Olga Isupova
Title
Cited by
Cited by
Year
Autonomous flame detection in videos with a Dirichlet process Gaussian mixture color model
Z Li, LS Mihaylova, O Isupova, L Rossi
IEEE Transactions on Industrial Informatics 14 (3), 1146-1154, 2017
132017
Learning methods for dynamic topic modeling in automated behavior analysis
O Isupova, D Kuzin, L Mihaylova
IEEE transactions on neural networks and learning systems 29 (9), 3980-3993, 2018
112018
Online vehicle logo recognition using Cauchy prior logistic regression
R Chen, M Hawes, O Isupova, L Mihaylova, H Zhu
2017 20th International Conference on Information Fusion (Fusion), 1-8, 2017
62017
Machine Learning Methods for Behaviour Analysis and Anomaly Detection in Video
O Isupova
Springer, 2018
52018
Anomaly detection in video with Bayesian nonparametrics
O Isupova, D Kuzin, L Mihaylova
arXiv preprint arXiv:1606.08455, 2016
52016
An expectation maximisation algorithm for behaviour analysis in video
O Isupova, L Mihaylova, D Kuzin, G Markarian, F Septier
2015 18th International Conference on Information Fusion (Fusion), 126-133, 2015
52015
Spatio-Temporal Structured Sparse Regression With Hierarchical Gaussian Process Priors
D Kuzin, O Isupova, L Mihaylova
IEEE Transactions on Signal Processing 66 (17), 4598-4611, 2018
32018
Autonomous flame detection in video based on saliency analysis and optical flow
Z Li, O Isupova, L Mihaylova, L Rossi
2016 IEEE International Conference on Multisensor Fusion and Integration for …, 2016
32016
Dynamic hierarchical dirichlet process for abnormal behaviour detection in video
O Isupova, D Kuzin, L Mihaylova
2016 19th International Conference on Information Fusion (FUSION), 750-757, 2016
32016
Compressive sensing approaches for autonomous object detection in video sequences
D Kuzin, O Isupova, L Mihaylova
2015 Sensor Data Fusion: Trends, Solutions, Applications (SDF), 1-6, 2015
22015
Abnormal behaviour detection in video using topic modeling
O Isupova, D Kuzin, L Mihaylova
USES Conference Proceedings, 2015
22015
Bayesian Neural Networks for Sparse Coding
D Kuzin, O Isupova, L Mihaylova
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
12019
Ensemble Kalman Filtering for Online Gaussian Process Regression and Learning
D Kuzin, L Yang, O Isupova, L Mihaylova
2018 21st International Conference on Information Fusion (FUSION), 39-46, 2018
12018
Mining and Tailings Dam Detection In Satellite Imagery Using Deep Learning
R Balaniuk, O Isupova, S Reece
arXiv preprint arXiv:2007.01076, 2020
2020
Using very high-resolution satellite imagery and deep learning to detect and count African elephants in heterogeneous landscapes
IC Duporge, O Isupova, S Reece, D Macdonald, T Wang
bioRxiv, 2020
2020
Disaster Response: Leveraging Wide Area Earth Observation with Machine Learning.
O Isupova, D Kuzin, B Simmons, S Reece
Geophysical Research Abstracts 21, 2019
2019
Uncertainty propagation in neural networks for sparse coding
D Kuzin, O Isupova, L Mihaylova
arXiv preprint arXiv:1811.12465, 2018
2018
BCCNet: Bayesian classifier combination neural network
O Isupova, Y Li, D Kuzin, SJ Roberts, K Willis, S Reece
arXiv preprint arXiv:1811.12258, 2018
2018
Conclusions and Future Work
O Isupova
Machine Learning Methods for Behaviour Analysis and Anomaly Detection in …, 2018
2018
Proposed Learning Algorithms for Markov Clustering Topic Model
O Isupova
Machine Learning Methods for Behaviour Analysis and Anomaly Detection in …, 2018
2018
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