Soham Sarkar (editor) - Intelligent Multi-Modal Data Processing (The Wiley Series in Intelligent Signal and Data Processing)
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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:
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.
Soham Sarkar (editor): author's other books
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Edited by
Soham Sarkar
RCC Institute of Information Technology
Kolkata
India
Abhishek Basu
RCC Institute of Information Technology
Kolkata
India
Siddhartha Bhattacharyya
CHRIST (Deemed to be University)
Bangalore
India
This edition first published 2021
2021 John Wiley & Sons Ltd
All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronic, mechanical, photocopying, recording or otherwise, except as permitted by law. Advice on how to obtain permission to reuse material from this title is available at http://www.wiley.com/go/permissions.
The right of Soham Sarkar, Abhishek Basu, and Siddhartha Bhattacharyya to be identified as the authors of the editorial material in this work has been asserted in accordance with law.
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While the publisher and authors have used their best efforts in preparing this work, they make no representations or warranties with respect to the accuracy or completeness of the contents of this work and specifically disclaim all warranties, including without limitation any implied warranties of merchantability or fitness for a particular purpose. No warranty may be created or extended by sales representatives, written sales materials or promotional statements for this work. The fact that an organization, website, or product is referred to in this work as a citation and/or potential source of further information does not mean that the publisher and authors endorse the information or services the organization, website, or product may provide or recommendations it may make. This work is sold with the understanding that the publisher is not engaged in rendering professional services. The advice and strategies contained herein may not be suitable for your situation. You should consult with a specialist where appropriate. Further, readers should be aware that websites listed in this work may have changed or disappeared between when this work was written and when it is read. Neither the publisher nor authors shall be liable for any loss of profit or any other commercial damages, including but not limited to special, incidental, consequential, or other damages.
Library of Congress Cataloging-in-Publication Data
Names: Sarkar, Soham, 1982- editor. | Basu, Abhishek, 1983- editor. | Bhattacharyya, Siddhartha, 1975- editor.
Title: Intelligent multi-modal data processing / [edited by] Soham Sarkar, RCC Institute of Information Technology, IN, Abhishek Basu, RCC Institute of Information Technology, IN, Siddhartha Bhattacharyya, RCC Institute of Information Technology, IN.
Description: First edition. | Hoboken, NJ : John Wiley & Sons, Inc., [2021] | Includes bibliographical references and index.
Identifiers: LCCN 2020022619 (print) | LCCN 2020022620 (ebook) | ISBN 9781119571384 (hardback) | ISBN 9781119571421 (adobe pdf) | ISBN 9781119571438 (epub)
Subjects: LCSH: Optical data processing. | Multimodal user interfaces (Computer systems) | Artificial intelligence. | Digital watermarking. | Multisensor data fusion.
Classification: LCC TA1630 .I48 2020 (print) | LCC TA1630 (ebook) | DDC 006.7dc23
LC record available at https://lccn.loc.gov/2020022619
LC ebook record available at https://lccn.loc.gov/2020022620
Cover Design: Wiley
Cover Images: Sandipkumar Patel/Getty Images
To all who are fighting against climate change and plastic pollution, and working toward the preservation of forests and wildlife
S.S.
To my parents, Mr. Amiya Kumar Basu and Mrs. Namita Basu; my wife, Mrs. Sangita Basu; and my daughter, Ms. Aadrita Basu
A.B.
To Dr. Fr. Abraham Vettiyankal Mani, the Honorable Vice Chancellor, CHRIST (Deemed to be University), Bangalore, India
S.B.
Srijibendu Bagchi
Department of Electronics and Communication Engineering
RCC Institute of Information Technology
Kolkata
India
Abhishek Basu
Department of Electronics and Communication Engineering
RCC Institute of Information Technology
Kolkata
India
Nandan Bhattacharyya
Department of Electronics and Communication Engineering
RCC Institute of Information Technology
Kolkata
India
Siddhartha Bhattacharyya
Department of Computer Science and Engineering
CHRIST (Deemed to be University)
Bangalore
India
Avik Chattopadhyay
Institute of Radio Physics and Electronics
University of Calcutta
Kolkata
India
Sourav Das
Department of Information Technology
National Institute of Electronics and Information Technology (NIELIT)
Kolkata
India
Tirtha Sankar Das
Department of Electronics and Communication Engineering
Ramkrishna Mahato Government Engineering College
Purulia
India
Arunothpol Debnath
Department of Electronics and Communication Engineering
RCC Institute of Information Technology
Kolkata
India
Doaa Mohey Eldin
Faculty of Computers and Artificial Intelligence
Cairo University
Cairo
Egypt
Zinia Haque
Engineering Department
NB Institute for Rural Technology
Kolkata
India
Aboul Ella Hassanien
Faculty of Computers and Artificial Intelligence
Cairo University
Egypt
Ehab E. Hassanein
Faculty of Computers and Artificial Intelligence
Cairo University
Cairo
Egypt
Rajeev Kamal
Department of Electronics
Dayananda Sagar University School of Engineering
Bangalore
India
Samarjit Kar
Department of Mathematics
National Institute of Technology
Durgapur
India
Ranit Karmakar
Department of Computer Engineering
Michigan Technological University
Houghton
Michigan
USA
Anup Kumar Kolya
Department of Computer Science and Engineering
RCC Institute of Information Technology
Kolkata
India
Arindam Kundu
Capgemini
Maharashtra
India
Arnab Nandi
Department of Electronics and Communication Engineering
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