Intelligent Multi-Modal Data Processing

Intelligent Multi-Modal Data Processing is a comprehensive guide that reviews the latest applications of data processing, including state-of-the-art algorithms and real-life implementations. It is designed as a practical resource for developing innovative research ideas and includes tables, illustrations, and images to demonstrate the efficiency of the algorithms. The book is written for students of technology and management, computer scientists, and professionals in information technology.

Format: Hardback
Length: 288 pages
Publication date: 22 April 2021
Publisher: John Wiley and Sons Ltd

Intelligent Multi-Modal Data Processing is a comprehensive and up-to-date review of the latest applications in data processing. This esteemed work, edited by renowned experts in the field, delves into the emerging and complex domains of multimedia data processing, presenting state-of-the-art algorithms to address these challenges intelligently. The text offers a clear and insightful understanding of the real-world implementation of various statistical theories, providing practical guidance on how to implement them effectively.

Designed as a practical resource, the book includes comprehensive tables comparing the statistical analysis results of novel techniques with those of established state-of-the-art methods. It also features illustrative algorithms to establish pre-processing and/or post-processing techniques for model building. Additionally, the book showcases images demonstrating the efficiency of these algorithms on standard data sets, further enhancing its value.

This important book encompasses a wide range of topics in signal and data processing, featuring contributions from esteemed experts in the field. It covers topics such as hybrid differential evolution for optimal multilevel image thresholding, fuzzy decision-based multi-objective evolutionary methods for video summarization, and more. Written with students of technology and management, computer scientists, and professionals in information technology in mind, Intelligent Multi-Modal Data Processing brings together the diverse aspects of multi-modal data processing in a single comprehensive volume.

By exploring these cutting-edge applications, the book equips readers with the knowledge and tools necessary to advance their research in interdisciplinary fields and drive innovation in the information technology industry.

Weight: 656g
Dimension: 176 x 250 x 24 (mm)
ISBN-13: 9781119571384