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 Clinton Fookes

Discriminative Domain-Invariant Adversarial Network for Deep Domain Generalization


Aug 20, 2021
Mohammad Mahfujur Rahman, Clinton Fookes, Sridha Sridharan

* This manuscript is submitted to Computer Vision and Image Understanding (CVIU) 

  Access Paper or Ask Questions

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

MongeNet: Efficient Sampler for Geometric Deep Learning


Apr 29, 2021
Léo Lebrat, Rodrigo Santa Cruz, Clinton Fookes, Olivier Salvado


  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

Preserving Semantic Consistency in Unsupervised Domain Adaptation Using Generative Adversarial Networks


Apr 28, 2021
Mohammad Mahfujur Rahman, Clinton Fookes, Sridha Sridharan

* Submitted to Pattern Recognition Letters 

  Access Paper or Ask Questions

Deep Domain Generalization with Feature-norm Network


Apr 28, 2021
Mohammad Mahfujur Rahman, Clinton Fookes, Sridha Sridharan

* 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

Im2Mesh GAN: Accurate 3D Hand Mesh Recovery from a Single RGB Image


Jan 27, 2021
Akila Pemasiri, Kien Nguyen Thanh, Sridha Sridharan, 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

Locus: LiDAR-based Place Recognition using Spatiotemporal Higher-Order Pooling


Nov 30, 2020
Kavisha Vidanapathirana, Peyman Moghadam, Ben Harwood, Muming Zhao, Sridha Sridharan, Clinton Fookes

* Under review 

  Access Paper or Ask Questions

Complex-valued Iris Recognition Network


Nov 23, 2020
Kien Nguyen, Clinton Fookes, Sridha Sridharan, Arun Ross


  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

DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction


Oct 22, 2020
Rodrigo Santa Cruz, Leo Lebrat, Pierrick Bourgeat, Clinton Fookes, Jurgen Fripp, Olivier Salvado

* Accepted in 2021 IEEE Winter Conference on Applications of Computer Vision (WACV) 

  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

Going deeper with brain morphometry using neural networks


Sep 07, 2020
Rodrigo Santa Cruz, Léo Lebrat, Pierrick Bourgeat, Vincent Doré, Jason Dowling, Jurgen Fripp, Clinton Fookes, Olivier Salvado


  Access Paper or Ask Questions

Elasticity Meets Continuous-Time: Map-Centric Dense 3D LiDAR SLAM


Aug 05, 2020
Chanoh Park, Peyman Moghadam, Jason Williams, Soohwan Kim, Sridha Sridharan, Clinton Fookes

* Submitted to IEEE Transactions on Robotics 

  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

Bayesian Neural Networks: An Introduction and Survey


Jun 22, 2020
Ethan Goan, Clinton Fookes

* Case Studies in Applied Bayesian Data Science: CIRM Jean-Morlet Chair, Fall 2018, 1, (2020) 45-87 
* 44 pages, 8 figures 

  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