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05/18/2022
Fast matrix multiplication for binary and ternary CNNs on ARM CPU
Low-bit quantized neural networks are of great interest in practical app...
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07/01/2021
MIDV-2020: A Comprehensive Benchmark Dataset for Identity Document Analysis
Identity documents recognition is an important sub-field of document ana...
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09/15/2020
ResNet-like Architecture with Low Hardware Requirements
One of the most computationally intensive parts in modern recognition sy...
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09/14/2020
Fast Implementation of 4-bit Convolutional Neural Networks for Mobile Devices
Quantized low-precision neural networks are very popular because they re...
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08/06/2020
Approach for document detection by contours and contrasts
This paper considers the task of arbitrary document detection performed ...
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08/06/2020
Fast Approximate Modelling of the Next Combination Result for Stopping the Text Recognition in a Video
In this paper, we consider a task of stopping the video stream recogniti...
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01/29/2020
Comparison of scanned administrative document images
In this work the methods of comparison of digitized copies of administra...
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12/02/2019
Training the Convolutional Neural Network with Statistical Dependence of the Response on the Input Data Distortion
The paper proposes an approach to training a convolutional neural networ...
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11/05/2019
Bipolar Morphological Neural Networks: Convolution Without Multiplication
In the paper we introduce a novel bipolar morphological neuron and bipol...
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10/09/2019
Next integrated result modelling for stopping the text field recognition process in a video using a result model with per-character alternatives
In the field of document analysis and recognition using mobile devices f...
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10/09/2019
MIDV-2019: Challenges of the modern mobile-based document OCR
Recognition of identity documents using mobile devices has become a topi...
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07/16/2018
A Dataset for Identity Documents Analysis and Recognition on Mobile Devices in Video Stream
A lot of research has been devoted to identity documents analysis and re...
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07/16/2018
