Intelligent Multi-modal Data Processing

Title

Intelligent Multi-modal Data Processing

Creator

Sarkar S.; Basu A.; Bhattacharyya S.

Description

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. 2021 John Wiley & Sons Ltd. All rights reserved.

Source

Intelligent Multi-modal Data Processing, pp. 1-256.

Date

2021-01-01

Publisher

wiley

Coverage

Sarkar S., Department of Electronics and Communication Engineering, RCC Institute of Information Technology, Kolkata, India; Basu A., Department of Electronics and Communication Engineering, RCC Institute of Information Technology, Kolkata, India; Bhattacharyya S., Department of Computer Science and Engineering, CHRIST (Deemed to be University), Bangalore, India

Rights

Restricted Access

Relation

ISBN: 2020022620; 978-111957145-2; 2020022619; 978-111957138-4

Format

Online

Language

English

Type

Book

Identifier

https://doi.org/10.1002/9781119571452

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85152849524&doi=10.1002%2f9781119571452&partnerID=40&md5=5ff1019527bb3648f660a608bd63b381