Hybrid architecture for understanding motion sequences. - Alexandra Psarrou; Hilary Buxton (Neurocomputing, 1993)

Modelling spatio-temporal trajectories and face signatures on partially recurrent neural networks. - Alexandra Psarrou; Shaogang Gong; Hilary Buxton (ICNN, 1995)

Using RBF Networks to Map GWT Ridge Images to Pose. - Alexandra Psarrou; Jonathan Turner (ACCV (1), 1998)

A Multi-View Nonlinear Active Shape Model Using Kernel PCA. - Sami Romdhani; Shaogang Gong; Alexandra Psarrou (BMVC, 1999)

Learning Prior and Observation Augmented Density Models for Behaviour Recognition. - Michael Walter 004; Alexandra Psarrou; Shaogang Gong (BMVC, 1999)

Recognition of Temporal Structures: Learning Prior and Propagating Observation Augmented Densities via Hidden Markov States. - Shaogang Gong; Michael Walter 004; Alexandra Psarrou (ICCV, 1999)

A Dynamic JAVA-Based Intelligent Interface for Online Image Database Searches. - Vassilis Konstantinou; Alexandra Psarrou (VISUAL, 1999)

Dynamic Vision - From Images to Face Recognition. - Shaogang Gong; Stephen J. McKenna; Alexandra Psarrou (Imperial College Press, 2000)

On Utilising Template and Feature-Based Correspondence in Multi-view Appearance Models. - Sami Romdhani; Alexandra Psarrou; Shaogang Gong (ECCV (1), 2000)

An Incremental Approach towards Automatic Model Acquisition for Human Gesture Recognition. - Michael Walter 004; Alexandra Psarrou; Shaogang Gong (Workshop on Human Motion, 2000)

A Generic Face Appearance Model of Shape and Texture under Very Large Pose Variations from Profile to Profile Views. - Sami Romdhani; Alexandra Psarrou; Shaogang Gong (ICPR, 2000)

Computational Analysis for Conservation of Works of Art. - Vasiliki Kokla; Alexandra Psarrou; Athina Alexopoulou; Vassilis Konstantinou (MVA, 2000)

Data Driven Model Acquisition using Minimum Description Length. - Michael Walter 004; Alexandra Psarrou; Shaogang Gong (BMVC, 2001)

An Extensible Movie System Interface for Information-Rich Television. - Anastassia Angelopoulou; Alexandra Psarrou; Dimitris Parapadakis (International Conference on Internet Computing (1), 2001)

Corresponding dynamic appearances. - Shaogang Gong; Alexandra Psarrou; Sami Romdhani (Image Vis. Comput., 2002)

Recognition of human gestures and behaviour based on motion trajectories. - Alexandra Psarrou; Shaogang Gong; Michael Walter 004 (Image Vis. Comput., 2002)

Key-frame extraction algorithm using entropy difference. - Markos Mentzelopoulos; Alexandra Psarrou (Multimedia Information Retrieval, 2004)

Automatic Landmarking of 2D Medical Shapes Using the Growing Neural Gas Network. - Anastassia Angelopoulou; Alexandra Psarrou; José García Rodríguez 001; Kenneth Revett (CVBIA, 2005)

Automatic landmark extraction using Growing Neural Gas (GNG). - Anastassia Angelopoulou; José García Rodríguez 001; Alexandra Psarrou (MVA, 2005)

Automatically Building 2D Statistical Shapes Using the Topology Preservation Model GNG. - José García Rodríguez 001; Anastassia Angelopoulou; Alexandra Psarrou; Kenneth Revett (ACCV (1), 2006)

Ink recognition based on statistical classification methods. - Vasiliki Kokla; Alexandra Psarrou; Vassilis Konstantinou (DIAL, 2006)

Learning 2D Hand Shapes Using the Topology Preservation Model GNG. - Anastassia Angelopoulou; José García Rodríguez 001; Alexandra Psarrou (ECCV (1), 2006)

Probability analysis in art conservation. - Vasiliki Kokla; Alexandra Psarrou; Vassilis Konstantinou (VISAPP (1), 2006)

Growing Neural Gas (GNG): A Soft Competitive Learning Method for 2D Hand Modelling. - José García Rodríguez 001; Anastassia Angelopoulou; Alexandra Psarrou (IEICE Trans. Inf. Syst., 2006)

