Olga Isupova

Using very‐high‐resolution satellite imagery and deep learning to detect and count African elephants in heterogeneous landscapes

Isla Duporge, Olga Isupova, Steven Reece et al. · Remote Sensing in Ecology and Conservation · 2020 · 129 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Autonomous Flame Detection in Videos With a Dirichlet Process Gaussian Mixture Color Model

Zhenglin Li, Lyudmila Mihaylova, Olga Isupova et al. · IEEE Transactions on Industrial Informatics · 2017 · 60 citations

Image Analysis, Machine Learning, Gaussian Components +14

Learning Methods for Dynamic Topic Modeling in Automated Behavior Analysis

Olga Isupova, Danil Kuzin, Lyudmila Mihaylova · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 18 citations · Full text

Artificial Intelligence, Anomaly Detection, Machine Learning +25

Using very high-resolution satellite imagery and deep learning to detect and count African elephants in heterogeneous landscapes

Isla Duporge, Olga Isupova, Steven Reece et al. · 2020 · 15 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Spatio-Temporal Structured Sparse Regression With Hierarchical Gaussian Process Priors

Danil Kuzin, Olga Isupova, Lyudmila Mihaylova · IEEE Transactions on Signal Processing · 2018 · 12 citations · Full text

Offline Bayesian Inference, Statistical Signal Processing, Engineering +10