Olga Isupova

According to our database, Olga Isupova authored at least 16 papers between 2015 and 2021.

Collaborative distances:

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

2021

Disaster mapping from satellites: damage detection with crowdsourced point labels.

Danil Kuzin, Olga Isupova, Brooke D. Simmons, Steven Reece

CoRR, 2021

Echo State Networks for Reinforcement Learning.

Allen G. Hart, Kevin R. Olding, A. M. G. Cox, Olga Isupova, Jonathan H. P. Dawes

CoRR, 2021

2020

Mining and Tailings Dam Detection in Satellite Imagery Using Deep Learning.

Remis Balaniuk, Olga Isupova, Steven Reece

Sensors, 2020

2019

Bayesian Neural Networks for Sparse Coding.

Danil Kuzin, Olga Isupova, Lyudmila Mihaylova

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Spatio-Temporal Structured Sparse Regression With Hierarchical Gaussian Process Priors.

Danil Kuzin, Olga Isupova, Lyudmila Mihaylova

IEEE Trans. Signal Process., 2018

Learning Methods for Dynamic Topic Modeling in Automated Behavior Analysis.

Olga Isupova, Danil Kuzin, Lyudmila Mihaylova

IEEE Trans. Neural Networks Learn. Syst., 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

Uncertainty propagation in neural networks for sparse coding.

Danil Kuzin, Olga Isupova, Lyudmila Mihaylova

CoRR, 2018

BCCNet: Bayesian classifier combination neural network.

Olga Isupova, Yunpeng Li, Danil Kuzin, Stephen J. Roberts, Katherine J. Willis, Steven Reece

CoRR, 2018

Ensemble Kalman Filtering for Online Gaussian Process Regression and Learning.

Danil Kuzin, Le Yang, Olga Isupova, Lyudmila Mihaylova

Proceedings of the 21st International Conference on Information Fusion, 2018

2017

Machine learning methods for behaviour analysis and anomaly detection in video.

Olga Isupova

PhD thesis, 2017

Online vehicle logo recognition using Cauchy prior logistic regression.

Ruilong Chen, Matthew B. Hawes, Olga Isupova, Lyudmila Mihaylova, Hao Zhu

Proceedings of the 20th International Conference on Information Fusion, 2017

2016

Autonomous flame detection in video based on saliency analysis and optical flow.

Zhenglin Li, Olga Isupova, Lyudmila Mihaylova, Lucile Rossi

Proceedings of the 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2016

Dynamic Hierarchical Dirichlet Process for abnormal behaviour detection in video.

Olga Isupova, Danil Kuzin, Lyudmila Mihaylova

Proceedings of the 19th International Conference on Information Fusion, 2016

2015

Compressive sensing approaches for autonomous object detection in video sequences.

Danil Kuzin, Olga Isupova, Lyudmila Mihaylova

Proceedings of the Sensor Data Fusion: Trends, Solutions, Applications, 2015

An expectation maximisation algorithm for behaviour analysis in video.

Olga Isupova, Lyudmila Mihaylova, Danil Kuzin, Garik Markarian, François Septier

Proceedings of the 18th International Conference on Information Fusion, 2015