Robust Modelling and Tracking of NonRigid Objects Using Active-GNG. - Anastassia Angelopoulou; Alexandra Psarrou; Gaurav Gupta 001; José García Rodríguez 001 (ICCV, 2007)

Nonparametric Modelling and Tracking with Active -GNG. - Anastassia Angelopoulou; Alexandra Psarrou; Gaurav Gupta 001; José García Rodríguez 001 (ICCV-HCI, 2007)

Ink Discrimination Based on Co-occurrence Analysis of Visible and Infrared Images. - Vasiliki Kokla; Alexandra Psarrou; Vassilis Konstantinou (ICDAR, 2007)

Active-GNG: model acquisition and tracking in cluttered backgrounds. - Anastassia Angelopoulou; Alexandra Psarrou; José García Rodríguez 001; Gaurav Gupta 001 (VNBA, 2008)

Unsupervised ink type recognition in ancient manuscripts. - Aaron Licata; Alexandra Psarrou; Vassiliki Kokla (ICCV Workshops, 2009)

Revealing the Visually Unknown in Ancient Manuscripts with a Similarity Measure for IR-Imaged Inks. - Aaron Licata; Alexandra Psarrou; Vasiliki Kokla (ICDAR, 2009)

An ink texture descriptor for NIR-imaged medieval documents. - Aaron Licata; Alexandra Psarrou; Vasiliki Kokla (ICIP, 2009)

Generic colour image segmentation via multi-stage region merging. - Gaurav Gupta 001; Alexandra Psarrou; Anastassia Angelopoulou (WIAMIS, 2009)

Tracking gestures using a probabilistic Self-Organising network. - Anastassia Angelopoulou; Alexandra Psarrou; José García Rodríguez 001; Gaurav Gupta 001 (IJCNN, 2010)

Hand gesture modelling and tracking using a Self-Organising Network. - Anastassia Angelopoulou; José García Rodríguez 001; Alexandra Psarrou; Gaurav Gupta 001 (IJCNN, 2010)

GNG based surveillance system. - José García Rodríguez 001; Anastassia Angelopoulou; Juan Manuel García Chamizo; Alexandra Psarrou (IJCNN, 2010)

Fast Autonomous Growing Neural Gas. - José García Rodríguez 001; Anastassia Angelopoulou; Juan Manuel García Chamizo; Alexandra Psarrou; Sergio Orts; Vicente Morell (IJCNN, 2011)

A Growing Neural Gas Algorithm with Applications in Hand Modelling and Tracking. - Anastassia Angelopoulou; Alexandra Psarrou; José García Rodríguez 001 (IWANN (2), 2011)

Object Representation with Self-Organising Networks. - Anastassia Angelopoulou; Alexandra Psarrou; José García Rodríguez 001 (IWANN (2), 2011)

An Unsupervised Method for Active Region Extraction in Sports Videos. - Markos Mentzelopoulos; Alexandra Psarrou; Anastassia Angelopoulou (IWANN (2), 2011)

Fast Image Representation with GPU-Based Growing Neural Gas. - José García Rodríguez 001; Anastassia Angelopoulou; Vicente Morell; Sergio Orts; Alexandra Psarrou; Juan Manuel García Chamizo (IWANN (2), 2011)

Video and Image Processing with Self-Organizing Neural Networks. - José García Rodríguez 001; Enrique Domínguez; Anastassia Angelopoulou; Alexandra Psarrou; Francisco José Mora-Gimeno; Sergio Orts; Juan Manuel García Chamizo (IWANN (2), 2011)

Mobile Augmented Reality for Cultural Heritage. - Anastassia Angelopoulou; Daphne Economou; Vassiliki Bouki; Alexandra Psarrou; Li Jin; Chris Pritchard; Frantzeska Kolyda (MOBILWARE, 2011)

Near-Infrared Ink Differentiation in Medieval Manuscripts. - Alexandra Psarrou; Aaron Licata; Vasiliki Kokla; Agamemnon Tselikas (Int. J. Comput. Vis., 2011)

Region analysis through close contour transformation using growing neural gas. - Gaurav Gupta 001; Alexandra Psarrou; Anastasia Angelopoulou; José García Rodríguez 001 (IJCNN, 2012)

Autonomous Growing Neural Gas for applications with time constraint: Optimal parameter estimation. - José García Rodríguez 001; Anastassia Angelopoulou; Juan Manuel García Chamizo; Alexandra Psarrou; Sergio Orts-Escolano; Vicente Morell-Giménez (Neural Networks, 2012)

