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Progress on Pattern Classification, Image Processing and Communications: Proceedings of the CORES and IP&C Conferences 2023 de Robert Burduk

Progress on Pattern Classification, Image Processing and Communications: Proceedings of the CORES and IP&C Conferences 2023: Lecture Notes in Networks and Systems, cartea 766

Editat de Robert Burduk, Michał Choraś, Rafał Kozik, Paweł Ksieniewicz, Tomasz Marciniak, Paweł Trajdos
en Limba Engleză Paperback – dec 2023
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.

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Specificații

ISBN-13: 9783031416293
ISBN-10: 3031416295
Pagini: 246
Ilustrații: XI, 246 p. 95 illus., 74 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.37 kg
Ediția:1st ed. 2023
Editura: Springer Nature Switzerland
Colecția Springer
Seria Lecture Notes in Networks and Systems

Locul publicării:Cham, Switzerland

Cuprins

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 Shot
Text 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.

Textul de pe ultima copertă

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.

Caracteristici

Provides recent research in computer recognition systems, image processing, communications, and computer systems Offers proceedings of the CORES 2023 and IP&C 2023 conferences Presents both methodological issues and different application areas of pattern recognition