Harshala Gammulle

According to our database, Harshala Gammulle authored at least 20 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Physics Augmented Tuple Transformer for Autism Severity Level Detection.

Chinthaka Ranasingha, Harshala Gammulle, Tharindu Fernando, Sridha Sridharan, Clinton Fookes

CoRR, 2024

2023

Toward On-Board Panoptic Segmentation of Multispectral Satellite Images.

Tharindu Fernando, Clinton Fookes, Harshala Gammulle, Simon Denman, Sridha Sridharan

IEEE Trans. Geosci. Remote. Sens., 2023

Continuous Human Action Recognition for Human-machine Interaction: A Review.

Harshala Gammulle, David Ahmedt-Aristizabal, Simon Denman, Lachlan Tychsen-Smith, Lars Petersson, Clinton Fookes

ACM Comput. Surv., 2023

Learning Through Guidance: Knowledge Distillation for Endoscopic Image Classification.

Harshala Gammulle, Yubo Chen, Sridha Sridharan, Travis Klein, Clinton Fookes

CoRR, 2023

Remembering What Is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction.

Tharindu Fernando, Harshala Gammulle, Sridha Sridharan, Simon Denman, Clinton Fookes

CoRR, 2023

2022

Deep Learning for Medical Anomaly Detection - A Survey.

Tharindu Fernando, Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

ACM Comput. Surv., 2022

Vision-Based Activity Recognition in Children with Autism-Related Behaviors.

Pengbo Wei, David Ahmedt-Aristizabal, Harshala Gammulle, Simon Denman, Mohammad Ali Armin

CoRR, 2022

Towards On-Board Panoptic Segmentation of Multispectral Satellite Images.

Tharindu Fernando, Clinton Fookes, Harshala Gammulle, Simon Denman, Sridha Sridharan

CoRR, 2022

2021

TMMF: Temporal Multi-Modal Fusion for Single-Stage Continuous Gesture Recognition.

Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

IEEE Trans. Image Process., 2021

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

Harshala Gammulle, Tharindu Fernando, Sridha Sridharan, Simon Denman, Clinton Fookes

CoRR, 2021

2020

Hierarchical Attention Network for Action Segmentation.

Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

Pattern Recognit. Lett., 2020

Fine-grained action segmentation using the semi-supervised action GAN.

Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

Pattern Recognit., 2020

Multi-modal Fusion for Single-Stage Continuous Gesture Recognition.

Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

CoRR, 2020

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

Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Coupled Generative Adversarial Network for Continuous Fine-Grained Action Segmentation.

Harshala Gammulle, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Predicting the Future: A Jointly Learnt Model for Action Anticipation.

Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Forecasting Future Action Sequences with Neural Memory Networks.

Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Multi-level Sequence GAN for Group Activity Recognition.

Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Two Stream LSTM: A Deep Fusion Framework for Human Action Recognition.

Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

2015

Fuzzy logic based mobile robot target tracking in dynamic hostile environment.

Tharindu Fernando, Harshala Gammulle, Chamila Walgampaya

Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2015