105 citations · 262 across the 14 of their papers we have counts for
4 papers · 1 filter
Training the Convolutional Neural Network with Statistical Dependence of the Response on the Input Data Distortion
Igor Janiszewski, Dmitry Slugin, Vladimir V. Arlazarov
The paper proposes an approach to training a convolutional neural network using information on the level of distortion of input data. The learning process is modified with an addit…
Bipolar Morphological Neural Networks: Convolution Without Multiplication
Elena Limonova, Daniil Matveev, Dmitry Nikolaev +1
In the paper we introduce a novel bipolar morphological neuron and bipolar morphological layer models. The models use only such operations as addition, subtraction and maximum insi…
Next integrated result modelling for stopping the text field recognition process in a video using a result model with per-character alternatives
Konstantin Bulatov, Boris Savelyev, Vladimir V. Arlazarov
In the field of document analysis and recognition using mobile devices for capturing, and the field of object recognition in a video stream, an important problem is determining the…
MIDV-2019: Challenges of the modern mobile-based document OCR
Konstantin Bulatov, Daniil Matalov, Vladimir V. Arlazarov
Recognition of identity documents using mobile devices has become a topic of a wide range of computer vision research. The portfolio of methods and algorithms for solving such task…