Yulia Hicks

According to our database, Yulia Hicks authored at least 76 papers between 2000 and 2025.

Collaborative distances:

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

2025

Human intention recognition using context relationships in complex scenes.

Tong Tong, Rossitza Setchi, Yulia Hicks

Expert Syst. Appl., 2025

2024

Guest Editorial: Special Issue on the British Machine Vision Conference 2022.

Guang Yang, Angelica Aviles-Rivero, Yingying Fang, Zhenhua Feng, Gianluigi Ciocca, Yulia Hicks, Constantino Carlos Reyes-Aldasoro

Int. J. Comput. Vis., September, 2024

Indoor human activity recognition based on context relationships.

Tong Tong, Rossitza Setchi, Yulia Hicks

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

SpineSighter: An AI-Driven Approach for Automatic Classification of Spinal Function from Video.

Zebang Liu, Yulia Hicks, Liba Sheeran

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

Simulation-based dataset acquisition for robotic cardiac ultrasound examinations.

Shuping Kang, Thomas Daniels, Rossitza Setchi, Yulia Hicks

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

Lightweight and Efficient Attention-based CNN Models for In-field Strawberry Instance Segmentation.

Ziang Zhao, Yulia Hicks, Xianfang Sun, Benjamin McGuinness, Hin S. Lim

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2023

Peach ripeness classification based on a new one-stage instance segmentation model.

Ziang Zhao, Yulia Hicks, Xianfang Sun, Chaoxi Luo

Comput. Electron. Agric., November, 2023

2022

A Data-Driven Approach for Integrating Hedonic Quality and Pragmatic Quality in User Experience Modeling.

Yanzhang Tong, Yan Liang, Irena Spasic, Yulia Hicks, Huicong Hu, Ying Liu

J. Comput. Inf. Sci. Eng., 2022

Context change and triggers for human intention recognition.

Tong Tong, Rossitza Setchi, Yulia Hicks

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

XAI & I: Self-explanatory AI facilitating mutual understanding between AI and human experts.

Jacques A. Grange, Henrijs Princis, Theodor R. W. Kozlowski, Aissa Amadou-Dioffo, Jing Wu, Yulia A. Hicks, Mark K. Johansen

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Understanding Context of Use from Online Customer Reviews using BERT.

Yanzhang Tong, Yan Liang, Ying Liu, Irena Spasic, Yulia Hicks

Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

2021

Development of Recreation Game for Measurement of Eye Movement Using Tangram.

Rise Morimoto, Hiroharu Kawanaka, Yulia Hicks, Rossi Setchi

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

2020

Bimodal Automated Carotid Ultrasound Segmentation Using Geometrically Constrained Deep Neural Networks.

Carl Azzopardi, Kenneth P. Camilleri, Yulia A. Hicks

IEEE J. Biomed. Health Informatics, 2020

Explaining Motion Relevance for Activity Recognition in Video Deep Learning Models.

Liam Hiley, Alun D. Preece, Yulia Hicks, Supriyo Chakraborty, Prudhvi Gurram, Richard Tomsett

CoRR, 2020

A Study on Classification Using Machine Learning for Dementia Evaluation.

Kanta Umemura, Hiroharu Kawanaka, Yulia Hicks, Rossitza Setchi, Daisuke Takamatsu, Shinji Tsuruoka

Proceedings of the 2nd IEEE Global Conference on Life Sciences and Technologies, 2020

Significant Features of Hand Motion for Dementia Evaluation in the Simple Recreation Game.

Kanta Umemura, Hiroharu Kawanaka, Yulia Hicks, Rossi Setchi

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Automatic Low Back Pain Classification Using Inertial Measurement Units: A Preliminary Analysis.

Zoë Bacon, Yulia Hicks, Mohammad Al-Amri, Liba Sheeran

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

2019

Explainable Deep Learning for Video Recognition Tasks: A Framework & Recommendations.

