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024 7 _a10.1007/978-3-030-98883-8
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050 4 _aTK7882.P3
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072 7 _aCOM016000
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245 1 0 _aPattern Recognition and Information Processing
_h[electronic resource] :
_b15th International Conference, PRIP 2021, Minsk, Belarus, September 21–24, 2021, Revised Selected Papers /
_cedited by Alexander V. Tuzikov, Alexei M. Belotserkovsky, Marina M. Lukashevich.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aXII, 245 p. 133 illus., 82 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
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490 1 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1562
505 0 _aRetinal 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 Methodfor 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 _aThis 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 _aPattern recognition systems.
650 0 _aComputer vision.
650 0 _aComputer engineering.
650 0 _aComputer networks .
650 0 _aArtificial intelligence.
650 0 _aApplication software.
650 1 4 _aAutomated Pattern Recognition.
650 2 4 _aComputer Vision.
650 2 4 _aComputer Engineering and Networks.
650 2 4 _aArtificial Intelligence.
650 2 4 _aComputer and Information Systems Applications.
700 1 _aTuzikov, Alexander V.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aBelotserkovsky, Alexei M.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aLukashevich, Marina M.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030988821
776 0 8 _iPrinted edition:
_z9783030988845
830 0 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1562
856 4 0 _uhttps://doi.org/10.1007/978-3-030-98883-8
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
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