Vladimir Iglovikov

TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation

Vladimir Iglovikov, Alexey A. Shvets · arXiv (Cornell University) · 2018 · 576 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +16

Automatic Instrument Segmentation in Robot-Assisted Surgery using Deep Learning

Alexey A. Shvets, Alexander Rakhlin, Alexandr A. Kalinin et al. · 2018 · 338 citations · Full text

One Thousand and One Hours: Self-driving Motion Prediction Dataset

John A. Houston, Guido Zuidhof, Luca Bergamini et al. · arXiv (Cornell University) · 2020 · 200 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Satellite Imagery Feature Detection using Deep Convolutional Neural Network: A Kaggle Competition

Vladimir Iglovikov, Sergey Mushinskiy, Vladimir Osin · arXiv (Cornell University) · 2017 · 148 citations · Full text

Convolutional Neural Network, Engineering, Feature Detection +18

TernausNetV2: Fully Convolutional Network for Instance Segmentation

Vladimir Iglovikov, Selim Seferbekov, Alexander V. Buslaev et al. · 2018 · 148 citations

Convolutional Neural Network, Scene Analysis, Engineering +16