Overview

This book presents a collection of high-quality research papers accepted to multi-conference consisting of the 13th International Conference on Image Processing and Communications (IP&C 2023), the 13th International Conference on Computer Recognition Systems (CORES 2023) held jointly in Wroclaw, Poland (virtually), in June 2023. 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. We believe this book will be interesting for researchers and practitioners in many fields of computer science and IT applications.

Full Product Details

Author:   Robert Burduk ,  Michał Choraś ,  Rafał Kozik ,  Paweł Ksieniewicz
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2023
Volume:   766
Weight:   0.403kg
ISBN:  

9783031416293

ISBN 10:   3031416295
Pages:   246
Publication Date:   01 December 2023
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

A novel approach of multi-string parsing for syntactic pattern recognition.- Hollow n-grams vectorizer for Natural Language Processing problems.- A non-deep approach to classifying movie genres based on multimodal data.- Incremental Extreme Learning Machine for Binary Data Stream Classification.- Interpreting Intrusions - The Role of Explainability in AI-based Intrusion Detection System.- Real-time deformation of three-dimensional volumetric models using mesh models.- Hyperparameters Optimization using GridSearchCV Method for TinyML models.- Analysis of the Possibility to Employ Relationship Between the Problem Complexity and the Classification Quality as Model Optimization Proxy.- Deep Learning for pit detection in cherries.- Image analysis system for augmented reality games.- Coregistration of selected sequences in MRI imaging based on edge analysis of image difference.- Actinic Keratosis Prediction Basedon Deep Learning Methods.- A New Assessment of Convolutional Neural Networks for Texture Directionality Detection.- Knowledge Distillation with Relative Representations for Image Representation Learning.- An Approach for CT Image Conversion Using Filtering Based on Quaternion Mathematics.- Exploring Text-Guided Synthetic Distribution Shifts for Robust Image Classification.- Color Tracking Application Using AI-based Docker Container Scheduling in Fog Computing.- Air pollution monitoring and information distribution system.- Detection of conspiracy theories from tweets using NLI-based Zero ShotText Classification models.- Battery management system for Polish hybrid residential photovoltaic power plants.- Document Annotation Tool For News Content Analysis.- Dynamic time warping technique applied to the user’s intent recognition for myoelectric-based control of upper limb prosthesis.- A Hybrid Long Short-Term Memory Network Based on Wind and Rain Sensitive and its Application to PM2.5 Prediction.

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