An expectation maximisation algorithm for behaviour analysis in video. - Olga Isupova; Lyudmila Mihaylova; Danil Kuzin; Garik Markarian; François Septier (FUSION, 2015)

Compressive sensing approaches for autonomous object detection in video sequences. - Danil Kuzin; Olga Isupova; Lyudmila Mihaylova (SDF, 2015)

Dynamic Hierarchical Dirichlet Process for abnormal behaviour detection in video. - Olga Isupova; Danil Kuzin; Lyudmila Mihaylova (FUSION, 2016)

Autonomous flame detection in video based on saliency analysis and optical flow. - Zhenglin Li; Olga Isupova; Lyudmila Mihaylova; Lucile Rossi (MFI, 2016)

Online vehicle logo recognition using Cauchy prior logistic regression. - Ruilong Chen; Matthew B. Hawes; Olga Isupova; Lyudmila Mihaylova; Hao Zhu 003 (FUSION, 2017)

Machine learning methods for behaviour analysis and anomaly detection in video. - Olga Isupova (2017)

Ensemble Kalman Filtering for Online Gaussian Process Regression and Learning. - Danil Kuzin; Le Yang 001; Olga Isupova; Lyudmila Mihaylova (FUSION, 2018)

BCCNet: Bayesian classifier combination neural network. - Olga Isupova; Yunpeng Li 001; Danil Kuzin; Stephen J. Roberts; Katherine J. Willis; Steven Reece (CoRR, 2018)

Uncertainty propagation in neural networks for sparse coding. - Danil Kuzin; Olga Isupova; Lyudmila Mihaylova (CoRR, 2018)

Autonomous Flame Detection in Videos With a Dirichlet Process Gaussian Mixture Color Model. - Zhenglin Li; Lyudmila S. Mihaylova; Olga Isupova; Lucile Rossi (IEEE Trans. Ind. Informatics, 2018)

Learning Methods for Dynamic Topic Modeling in Automated Behavior Analysis. - Olga Isupova; Danil Kuzin; Lyudmila Mihaylova (IEEE Trans. Neural Networks Learn. Syst., 2018)

Spatio-Temporal Structured Sparse Regression With Hierarchical Gaussian Process Priors. - Danil Kuzin; Olga Isupova; Lyudmila Mihaylova (IEEE Trans. Signal Process., 2018)

Bayesian Neural Networks for Sparse Coding. - Danil Kuzin; Olga Isupova; Lyudmila Mihaylova (ICASSP, 2019)

Mining and Tailings Dam Detection in Satellite Imagery Using Deep Learning. - Remis Balaniuk; Olga Isupova; Steven Reece (Sensors, 2020)

Echo State Networks for Reinforcement Learning. - Allen G. Hart; Kevin R. Olding; A. M. G. Cox; Olga Isupova; Jonathan H. P. Dawes (CoRR, 2021)

Disaster mapping from satellites: damage detection with crowdsourced point labels. - Danil Kuzin; Olga Isupova; Brooke D. Simmons; Steven Reece (CoRR, 2021)

Bayesian Detector Combination for Object Detection with Crowdsourced Annotations. - Zhi Qin Tan; Olga Isupova; Gustavo Carneiro 001; Xiatian Zhu; Yunpeng Li 001 (ECCV (63), 2024)

Improving Deep Ensembles by Estimating Confusion Matrices. - Danil Kuzin; Olga Isupova; Steven Reece; Brooke D. Simmons (CoRR, 2025)