Dmitry Laptev

Crowdsourcing the creation of image segmentation algorithms for connectomics

Ignacio Arganda‐Carreras, Srinivas C. Turaga, Daniel R. Berger et al. · Frontiers in Neuroanatomy · 2015 · 346 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +19

TI-POOLING: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks

Dmitry Laptev, Nikolay Savinov, Joachim M. Buhmann et al. · 2016 · 251 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Automatic Human Sleep Stage Scoring Using Deep Neural Networks

Alexander Malafeev, Dmitry Laptev, Stefan Bauer et al. · Frontiers in Neuroscience · 2018 · 147 citations · Full text

Anisotropic ssTEM Image Segmentation Using Dense Correspondence across Sections

Dmitry Laptev, Alexander Vezhnevets, Sarvesh Dwivedi et al. · Lecture notes in computer science · 2012 · 27 citations · Full text

Machine Vision, Image Analysis, Engineering +6

Transformation-Invariant Convolutional Jungles

Dmitry Laptev, Joachim M. Buhmann · 2015 · 26 citations

Convolutional Neural Network, Engineering, Machine Learning +20