Search Results for author: Tatiana Gabruseva

Found 5 papers, 4 papers with code

Fully convolutional Siamese neural networks for buildings damage assessment from satellite images

1 code implementation31 Oct 2021 Eugene Khvedchenya, Tatiana Gabruseva

In this work, we develop a computational approach for an automated comparison of the same region's satellite images before and after the disaster, and classify different levels of damage in buildings.

3D Convolutional Neural Networks for Stalled Brain Capillary Detection

4 code implementations4 Apr 2021 Roman Solovyev, Alexandr A. Kalinin, Tatiana Gabruseva

Recent advances in imaging technology enabled generation of high-quality 3D images that can be used to visualize stalled blood vessels.

Specificity

Deep Learning for Automatic Pneumonia Detection

1 code implementation28 May 2020 Tatiana Gabruseva, Dmytro Poplavskiy, Alexandr A. Kalinin

Pneumonia is the leading cause of death among young children and one of the top mortality causes worldwide.

Multi-Task Learning Pneumonia Detection

Weighted boxes fusion: Ensembling boxes from different object detection models

10 code implementations29 Oct 2019 Roman Solovyev, Weimin WANG, Tatiana Gabruseva

In this work, we present a novel method for combining predictions of object detection models: weighted boxes fusion.

Object object-detection +1

Photometric light curves classification with machine learning

no code implementations10 Sep 2019 Tatiana Gabruseva, Sergey Zlobin, Peter Wang

The Large Synoptic Survey Telescope will complete its survey in 2022 and produce terabytes of imaging data each night.

BIG-bench Machine Learning Classification +4

Cannot find the paper you are looking for? You can Submit a new open access paper.