Intelligent Multi-Modal Data Processing

Soham Sarkar

ISBN 10: 1119571383 / ISBN 13: 9781119571384

Editore: John Wiley and Sons Inc, US, 2021

Riguardo questo articolo

A comprehensive review of the most recent applications of intelligent multi-modal data processing Intelligent Multi-Modal Data Processing contains a review of the most recent applications of data processing. The Editors and contributors noted experts on the topic offer a review of the new and challenging areas of multimedia data processing as well as state-of-the-art algorithms to solve the problems in an intelligent manner. The text provides a clear understanding of the real-life implementation of different statistical theories and explains how to implement various statistical theories. Intelligent Multi-Modal Data Processing is an authoritative guide for developing innovative research ideas for interdisciplinary research practices. Designed as a practical resource, the book contains tables to compare statistical analysis results of a novel technique to that of the state-of-the-art techniques and illustrations in the form of algorithms to establish a pre-processing and/or post-processing technique for model building. The book also contains images that show the efficiency of the algorithm on standard data set. This important book: Includes an in-depth analysis of the state-of-the-art applications of signal and data processing Contains contributions from noted experts in the field Offers information on hybrid differential evolution for optimal multilevel image thresholding Presents a fuzzy decision based multi-objective evolutionary method for video summarisation Written for students of technology and management, computer scientists and professionals in information technology, Intelligent Multi-Modal Data Processing brings together in one volume the range of multi-modal data processing.

Codice articolo LU-9781119571384

Dati bibliografici

• Titolo: Intelligent Multi-Modal Data Processing
• Editore: John Wiley and Sons Inc, US
• Data di pubblicazione: 2021
• Lingua: Inglese
• ISBN 10: 1119571383
• ISBN 13: 9781119571384
• Rilegatura: Hardback
• Condizione: New
• Peso: 650 grammi

Descrizione articolo

Riassunto

This book offers contributions on intelligent approach towards emerging areas in signal and data processing. Each chapter is expected to be self-contained and cover an in-depth analysis of state-of-the-art applications of signal and data. The book is aimed to encompass the following broad topics viz., (i) Image Processing, (ii) Audio Processing (iii) Video Processing (iv) Multimedia Data Security.