Liam Hiley, Alun D. Preece, Yulia Hicks

CoRR, 2019

Discriminating Spatial and Temporal Relevance in Deep Taylor Decompositions for Explainable Activity Recognition.

Liam Hiley, Alun D. Preece, Yulia Hicks, A. David Marshall, Harrison Taylor

CoRR, 2019

A Pilot Study on Detecting Violence in Videos Fusing Proxy Models.

Marc Roig Vilamala, Liam Hiley, Yulia Hicks, Alun D. Preece, Federico Cerutti

Proceedings of the 22th International Conference on Information Fusion, 2019

2018

Error sensitivity analysis of Delta divergence - a novel measure for classifier incongruence detection.

Josef Kittler, Cemre Zor, Ioannis Kaloskampis, Yulia Hicks, Wenwu Wang

Pattern Recognit., 2018

A 3D morphometric perspective for facial gender analysis and classification using geodesic path curvature features.

Hawraa Abbas, Yulia Hicks, A. David Marshall, Alexei I. Zhurov, Stephen Richmond

Comput. Vis. Media, 2018

Intelligent Signal Processing Mechanisms for Nuanced Anomaly Detection in Action Audio-Visual Data Streams.

Josef Kittler, Ioannis Kaloskampis, Cemre Zor, Yang Xu, Yulia Hicks, Wenwu Wang

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Optimising Graphical Techniques Applied to Irreversible Tracers.

Yasser Alzamil, Yulia Hicks, Xin Yang, Christopher Marshall

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017

Semantic Reasoning in Cognitive Networks for Heterogeneous Wireless Mesh Systems.

Ahmed Al-Saadi, Rossitza Setchi, Yulia Hicks

IEEE Trans. Cogn. Commun. Netw., 2017

Clock Drawing Test Interpretation System.

Zainab Harbi, Yulia Hicks, Rossitza Setchi

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

Automatic Carotid ultrasound segmentation using deep Convolutional Neural Networks and phase congruency maps.

Carl Azzopardi, Yulia A. Hicks, Kenneth P. Camilleri

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016

Routing Protocol for Heterogeneous Wireless Mesh Networks.

Ahmed Al-Saadi, Rossitza Setchi, Yulia Hicks, Stuart M. Allen

IEEE Trans. Veh. Technol., 2016

Dementia Detection Using Weighted Direction Index Histograms and SVM for Clock Drawing Test.

Tomoaki Shigemori, Hiroharu Kawanaka, Yulia Hicks, Rossi Setchi, Haruhiko Takase, Shinji Tsuruoka

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

Clock Drawing Test Digit Recognition Using Static and Dynamic Features.

Zainab Harbi, Yulia Hicks, Rossitza Setchi

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

Automatic Detection and Quantification of Abdominal Aortic Calcification in Dual Energy X-ray Absorptiometry.

Karima Elmasri, Yulia Hicks, Xin Yang, Xianfang Sun, Rebecca Pettit, William Evans

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

Huntington's Disease Assessment Using Tri Axis Accelerometers.

Mohamed Bennasar, Yulia Hicks, Susanne Clinch, Philippa Jones, Anne Rosser, Monica Busse, Cathy Holt

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

Speech-Driven Facial Animation Using Manifold Relevance Determination.

Samia Dawood, Yulia Hicks, A. David Marshall

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015

Conceptual Framework for Evaluating Intuitive Interaction Based on Image Schemas.

Obokhai Kess Asikhia, Rossitza Setchi, Yulia Hicks, Andrew Walters

Interact. Comput., 2015

Feature selection using Joint Mutual Information Maximisation.

Mohamed Bennasar, Yulia Hicks, Rossitza Setchi

Expert Syst. Appl., 2015

New Method for Evaluation of Video Segmentation Quality.

Mahmud Abdulla Mohammad, Ioannis Kaloskampis, Yulia Hicks

Proceedings of the VISAPP 2015, 2015

Feature Extraction Method for Clock Drawing Test.

