2.3k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
5 papers · 1 filter
Camera Model Identification Using Convolutional Neural Networks
Artur Kuzin, Artur Fattakhov, Ilya Kibardin +2
Source camera identification is the process of determining which camera or model has been used to capture an image. In the recent years, there has been a rapid growth of research i…
Albumentations: fast and flexible image augmentations
Alexander Buslaev, Alex Parinov, Eugene Khvedchenya +2
Data augmentation is a commonly used technique for increasing both the size and the diversity of labeled training sets by leveraging input transformations that preserve output labe…
TernausNetV2: Fully Convolutional Network for Instance Segmentation
Vladimir I. Iglovikov, Selim Seferbekov, Alexander V. Buslaev +1
The most common approaches to instance segmentation are complex and use two-stage networks with object proposals, conditional random-fields, template matching or recurrent neural n…
Accurate Deep Direct Geo-Localization from Ground Imagery and Phone-Grade GPS
Shaohui Sun, Ramesh Sarukkai, Jack Kwok +1
One of the most critical topics in autonomous driving or ride-sharing technology is to accurately localize vehicles in the world frame. In addition to common multi-view camera syst…
Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis
Alexander Rakhlin, Alexey Shvets, Vladimir Iglovikov +1
Breast cancer is one of the main causes of cancer death worldwide. Early diagnostics significantly increases the chances of correct treatment and survival, but this process is tedi…