Overview

This book presents a collection of high-quality research papers accepted to multi-conference consisting of International Conference on Image Processing and Communications (IP&C 2021), International Conference on Computer Recognition Systems (CORES 2021), International Conference on Advanced Computer Systems (ACS 2021) held jointly in Bydgoszcz, Poland (virtually), in June 2021. The accepted papers address current computer science and computer systems-related technological challenges and solutions, as well as many practical applications and results. The first part of the book deals with advances in pattern recognition and classifiers, the second part is devoted to image processing and computer vision, while the third part addresses practical applications of computer recognition systems. Machine learning solutions for security and networks are tackled in part four of the book, while the last part collects papers on progress in advanced computer systems. We believe this book will be interesting for researchers and practitioners in many fields of computer science and IT applications.

Full Product Details

Author:   Michal Choraś ,  Ryszard S. Choraś ,  Marek Kurzyński ,  Paweł Trajdos
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   1st ed. 2022
Volume:   255
Weight:   0.563kg
ISBN:  

9783030815226

ISBN 10:   3030815226
Pages:   352
Publication Date:   18 August 2021
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Building an Ensemble of Classifiers via Randomized Models of Ensemble Members.- Hybrid learning model for syntactic pattern recognition.- Distance Metrics in Clustering and Weighted Scoring Algorithm.- Exploration of Hardware Acceleration Methods for an XNOR Traffic Signs Classifier.- ALEA: An Anonymous Leader Election Algorithm for Synchronous Distributed Systems.- Comparing concepts of quantum and classical neural network models for image classification task.- Can Color Cryptography Be Truly Random?.- Description-based Ranking of Visual Instances: Feasibility Study for Keypoints.- Fuzzy system for lip print identification.- Assessment of correlations between age and textural features of CT images of thoracic vertebrae.- Assessment of correlations between age and textural features of CT images of thoracic vertebrae.- Application of Image Entropy Analysis for the Quality Assessment of Stitched Images.

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