Tomoaki Shigemori, Zainab Harbi, Hiroharu Kawanaka, Yulia Hicks, Rossi Setchi, Haruhiko Takase, Shinji Tsuruoka

Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Ontology-based Framework for Risk Assessment in Road Scenes Using Videos.

Mahmud Abdulla Mohammad, Ioannis Kaloskampis, Yulia Hicks, Rossitza Setchi

Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Segmentation of Clock Drawings Based on Spatial and Temporal Features.

Zainab Harbi, Yulia Hicks, Rossitza Setchi, Antony Bayer

Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Cognitive Network Framework for Heterogeneous Wireless Networks.

Ahmed Al-Saadi, Rossitza Setchi, Yulia Hicks

Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Automatic Classification of Facial Morphology for Medical Applications.

Hawraa Abbas, Yulia Hicks, A. David Marshall

Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Evolving GMMs for road-type classification.

Mahmud Abdulla Mohammad, Ioannis Kaloskampis, Yulia Hicks

Proceedings of the IEEE International Conference on Industrial Technology, 2015

Carotid ultrasound segmentation using radio-frequency derived phase information and gabor filters.

Carl Azzopardi, Kenneth P. Camilleri, Yulia A. Hicks

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Joint EEG-fMRI model for EEG source separation.

Peng Sun, Yulia Hicks, Rossitza Setchi

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Cascade classification for diagnosing dementia.

Mohamed Bennasar, Rossitza Setchi, Yulia Hicks, Antony Bayer

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Multi-rate medium access protocol based on reinforcement learning.

Ahmed Al-Saadi, Rossitza Setchi, Yulia Hicks, Stuart M. Allen

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Estimating adaptive coefficients of evolving GMMs for online video segmentation.

Ioannis Kaloskampis, Yulia A. Hicks

Proceedings of the 6th International Symposium on Communications, 2014

2013

Feature Interaction Maximisation.

Mohamed Bennasar, Rossitza Setchi, Yulia Hicks

Pattern Recognit. Lett., 2013

Feature Selection based on Information Theory in the Clock Drawing Test.

Mohamed Bennasar, Rossitza Setchi, Antony Bayer, Yulia Hicks

Proceedings of the 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2013

Exploiting gastrointestinal anatomy for organ classification in capsule endoscopy using locality preserving projections.

Carl Azzopardi, Yulia A. Hicks, Kenneth P. Camilleri

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Unsupervised Discretization Method based on Adjustable Intervals.

Mohamed Bennasar, Rossitza Setchi, Yulia Hicks

Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Hybrid phoneme based clustering approach for audio driven facial animation.

Benjamin Havell, Paul L. Rosin, Saeid Sanei, Andrew J. Aubrey, A. David Marshall, Yulia Hicks

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Reinforcing conceptual engineering design with a hybrid computer vision, machine learning and knowledge based system framework.

Ioannis Kaloskampis, Yulia Hicks, A. David Marshall

Proceedings of the IEEE International Conference on Systems, 2011

Analysing Engineering Tasks Using a Hybrid Machine Vision and Knowledge Based System Application.

Ioannis Kaloskampis, Yulia Hicks, A. David Marshall

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2011), 2011

Automatic analysis of composite activities in video sequences using Key Action Discovery and hierarchical graphical models.

Ioannis Kaloskampis, Yulia Hicks, A. David Marshall

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Visual object classification by robots, using on-line, self-supervised learning.

Pejman Iravani, Peter Hall, Daniel Beale, Cyril Charron, Yulia Hicks

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010

An evolving MoG for online image sequence segmentation.

Cyril Charron, Yulia Hicks

Proceedings of the International Conference on Image Processing, 2010

Comparison of techniques for audio driven facial animation.

Benjamin Havell, A. David Marshall, Yulia Hicks, Paul L. Rosin, Saeid Sanei, Andrew J. Aubrey

Proceedings of the ACM / SSPNET 2nd International Symposium on Facial Analysis and Animation, 2010

2009

The use of noise information for detection of temporomandibular disorder.

