V
Vladimir Khryashchev
Researcher at Yaroslavl State University
Publications - 51
Citations - 293
Vladimir Khryashchev is an academic researcher from Yaroslavl State University. The author has contributed to research in topics: Convolutional neural network & Face detection. The author has an hindex of 8, co-authored 47 publications receiving 209 citations.
Papers
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Proceedings ArticleDOI
Image denoising using adaptive switching median filter
TL;DR: A new adaptive switching median filter is proposed to remove salt-and-pepper impulse noise from corrupted image by combining advantages of the known median-type filters with impulse noise detection step.
Proceedings ArticleDOI
Wildfire Segmentation on Satellite Images using Deep Learning
TL;DR: The developed algorithm can be successfully applied for early wildland fires detection in practical applications and special metrics, such as Sorensen-Dice coefficient, precision, recall, F1-score and IoU value allows to measure the quality of developed model.
Proceedings ArticleDOI
Building Detection on Aerial Images Using U-NET Neural Networks
TL;DR: Research results of two convolutional neural networks for building detection on satellite images of Planet database are presented, which allows to cope with the problem of segmentation for aerial high-resolution images efficiently and effectively.
Proceedings ArticleDOI
Comparison of Different Convolutional Neural Network Architectures for Satellite Image Segmentation
TL;DR: An important result of the study was the improvement of the detector for the class “Forest”, which has found application at urban planning, forest management, climate modelling, etc.
Proceedings ArticleDOI
Facial expression recognition algorithm based on deep convolution neural network
TL;DR: The developed algorithms are based on the implementation of a relatively new approach in the field of deep machine learning — a convolutional neural network to classify facial images into one of the six types of emotions.