Items where authors include "Isupova, O."

Article

Kuzin, D., Isupova, O. and Mihaylova, L. orcid.org/0000-0001-5856-2223 (2018) Spatio-Temporal Structured Sparse Regression With Hierarchical Gaussian Process Priors. IEEE Transactions on Signal Processing, 66 (17). pp. 4598-4611. ISSN 1053-587X

Isupova, O., Kuzin, D. and Mihaylova, L. (2018) Learning methods for dynamic topic modeling in automated behaviour analysis. IEEE Transactions on Neural Networks and Learning Systems, 29 (9). pp. 3980-3993. ISSN 2162-237X

Li, Z., Mihaylova, L.S. orcid.org/0000-0001-5856-2223, Isupova, O. et al. (1 more author) (2017) Autonomous Flame Detection in Videos with a Dirichlet Process Gaussian Mixture Color Model. IEEE Transactions on Industrial Informatics, 14 (3). pp. 1146-1154. ISSN 1551-3203

Kuzin, D., Isupova, O. and Mihaylova, L. orcid.org/0000-0001-5856-2223 (2017) Structured Sparse Modelling with Hierarchical GP. arXiv. (Submitted)

Conference or Workshop Item

Isupova, O., Kuzin, D. orcid.org/0000-0003-3582-722X and Mihaylova, L. (2016) Anomaly detection in video with Bayesian nonparametrics. In: ICML2016 Anomaly Detection Workshop, June 24th, 2016, New York, USA.

Proceedings Paper

Kuzin, D., Isupova, O. and Mihaylova, L. orcid.org/0000-0001-5856-2223 (2019) Bayesian neural networks for sparse coding. In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP-2019). IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 12-17 May 2019, Brighton, UK. IEEE . ISBN 9781479981311

Kuzin, D. orcid.org/0000-0003-3582-722X, Isupova, O. and Mihaylova, L. orcid.org/0000-0001-5856-2223 (2018) Uncertainty propagation in neural networks for sparse coding. In: Proceedings, Bayesian Deep Learning NIPS 2018 Workshop. Bayesian Deep Learning : NIPS 2018 Workshop, 07 Dec 2018, Montréal, Canada. .

Kuzin, D., Yang, L., Isupova, O. et al. (1 more author) (2018) Ensemble Kalman filtering for online Gaussian process regression and learning. In: 2018 21st International Conference on Information Fusion (FUSION). 2018 21st International Conference on Information Fusion (FUSION), 10-13 Jul 2018, Cambridge, UK. IEEE , UK , pp. 39-46. ISBN 978-0-9964527-6-2

Chen, R., Hawes, M., Isupova, O. et al. (2 more authors) (2017) Online Vehicle Logo Recognition Using Cauchy Prior Logistic Regression. In: 2017 20th International Conference on Information Fusion (Fusion). 20th International Conference on Information Fusion, 10-13 Jul 2017, Xi'an, China. IEEE . ISBN 978-0-9964-5270-0

Isupova, O., Kuzin, D. and Mihaylova, L.S. orcid.org/0000-0001-5856-2223 (2016) Dynamic Hierarchical Dirichlet Process for Abnormal Behaviour Detection in Video. In: 2016 19th International Conference on Information Fusion (FUSION). International Conference on Information Fusion, 04-08 Jul 2016, Heidelberg, Germany. IEEE , Heidelberg, Germany , pp. 750-757. ISBN 9780996452748

Isupova, O., Mihaylova, L., Kuzin, D. et al. (2 more authors) (2015) An expectation maximisation algorithm for behaviour analysis in video. In: 18th International Conference on Information Fusion (Fusion), 2015. 18th International Conference on Information Fusion, 06-09 Jul 2015, Washington D.C (USA). IEEE , 126 - 133. ISBN 978-0-9824-4386-6

Isupova, O., Kuzin, D. and Mihaylova, L. (2015) Abnormal behaviour detection in video using topic modeling. In: USES Conference Proceedings. University of Sheffield Engineering Symposium - USES 2015, 2015-06-24., Sheffield, UK. The University of Sheffield .

Kuzin, D., Isupova, O. and Mihaylova, L. (2015) Compressive Sensing Approaches for Autonomous Object Detection in Video Sequences. In: Sensor Data Fusion: Trends, Solutions, Applications (SDF), 2015. Sensor Data Fusion: Trends, Solutions, Applications (SDF), 2015, 06-08 Oct 2015, Bonn, Germany. IEEE .