國立虎尾科技大學 |

Pattern Recognition and Information Processing = 15th International Conference, PRIP 2021, Minsk, Belarus, September 21–24, 2021, Revised Selected Papers /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Pattern Recognition and Information Processing/ edited 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 /
other author:	Tuzikov, Alexander V.
Description:	XII, 245 p. 133 illus., 82 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Pattern recognition systems. -
Online resource:	https://doi.org/10.1007/978-3-030-98883-8
ISBN:	9783030988838

Pattern Recognition and Information Processing = 15th 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] :edited by Alexander V. Tuzikov, Alexei M. Belotserkovsky, Marina M. Lukashevich. - 1st ed. 2022. - XII, 245 p. 133 illus., 82 illus. in color.online resource. - Communications in Computer and Information Science,15621865-0937 ;. - Communications in Computer and Information Science,498.

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

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

557384
Pattern recognition systems.

LC Class. No.: Q337.5

Dewey Class. No.: 006.4

Pattern Recognition and Information Processing = 15th International Conference, PRIP 2021, Minsk, Belarus, September 21–24, 2021, Revised Selected Papers /
LDR:03647nam a22004095i 4500 001 1090716
003 DE-He213
005 20220317023632.0
007 cr nn 008mamaa
008 221228s2022 sz | s |||| 0|eng d
020 $a 9783030988838 $9 978-3-030-98883-8
024 7 $a 10.1007/978-3-030-98883-8 $2 doi
035 $a 978-3-030-98883-8
050 4 $a Q337.5
050 4 $a TK7882.P3
072 7 $a UYQP $2 bicssc
072 7 $a COM016000 $2 bisacsh
072 7 $a UYQP $2 thema
082 0 4 $a 006.4 $2 23
245 1 0 $a Pattern Recognition and Information Processing $h [electronic resource] : $b 15th International Conference, PRIP 2021, Minsk, Belarus, September 21–24, 2021, Revised Selected Papers / $c edited by Alexander V. Tuzikov, Alexei M. Belotserkovsky, Marina M. Lukashevich.
250 $a 1st ed. 2022.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a XII, 245 p. 133 illus., 82 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Communications in Computer and Information Science, $x 1865-0937 ; $v 1562
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.
520 $a 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.
650 0 $a Pattern recognition systems. $3 557384
650 0 $a Computer vision. $3 561800
650 0 $a Computer engineering. $3 569006
650 0 $a Computer networks . $3 1365720
650 0 $a Artificial intelligence. $3 559380
650 0 $a Application software. $3 528147
650 1 4 $a Automated Pattern Recognition. $3 1365734
650 2 4 $a Computer Vision. $3 1127422
650 2 4 $a Computer Engineering and Networks. $3 1365733
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Computer and Information Systems Applications. $3 1365732
700 1 $a Tuzikov, Alexander V. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1279279
700 1 $a Belotserkovsky, Alexei M. $e editor. $1 https://orcid.org/0000-0002-8544-8554 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1398200
700 1 $a Lukashevich, Marina M. $e editor. $1 https://orcid.org/0000-0003-1255-5612 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1398201
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030988821
776 0 8 $i Printed edition: $z 9783030988845
830 0 $a Communications in Computer and Information Science, $x 1865-0929 ; $v 498 $3 1253583
856 4 0 $u https://doi.org/10.1007/978-3-030-98883-8
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)