Building Visual Surveillance Systems with Neural Networks. - José García Rodríguez 001; Anastassia Angelopoulou; Francisco José Mora-Gimeno; Alexandra Psarrou (Computational Intelligence for Privacy and Security, 2012)

Natural User Interfaces in Volume Visualisation Using Microsoft Kinect. - Anastassia Angelopoulou; José García Rodríguez 001; Alexandra Psarrou; Markos Mentzelopoulos; Bharat Reddy; Sergio Orts-Escolano; Jose Antonio Serra; Andrew Lewis (ICIAP Workshops, 2013)

Adaptive learning in motion analysis with self-organising maps. - Anastassia Angelopoulou; José García Rodríguez 001; Alexandra Psarrou; Gaurav Gupta 001; Markos Mentzelopoulos (IJCNN, 2013)

A semi-parametric approach for football video annotation. - Markos Mentzelopoulos; Alexandra Psarrou; Anastassia Angelopoulou; José García Rodríguez 001 (IJCNN, 2013)

3D gesture recognition with growing neural gas. - Jose Antonio Serra-Perez; José García Rodríguez 001; Sergio Orts-Escolano; Juan Manuel García Chamizo; Javier Montoyo-Bojo; Anastassia Angelopoulou; Alexandra Psarrou; Markos Mentzelopoulos; Andrew Lewis (IJCNN, 2013)

Model Probability in Self-organising Maps. - Anastassia Angelopoulou; Alexandra Psarrou; José García Rodríguez 001; Markos Mentzelopoulos; Gaurav Gupta 001 (IWANN (2), 2013)

Football Video Annotation Based on Player Motion Recognition Using Enhanced Entropy. - Markos Mentzelopoulos; Alexandra Psarrou; Anastassia Angelopoulou; José García Rodríguez 001 (IWANN (2), 2013)

3D Hand Pose Estimation with Neural Networks. - Jose Antonio Serra; José García Rodríguez 001; Sergio Orts-Escolano; Juan Manuel García Chamizo; Anastassia Angelopoulou; Alexandra Psarrou; Markos Mentzelopoulos; Javier Montoyo-Bojo; Enrique Domínguez (IWANN (2), 2013)

Active Foreground Region Extraction and Tracking for Sports Video Annotation. - Markos Mentzelopoulos; Alexandra Psarrou; Anastassia Angelopoulou; José García Rodríguez 001 (Neural Process. Lett., 2013)

Adaptive-Threshold Region Merging via Path Scanning. - Gaurav Gupta 001; Alexandra Psarrou (ICPR, 2014)

Comparative performance between human and automated face recognition systems, using CCTV imagery, different compression levels and scene parameters. - Anastasia Tsifouti; Sophie Triantaphillidou; Mohamed-Chaker Larabi; Efthimia Bilissi; Alexandra Psarrou (IQSP, 2015)

The effects of scene content parameters, compression, and frame rate on the performance of analytics systems. - Anastasia Tsifouti; Sophie Triantaphillidou; Mohamed-Chaker Larabi; G. Doré; Efthimia Bilissi; Alexandra Psarrou (IQSP, 2015)

3D reconstruction of medical images from slices automatically landmarked with growing neural models. - Anastassia Angelopoulou; Alexandra Psarrou; José García Rodríguez 001; Sergio Orts-Escolano; Jorge Azorín López; Kenneth Revett (Neurocomputing, 2015)

A case study in identifying acceptable bitrates for human face recognition tasks. - Anastasia Tsifouti; Sophie Triantaphillidou; Mohamed-Chaker Larabi; Efthimia Bilissi; Alexandra Psarrou (Signal Process. Image Commun., 2015)

An Evaluation of the Efficacy of a Perceptually Controlled Immersive Environment for Learning Acupuncture. - Jeffrey Ferguson; Markos Mentzelopoulos; Aleka Psarrou (IUCC-CSS, 2016)

Performance evaluation of a statistical and a neural network model for nonrigid shape-based registration. - Alexandra Psarrou; Anastassia Angelopoulou; Markos Mentzelopoulos; José García Rodríguez 001 (IPTA, 2016)

Real time motion estimation using a neural architecture implemented on GPUs. - José García Rodríguez 001; Sergio Orts-Escolano; Anastassia Angelopoulou; Alexandra Psarrou; Jorge Azorín López; Juan Manuel García Chamizo (J. Real Time Image Process., 2016)

