Albumentations: Fast and Flexible Image Augmentations
Buslaev, Alexander, Iglovikov, Vladimir I., Khvedchenya, Eugene, Parinov, Alex, Druzhinin, Mikhail, Kalinin, Alexandr A.
Published in Information (Basel) (01.02.2020)
Published in Information (Basel) (01.02.2020)
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Journal Article
Feature Pyramid Network for Multi-class Land Segmentation
Seferbekov, Selim, Iglovikov, Vladimir, Buslaev, Alexander, Shvets, Alexey
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2018)
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Conference Proceeding
Fully Convolutional Network for Automatic Road Extraction from Satellite Imagery
Buslaev, Alexander, Seferbekov, Selim, Iglovikov, Vladimir, Shvets, Alexey
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2018)
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Conference Proceeding
Automatic Instrument Segmentation in Robot-Assisted Surgery using Deep Learning
Shvets, Alexey A., Rakhlin, Alexander, Kalinin, Alexandr A., Iglovikov, Vladimir I.
Published in 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2018)
Published in 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2018)
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Conference Proceeding
Breast Tumor Cellularity Assessment Using Deep Neural Networks
Rakhlin, Alexander, Tiulpin, Aleksei, Shvets, Alexey A., Kalinin, Alexandr A., Iglovikov, Vladimir I., Nikolenko, Sergey
Published in 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) (01.10.2019)
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Conference Proceeding
Angiodysplasia Detection and Localization Using Deep Convolutional Neural Networks
Shvets, Alexey A., Iglovikov, Vladimir I., Rakhlin, Alexander, Kalinin, Alexandr A.
Published in 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2018)
Published in 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2018)
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Conference Proceeding
Camera Model Identification Using Convolutional Neural Networks
Kuzin, Artur, Fattakhov, Artur, Kibardin, Ilya, Iglovikov, Vladimir I., Dautov, Ruslan
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
Published in 2018 IEEE International Conference on Big Data (Big Data) (01.12.2018)
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Conference Proceeding
Camera Model Identification Using Convolutional Neural Networks
Kuzin, Artur, Fattakhov, Artur, Kibardin, Ilya, Iglovikov, Vladimir, Dautov, Ruslan
Year of Publication 06.10.2018
Year of Publication 06.10.2018
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Journal Article
TernausNet
Iglovikov, Vladimir I., Shvets, Alexey A.
Published in Computer-Aided Analysis of Gastrointestinal Videos (2021)
Published in Computer-Aided Analysis of Gastrointestinal Videos (2021)
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Book Chapter
Convolutional neural network application for cells segmentation in immunocytochemical study
Parpulov, Dmitry, Samorodov, Andrey, Makhov, Denis, Slavnova, Elena, Volchenko, Nadezhda, Iglovikov, Vladimir
Published in 2018 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology (USBEREIT) (01.05.2018)
Published in 2018 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology (USBEREIT) (01.05.2018)
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Conference Proceeding
Pediatric Bone Age Assessment Using Deep Convolutional Neural Networks
Iglovikov, Vladimir, Rakhlin, Alexander, Kalinin, Alexandr, Shvets, Alexey
Published in arXiv.org (19.06.2018)
Published in arXiv.org (19.06.2018)
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Paper
Journal Article
Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep Learning
Shvets, Alexey, Rakhlin, Alexander, Kalinin, Alexandr A, Iglovikov, Vladimir
Published in arXiv.org (19.06.2018)
Published in arXiv.org (19.06.2018)
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Paper
Journal Article
TernausNetV2: Fully Convolutional Network for Instance Segmentation
Iglovikov, Vladimir I, Seferbekov, Selim, Buslaev, Alexander V, Shvets, Alexey
Year of Publication 03.06.2018
Year of Publication 03.06.2018
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Journal Article