Feature selection library (MATLAB toolbox)

G Roffo - arXiv preprint arXiv:1607.01327, 2016 - arxiv.org
Feature Selection Library (FSLib) is a widely applicable MATLAB library for Feature
Selection (FS). FS is an essential component of machine learning and data mining which …

Ranking to learn and learning to rank: On the role of ranking in pattern recognition applications

G Roffo - arXiv preprint arXiv:1706.05933, 2017 - arxiv.org
The last decade has seen a revolution in the theory and application of machine learning and
pattern recognition. Through these advancements, variable ranking has emerged as an …

[HTML][HTML] Patterns of saliency and semantic features distinguish gaze of expert and novice viewers of surveillance footage

Y Peng, JM Burling, GK Todorova, C Neary… - Psychonomic Bulletin & …, 2024 - Springer
When viewing the actions of others, we not only see patterns of body movements, but we
also" see" the intentions and social relations of people. Experienced forensic examiners …

[PDF][PDF] Unsupervised Human Action Recognition using 3D Skeleton Poses

C Beyan, JC Co-Supervisors - 2023 - raw.githubusercontent.com
Action recognition, a sub-field of computer vision, has garnered increasing attention in
recent years due to its potential applications in addressing a wide range of real-world …

A machine learning based approach to human observer behaviour analysis in CCTV video analytics & forensics

SFA Raisi, E Edirisinghe - … of the 1st International Conference on …, 2017 - dl.acm.org
Human observer behaviour analysis in image and video inspection in many areas of
practical application is conducted based on using data captured by eye tracking devices …

Neural correlates of experience with CCTV surveillance of naturalistic prosocial and antisocial interactions: a reverse correlation analysis

JA Gillard, K Petrini, K Noble, JA Rodriguez Perez… - bioRxiv, 2019 - biorxiv.org
Previous research using reverse correlation to explore the relationship between brain
activity and presented image information found that Face Fusiform Area (FFA) activity could …

[PDF][PDF] The importance of gaze coherence of CCTV operators in facilitating the ability to recognise harmful intentions

G Todorova, J Burling, H Lu, F Pollick - Journal of Vision, 2017 - researchgate.net
With experience, internal predictive models start to influence gaze behaviour whereby eye-
movement patterns are guided by temporally related top-down predictions (Henderson …

[PDF][PDF] Machine learning-based human observer analysis of video sequences

SFAR Al-Raisi - 2017 - academia.edu
The research contributes to the field of video analysis by proposing novel approaches to
automatically generating human observer performance patterns that can be effectively used …