Mansoureh Ghodsi, Hossein Hassani, Saeid Sanei, Yulia Hicks

Biomed. Signal Process. Control., 2009

Applying incremental learning to parallel image segmentation.

Cyril Charron, Yulia Hicks, Peter Hall

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Incremental Learning of Dynamical Models of Faces.

Cyril Charron, Yulia Hicks, Peter M. Hall, Darren Cosker

Proceedings of the British Machine Vision Conference, 2009

2008

Real-Time Generation of Interactive Virtual Human Behaviours.

Yue Zheng, Yulia Hicks, Dave Marshall, Darren Cosker

Proceedings of the Computer Vision and Computer Graphics. Theory and Applications, 2008

Generating Human Interactive Behaviours Using the Windowed Viterbi Algorithm.

Yue Zheng, Yulia Hicks, A. David Marshall, Darren Cosker

Proceedings of the GRAPP 2008, 2008

2007

Detection of Temporomandibular Disorder from Facial Pattern.

Mansoureh Ghodsi, Saeid Sanei, Yulia Hicks, Tracey Kah-Mein Lee, Stephen Dunne

Proceedings of the 15th International Conference on Digital Signal Processing, 2007

A Geometrically Constrained Multimodal Approach for Convolutive Blind Source Separation.

Saeid Sanei, Syed Mohsen Naqvi, Jonathon A. Chambers, Yulia Hicks

Proceedings of the IEEE International Conference on Acoustics, 2007

A facial pattern recognition approach for detection of temporomandibular disorder.

Mansoureh Ghodsi, Saeid Sanei, Yulia Hicks, Tracey Kah-Mein Lee, Stephen Dunne

Proceedings of the 15th European Signal Processing Conference, 2007

Two novel visual voice activity detectors based on appearance models and retinal filtering.

Andrew J. Aubrey, Bertrand Rivet, Yulia Hicks, Laurent Girin, Jonathon A. Chambers, Christian Jutten

Proceedings of the 15th European Signal Processing Conference, 2007

Development and comparison of two approaches for visual speech analysis with application to voice activity detection.

Bertrand Rivet, Andrew J. Aubrey, Laurent Girin, Yulia Hicks, Christian Jutten, Jonathon A. Chambers

Proceedings of the Auditory-Visual Speech Processing 2007, 2007

2006

A model of diatom shape and texture for analysis, synthesis and identification.

Yulia Hicks, A. David Marshall, Paul L. Rosin, Ralph R. Martin, David G. Mann, S. J. M. Droop

Mach. Vis. Appl., 2006

2005

Video assisted speech source separation.

Wenwu Wang, Darren Cosker, Yulia Hicks, Saeid Sanei, Jonathon A. Chambers

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Speech Driven Facial Animation using a Hidden Markov Coarticulation Model.

Darren Cosker, A. David Marshall, Paul L. Rosin, Yulia Hicks

Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003

A method to add Hidden Markov Models with application to learning articulated motion.

Yulia Hicks, Peter M. Hall, Dave Marshall

Proceedings of the British Machine Vision Conference, 2003

2002

Tracking people in three dimensions using a hierarchical model of dynamics.

I. A. Karaulova, Peter M. Hall, A. David Marshall

Image Vis. Comput., 2002

Automatic landmarking for building biological shape models.

Yulia Hicks, A. David Marshall, Ralph R. Martin, Paul L. Rosin, Micha Bayer, David G. Mann

Proceedings of the 2002 International Conference on Image Processing, 2002

Modelling life cycle related and individual shape variation in biological specimens.

Y. A. Hicks, A. David Marshall, Ralph R. Martin, Paul L. Rosin, M. M. Bayer, David G. Mann

Proceedings of the British Machine Vision Conference 2002, 2002

2000

A Hierarchical Model of Dynamics for Tracking People with a Single Video Camera.

I. A. Karaulova, Peter M. Hall, A. David Marshall

Proceedings of the British Machine Vision Conference 2000, 2000