Olga Isupova

Orcid: 0000-0002-8506-6871

According to our database1, Olga Isupova authored at least 17 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2024
Bayesian Detector Combination for Object Detection with Crowdsourced Annotations.
Proceedings of the Computer Vision - ECCV 2024, 2024

2021
Disaster mapping from satellites: damage detection with crowdsourced point labels.
CoRR, 2021

Echo State Networks for Reinforcement Learning.
CoRR, 2021

2020
Mining and Tailings Dam Detection in Satellite Imagery Using Deep Learning.
Sensors, 2020

2019
Bayesian Neural Networks for Sparse Coding.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Spatio-Temporal Structured Sparse Regression With Hierarchical Gaussian Process Priors.
IEEE Trans. Signal Process., 2018

Learning Methods for Dynamic Topic Modeling in Automated Behavior Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2018

Autonomous Flame Detection in Videos With a Dirichlet Process Gaussian Mixture Color Model.
IEEE Trans. Ind. Informatics, 2018

Uncertainty propagation in neural networks for sparse coding.
CoRR, 2018

BCCNet: Bayesian classifier combination neural network.
CoRR, 2018

Ensemble Kalman Filtering for Online Gaussian Process Regression and Learning.
Proceedings of the 21st International Conference on Information Fusion, 2018

2017
Machine learning methods for behaviour analysis and anomaly detection in video.
PhD thesis, 2017

Online vehicle logo recognition using Cauchy prior logistic regression.
Proceedings of the 20th International Conference on Information Fusion, 2017

2016
Autonomous flame detection in video based on saliency analysis and optical flow.
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.
Proceedings of the 19th International Conference on Information Fusion, 2016

2015
Compressive sensing approaches for autonomous object detection in video sequences.
Proceedings of the Sensor Data Fusion: Trends, Solutions, Applications, 2015

An expectation maximisation algorithm for behaviour analysis in video.
Proceedings of the 18th International Conference on Information Fusion, 2015


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