Editorial: Neural Processing Letters Special Issue on "Neural Networks for Vision and Robotics". - José García Rodríguez 001; Alexandra Psarrou; Andrew Lewis; Anastassia Angelopoulou; Miguel Cazorla (Neural Process. Lett., 2016)

Editorial: special issue on computational intelligence for vision and robotics. - José García Rodríguez 001; Isabelle Guyon; Sergio Escalera; Alexandra Psarrou; Andrew Lewis; Miguel Cazorla (Neural Comput. Appl., 2017)

Expert systems: Special issue on "Machine Learning Methods Neural Networks applied to Vision and Robotics (MLMVR)". - José García Rodríguez 001; Sergio Escalera; Alexandra Psarrou; Isabelle Guyon; Andrew Lewis; Juxi Leitner (Expert Syst. J. Knowl. Eng., 2018)

Fast 2D/3D object representation with growing neural gas. - Anastassia Angelopoulou; José García Rodríguez 001; Sergio Orts-Escolano; Gaurav Gupta 001; Alexandra Psarrou (Neural Comput. Appl., 2018)

Edge Detection Techniques for Quantifying Spatial Imaging System Performance and Image Quality. - Oliver van Zwanenberg; Sophie Triantaphillidou; Robin B. Jenkin; Alexandra Psarrou (CVPR Workshops, 2019)

Evaluation of different chrominance models in the detection and reconstruction of faces and hands using the growing neural gas network. - Anastassia Angelopoulou; José García Rodríguez 001; Sergio Orts-Escolano; Epaminondas Kapetanios; Xing Liang; Bencie Woll; Alexandra Psarrou (Pattern Anal. Appl., 2019)

Contrast sensitivity in images of natural scenes. - Sophie Triantaphillidou; John R. Jarvis; Alexandra Psarrou; Gaurav Gupta 001 (Signal Process. Image Commun., 2019)

Camera System Performance Derived from Natural Scenes. - Oliver van Zwanenberg; Sophie Triantaphillidou; Robin B. Jenkin; Alexandra Psarrou (IQSP, 2020)

Natural Scene Derived Camera Edge Spatial Frequency Response for Autonomous Vision Systems. - Oliver van Zwanenberg; Sophie Triantaphillidou; Robin B. Jenkin; Alexandra Psarrou (LIM, 2021)

Estimation of ISO12233 Edge Spatial Frequency Response from Natural Scene Derived Step-Edge Data. - Oliver van Zwanenberg; Sophie Triantaphillidou; Robin B. Jenkin; Alexandra Psarrou (IQSP, 2022)

Analysis of natural scene derived spatial frequency responses for estimating camera ISO12233 slanted-edge performance (JIST-first). - Oliver van Zwanenberg; Sophie Triantaphillidou; Alexandra Psarrou; Robin B. Jenkin (IQSP, 2022)

3D CATBraTS: Channel Attention Transformer for Brain Tumour Semantic Segmentation. - Rim El Badaoui; Ester Bonmati Coll; Aleka Psarrou; Barbara Villarini (CBMS, 2023)

Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. - J. M. Górriz; I. Álvarez Illán; Agustín Álvarez-Marquina; Juan Eloy Arco; Martin Atzmüller; F. Ballarini; Emilia I. Barakova; Guido Bologna; María Paula Bonomini; Germán Castellanos-Domínguez; Diego Castillo-Barnes; S. B. Cho; et al. (Inf. Fusion, 2023)

A Comprehensive Study on Pain Assessment from Multimodal Sensor Data. - Manuel Benavent-Lledó; David Mulero-Pérez; David Ortiz-Perez; Javier Rodríguez-Juan; Adrian Berenguer-Agulló; Alexandra Psarrou; José García Rodríguez 001 (Sensors, 2023)

PainFusion: Multimodal Pain Assessment from RGB and Sensor Data. - Manuel Benavent-Lledó; Maria Dolores Lopez-Valle; David Ortiz-Perez; David Mulero-Perez; José García Rodríguez 001; Alexandra Psarrou (SOCO (1), 2024)

AI-based System for Brain Tumor Segmentation and 3D Visualization. - Rim El Badaoui; Anandaeaswaran Brainthra; Ester Bonmati Coll; Alexandra Psarrou; Barbara Villarini (ISCAS, 2025)