Harshala Gammulle

37 papers A* 2A 3Journal 29Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bi Directional Feedback Fusion for Activity Aware Forecasting of Indoor CO2 and PM2.5. CoRR Harshala Gammulle, Lidia Morawska, Sridha Sridharan, Clinton Fookes
2026	J	`jnl`	Multimodal transformer-diffusion framework for large-scale reconstruction of soccer tracking data. Comput. Vis. Image Underst. Harry Hughes, Patrick Lucey, Michael Horton, Harshala Gammulle, Clinton Fookes, Sridha Sridharan
2025	J	`jnl`	ATD Learning: A secure, smart, and decentralised learning method for big data environments. Inf. Fusion Laith Alzubaidi, Sabah Abdulazeez Jebur, Tanya Abdulsattar Jaber, Mohanad A. Mohammed, Haider A. Alwzwazy, Ahmed Saihood, Harshala Gammulle, José Santamaría, Ye Duan, Clinton Fookes, Raja Jurdak, Yuantong Gu
2025	J	`jnl`	Dual-Stream Alignment for Action Segmentation. CoRR Harshala Gammulle, Clinton Fookes, Sridha Sridharan, Simon Denman
2025	A*	`conf`	Event2Tracking: Reconstructing Multi-Agent Soccer Trajectories Using Long-Term Multimodal Context. AAAI Harry Hughes, Michael Horton, Xinyu Wei, Harshala Gammulle, Clinton Fookes, Sridha Sridharan, Patrick Lucey
2025	J	`jnl`	Remembering What is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction. IEEE Trans. Pattern Anal. Mach. Intell. Tharindu Fernando, Harshala Gammulle, Sridha Sridharan, Simon Denman, Clinton Fookes
2025	J	`jnl`	Transforming volcanic monitoring: A dataset and benchmark for onboard volcano activity detection. CoRR Darshana Priyasad, Tharindu Fernando, Maryam Haghighat, Harshala Gammulle, Clinton Fookes
2024	J	`jnl`	Physics Augmented Tuple Transformer for Autism Severity Level Detection. CoRR Chinthaka Ranasingha, Harshala Gammulle, Tharindu Fernando, Sridha Sridharan, Clinton Fookes
2023	J	`jnl`	Continuous Human Action Recognition for Human-machine Interaction: A Review. ACM Comput. Surv. Harshala Gammulle, David Ahmedt-Aristizabal, Simon Denman, Lachlan Tychsen-Smith, Lars Petersson, Clinton Fookes
2023	J	`jnl`	Learning Through Guidance: Knowledge Distillation for Endoscopic Image Classification. CoRR Harshala Gammulle, Yubo Chen, Sridha Sridharan, Travis Klein, Clinton Fookes
2023	J	`jnl`	Remembering What Is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction. CoRR Tharindu Fernando, Harshala Gammulle, Sridha Sridharan, Simon Denman, Clinton Fookes
2023	J	`jnl`	Toward On-Board Panoptic Segmentation of Multispectral Satellite Images. IEEE Trans. Geosci. Remote. Sens. Tharindu Fernando, Clinton Fookes, Harshala Gammulle, Simon Denman, Sridha Sridharan
2022	J	`jnl`	Continuous Human Action Recognition for Human-Machine Interaction: A Review. CoRR Harshala Gammulle, David Ahmedt-Aristizabal, Simon Denman, Lachlan Tychsen-Smith, Lars Petersson, Clinton Fookes
2022	J	`jnl`	Deep Learning for Medical Anomaly Detection - A Survey. ACM Comput. Surv. Tharindu Fernando, Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2022	J	`jnl`	Towards On-Board Panoptic Segmentation of Multispectral Satellite Images. CoRR Tharindu Fernando, Clinton Fookes, Harshala Gammulle, Simon Denman, Sridha Sridharan
2022	J	`jnl`	Vision-Based Activity Recognition in Children with Autism-Related Behaviors. CoRR Pengbo Wei, David Ahmedt-Aristizabal, Harshala Gammulle, Simon Denman, Mohammad Ali Armin
2021	J	`jnl`	Multi-Slice Net: A novel light weight framework for COVID-19 Diagnosis. CoRR Harshala Gammulle, Tharindu Fernando, Sridha Sridharan, Simon Denman, Clinton Fookes
2021	J	`jnl`	TMMF: Temporal Multi-Modal Fusion for Single-Stage Continuous Gesture Recognition. IEEE Trans. Image Process. Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2020	J	`jnl`	Deep Learning for Medical Anomaly Detection - A Survey. CoRR Tharindu Fernando, Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2020	J	`jnl`	Fine-grained action segmentation using the semi-supervised action GAN. Pattern Recognit. Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2020	J	`jnl`	Hierarchical Attention Network for Action Segmentation. CoRR Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2020	J	`jnl`	Hierarchical Attention Network for Action Segmentation. Pattern Recognit. Lett. Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2020	J	`jnl`	Multi-modal Fusion for Single-Stage Continuous Gesture Recognition. CoRR Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2020	—	`conf`	Two-Stream Deep Feature Modelling for Automated Video Endoscopy Data Analysis. MICCAI (3) Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2020	J	`jnl`	Two-Stream Deep Feature Modelling for Automated Video Endoscopy Data Analysis. CoRR Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2019	A	`conf`	Coupled Generative Adversarial Network for Continuous Fine-Grained Action Segmentation. WACV Harshala Gammulle, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2019	J	`jnl`	Coupled Generative Adversarial Network for Continuous Fine-grained Action Segmentation. CoRR Harshala Gammulle, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2019	J	`jnl`	Fine-grained Action Segmentation using the Semi-Supervised Action GAN. CoRR Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2019	A	`conf`	Forecasting Future Action Sequences with Neural Memory Networks. BMVC Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2019	J	`jnl`	Forecasting Future Action Sequences with Neural Memory Networks. CoRR Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2019	A*	`conf`	Predicting the Future: A Jointly Learnt Model for Action Anticipation. ICCV Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2019	J	`jnl`	Predicting the Future: A Jointly Learnt Model for Action Anticipation. CoRR Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2018	J	`jnl`	Multi-Level Sequence GAN for Group Activity Recognition. CoRR Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2018	—	`conf`	Multi-level Sequence GAN for Group Activity Recognition. ACCV (1) Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2017	A	`conf`	Two Stream LSTM: A Deep Fusion Framework for Human Action Recognition. WACV Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2017	J	`jnl`	Two Stream LSTM: A Deep Fusion Framework for Human Action Recognition. CoRR Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2015	—	`conf`	Fuzzy logic based mobile robot target tracking in dynamic hostile environment. CIVEMSA Tharindu Fernando, Harshala Gammulle, Chamila Walgampaya