Alexander Sheshkus

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 15

Top Topics

Limited Field Of View

Vanishing Point Detection

Hough Transform

Top Venues

Publications

Alexandra Zhabitskaya, Alexander Sheshkus, Vladimir L. Arlazarov
HoughToRadon Transform: New Neural Network Layer for Features Improvement in Projection Space. CoRR (2024)
Ksenia Kryuchkova, Alexander Sheshkus, Konstantin B. Bulatov
Neural network-based prediction of the stopping moment for text recognition in a video stream. ICPR (2022)
Konstantin B. Bulatov, Ekaterina Emelianova, Daniil V. Tropin, Natalya Skoryukina, Yulia S. Chernyshova, Alexander Sheshkus, Sergey A. Usilin, Zuheng Ming, Jean-Christophe Burie, Muhammad Muzzamil Luqman, Vladimir V. Arlazarov
MIDV-2020: A Comprehensive Benchmark Dataset for Identity Document Analysis. CoRR (2021)
Alexander Sheshkus, Anastasiya N. Chirvonaya, Vladimir L. Arlazarov
Tiny CNN for feature point description for document analysis: approach and dataset. CoRR (2021)
Yulia S. Chernyshova, Ekaterina Emelianova, Alexander Sheshkus, Vladimir V. Arlazarov
MIDV-LAIT: A Challenging Dataset for Recognition of IDs with Perso-Arabic, Thai, and Indian Scripts. ICDAR (2) (2021)
Alexander Sheshkus, A. Chirvonaya, Dmitry P. Nikolaev, Vladimir V. Arlazarov
Vanishing Point Detection with Direct and Transposed Fast Hough Transform inside the neural network. CoRR (2020)
Sergey A. Ilyuhin, Alexander Sheshkus, Vladimir V. Arlazarov
Block convolutional layer for position dependent features calculation. ICMV (2020)
Elena Limonova, Alexander Sheshkus, Dmitry P. Nikolaev
Computational optimization of convolutional neural networks using separated filters architecture. CoRR (2020)
Andrei V. Yamaev, Marina V. Chukalina, Dmitry Nikolaev, Alexander Sheshkus, Alexey I. Chulichkov
Lightweight denoising filtering neural network for FBP algorithm. ICMV (2020)
Alexey V. Buzmakov, Denis Zolotov, Marina V. Chukalina, Anastasia Ingacheva, Alexander Sheshkus, Victor E. Asadchikov
Iterative tomography reconstruction in a limited field of view. ICMV (2019)
Alexander Sheshkus, Anastasia Ingacheva, Vladimir V. Arlazarov, Dmitry P. Nikolaev
HoughNet: Neural Network Architecture for Vanishing Points Detection. ICDAR (2019)
Alexander Sheshkus, Anastasia Ingacheva, Vladimir V. Arlazarov, Dmitry P. Nikolaev
HoughNet: neural network architecture for vanishing points detection. CoRR (2019)
Alexander Sheshkus, Daniil Matalov, Vladimir V. Arlazarov, Dmitry P. Nikolaev
Viability of Viola-Jones method for the problem of image classification. ICMV (2018)
Alexander Sheshkus, Anastasia Ingacheva, Dmitry P. Nikolaev
Vanishing points detection using combination of fast Hough transform and deep learning. ICMV (2017)
Alexander Sheshkus, Elena Limonova, Dmitry P. Nikolaev, Valeriy E. Krivtsov
Combining convolutional neural networks and Hough Transform for classification of images containing lines. ICMV (2016)
Alexander Sheshkus, Vladimir L'ovovich Arlazarov
Space Symbol Detection On Complex Background Using Visual Context. ECMS (2015)
Alexander Sheshkus, Dmitry P. Nikolaev, Anastasia Ingacheva, Natalya Skoryukina
Approach to recognition of flexible form for credit card expiration date recognition as example. ICMV (2015)
Natalia Pritula, Dmitrii P. Nikolaev, Alexander Sheshkus, Mikhail Pritula, Petr P. Nikolaev
Comparison of two algorithms modifications of projective-invariant recognition of the plane boundaries with the one concavity. ICMV (2014)
Natalya Skoryukina, Dmitry P. Nikolaev, Alexander Sheshkus, Dmitry Polevoy
Real time rectangular document detection on mobile devices. ICMV (2014)