consistency and Identity Mapping Multi-Component Generative Adversarial Network for Person Re-Identification


Apr 28, 2021
Amena Khatun, Simon Denman, Sridha Sridharan, Clinton Fookes

* WACV, 2020 
* Accepted in WACV 2020 

  Access Paper or Ask Questions

Pose-driven Attention-guided Image Generation for Person Re-Identification


Apr 28, 2021
Amena Khatun, Simon Denman, Sridha Sridharan, Clinton Fookes

* Submitted to Pattern Recognition 

  Access Paper or Ask Questions

Learning Regional Attention over Multi-resolution Deep Convolutional Features for Trademark Retrieval


Apr 15, 2021
Osman Tursun, Simon Denman, Sridha Sridharan, Clinton Fookes


  Access Paper or Ask Questions

An Efficient Framework for Zero-Shot Sketch-Based Image Retrieval


Feb 08, 2021
Osman Tursun, Simon Denman, Sridha Sridharan, Ethan Goan, Clinton Fookes


  Access Paper or Ask Questions

Deep Learning for Medical Anomaly Detection -- A Survey


Dec 04, 2020
Tharindu Fernando, Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

* Preprint submitted to ACM Computing Surveys 

  Access Paper or Ask Questions

Sparse Convolutions on Continuous Domains for Point Cloud and Event Stream Networks


Dec 02, 2020
Dominic Jack, Frederic Maire, Simon Denman, Anders Eriksson

* ACCV2020 

  Access Paper or Ask Questions

Patient-independent Epileptic Seizure Prediction using Deep Learning Models


Nov 18, 2020
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes


  Access Paper or Ask Questions

Domain Generalization in Biosignal Classification


Nov 12, 2020
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Houman Ghaemmaghami, Sridha Sridharan, Clinton Fookes


  Access Paper or Ask Questions

Fast & Slow Learning: Incorporating Synthetic Gradients in Neural Memory Controllers


Nov 10, 2020
Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes


  Access Paper or Ask Questions

Multi-modal Fusion for Single-Stage Continuous Gesture Recognition


Nov 10, 2020
Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

* Submitted to IEEE Transactions on Image Processing 

  Access Paper or Ask Questions

Attention Driven Fusion for Multi-Modal Emotion Recognition


Oct 10, 2020
Darshana Priyasad, Tharindu Fernando, Simon Denman, Clinton Fookes, Sridha Sridharan

* An updated version of the ICASSP 2020 paper 

  Access Paper or Ask Questions

Memory Based Attentive Fusion


Jul 16, 2020
Darshana Priyasad, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes

* Pre-print submitted to Information Fusion 

  Access Paper or Ask Questions

Two-Stream Deep Feature Modelling for Automated Video Endoscopy Data Analysis


Jul 12, 2020
Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

* Accepted for Publication at MICCAI 2020 

  Access Paper or Ask Questions

Meta Transfer Learning for Emotion Recognition


Jun 23, 2020
Dung Nguyen, Sridha Sridharan, Duc Thanh Nguyen, Simon Denman, David Dean, Clinton Fookes

* Revision under Journal of Pattern Recognition 

  Access Paper or Ask Questions

Understanding the Importance of Heart Sound Segmentation for Heart Anomaly Detection


May 21, 2020
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Houman Ghaemmaghami, Clinton Fookes


  Access Paper or Ask Questions

End-to-End Domain Adaptive Attention Network for Cross-Domain Person Re-Identification


May 07, 2020
Amena Khatun, Simon Denman, Sridha Sridharan, Clinton Fookes

* submitted to IEEE Transactions on Information Forensics and Security 

  Access Paper or Ask Questions

Hierarchical Attention Network for Action Segmentation


May 07, 2020
Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

* Published in Pattern Recognition Letters 

  Access Paper or Ask Questions

Temporarily-Aware Context Modelling using Generative Adversarial Networks for Speech Activity Detection


Apr 02, 2020
Tharindu Fernando, Sridha Sridharan, Mitchell McLaren, Darshana Priyasad, Simon Denman, Clinton Fookes

* IEEE/ACM Transactions on Audio, Speech and Language Processing, 2020 

  Access Paper or Ask Questions

Heart Sound Segmentation using Bidirectional LSTMs with Attention


Apr 02, 2020
Tharindu Fernando, Houman Ghaemmaghami, Simon Denman, Sridha Sridharan, Nayyar Hussain, Clinton Fookes

* IEEE Journal of Biomedical and Health Informatics, 25 October 2019 

  Access Paper or Ask Questions

Joint Deep Cross-Domain Transfer Learning for Emotion Recognition


Mar 24, 2020
Dung Nguyen, Sridha Sridharan, Duc Thanh Nguyen, Simon Denman, Son N. Tran, Rui Zeng, Clinton Fookes


  Access Paper or Ask Questions

Enhancing Feature Invariance with Learned Image Transformations for Image Retrieval


Feb 05, 2020
Osman Tursun, Simon Denman, Sridha Sridharan, Clinton Fookes


  Access Paper or Ask Questions

Neural Memory Networks for Seizure Type Classification


Jan 30, 2020
David Ahmedt-Aristizabal, Tharindu Fernando, Simon Denman, Lars Petersson, Matthew J. Aburn, Clinton Fookes


  Access Paper or Ask Questions

MTRNet++: One-stage Mask-based Scene Text Eraser


Dec 16, 2019
Osman Tursun, Simon Denman, Rui Zeng, Sabesan Sivapalan, Sridha Sridharan, Clinton Fookes

* This paper is under CVIU review 

  Access Paper or Ask Questions