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Pattern recognition and information processing15th International Conference, PRIP 2021, Minsk, Belarus, September 21-24, 2021 : revised selected papers /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Pattern recognition and information processingedited by Alexander V. Tuzikov, Alexei M. Belotserkovsky, Marina M. Lukashevich.
Reminder of title:	15th International Conference, PRIP 2021, Minsk, Belarus, September 21-24, 2021 : revised selected papers /
remainder title:	PRIP 2021
other author:	Tuzikov, Alexander V.
corporate name:
Published:	Cham :Springer International Publishing :2022.
Description:	xii, 245 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Pattern recognition systemsCongresses.
Online resource:	https://doi.org/10.1007/978-3-030-98883-8
ISBN:	9783030988838$q(electronic bk.)

Pattern recognition and information processing15th International Conference, PRIP 2021, Minsk, Belarus, September 21-24, 2021 : revised selected papers /
Pattern recognition and information processing15th International Conference, PRIP 2021, Minsk, Belarus, September 21-24, 2021 : revised selected papers /[electronic resource] :PRIP 2021edited by Alexander V. Tuzikov, Alexei M. Belotserkovsky, Marina M. Lukashevich. - Cham :Springer International Publishing :2022. - xii, 245 p. :ill. (some col.), digital ;24 cm. - Communications in computer and information science,15621865-0937 ;. - Communications in computer and information science ;229..

Retinal Image Analysis Approach for Diabetic Retinopathy Grading -- Mask R-CNN-based system for automated reindeer recognition and counting from aerial photographs -- Smart Tiling for Program Optimization and Parallelization -- Classification of Histology Images based on a Compact 3D Representation -- Authentication System Based on Biometric Data of Smiling Face from Stacked Autoencoder and Concatenated Reed-Solomon Codes -- Formalization of people and crowd detection and tracking for smart video surveillance -- Predicting events by analyzing the results of the work of predictive models -- Digest of Blockchain Technologies to Design System for Big Image Data Provenance and Security -- Generative Autoencoders for Designing Novel Small-Molecule Compounds As Potential Sars-COV-2 Main Protease Inhibitors -- Comparison of data preprocessing algorithms for nuclear segmentation in fluorescent immunohistology images of cancer cells -- A Bottom-up Method for Pose Detection of Multiple People on Real-Time Video -- Formalisation of Motion description in Microscopy Images -- Detection of features regions of Syndrome in Multiple Sclerosis on MRI -- Automatic tuning of the motion control system of a mobile robot along a trajectory based on the reinforcement learning method -- Simulation Modelling And Machine Learning Platforfm For Processing Fluorescence Spectroscopy Data -- Comparing the Performance of Classical and Deep Learning Methods on Small Image Datasets -- Investigation of the GAN-SSL Classifier Properties for Identification Expertise.

This book constitutes the refereed proceedings of the 15th International Conference on Pattern Recognition and Information Processing, PRIP 2021, held in Minsk, Belarus, in September 2021. Due to the COVID-19 pandemic the conference was held online. The 17 revised full papers were carefully reviewed and selected from 90 submissions. The papers present a discussion on theoretical and applied aspects of computer vision, recognition of signals and images, the use of distributed resources, and high-performance systems.

ISBN: 9783030988838$q(electronic bk.)

Standard No.: 10.1007/978-3-030-98883-8doiSubjects--Topical Terms:

387176
Pattern recognition systems
--Congresses.

LC Class. No.: TK7882.P3

Dewey Class. No.: 006.4

Pattern recognition and information processing15th International Conference, PRIP 2021, Minsk, Belarus, September 21-24, 2021 : revised selected papers /
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505 0 $a Retinal Image Analysis Approach for Diabetic Retinopathy Grading -- Mask R-CNN-based system for automated reindeer recognition and counting from aerial photographs -- Smart Tiling for Program Optimization and Parallelization -- Classification of Histology Images based on a Compact 3D Representation -- Authentication System Based on Biometric Data of Smiling Face from Stacked Autoencoder and Concatenated Reed-Solomon Codes -- Formalization of people and crowd detection and tracking for smart video surveillance -- Predicting events by analyzing the results of the work of predictive models -- Digest of Blockchain Technologies to Design System for Big Image Data Provenance and Security -- Generative Autoencoders for Designing Novel Small-Molecule Compounds As Potential Sars-COV-2 Main Protease Inhibitors -- Comparison of data preprocessing algorithms for nuclear segmentation in fluorescent immunohistology images of cancer cells -- A Bottom-up Method for Pose Detection of Multiple People on Real-Time Video -- Formalisation of Motion description in Microscopy Images -- Detection of features regions of Syndrome in Multiple Sclerosis on MRI -- Automatic tuning of the motion control system of a mobile robot along a trajectory based on the reinforcement learning method -- Simulation Modelling And Machine Learning Platforfm For Processing Fluorescence Spectroscopy Data -- Comparing the Performance of Classical and Deep Learning Methods on Small Image Datasets -- Investigation of the GAN-SSL Classifier Properties for Identification Expertise.
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