Intelligent Multi-Modal Data Processing (eBook)

Soham Sarkar, Abhishek Basu, Siddhartha Bhattacharyya (Herausgeber)

eBook Download: PDF

2021 | 1. Auflage
288 Seiten
John Wiley & Sons (Verlag)
978-1-119-57142-1 (ISBN)

Infos

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.

Autor

Soham Sarkar, PhD, is an Assistant Professor in the Department of Electronics and Communication Engineering of RCC Institute of Information Technology, Kolkata, India. Abhishek Basu, PhD, is an Assistant Professor and former Head of the Department of Electronics and Communication Engineering department of RCC Institute of Information Technology, Kolkata, India. Siddhartha Bhattacharyya, PhD, is a Professor of Computer Science and Engineering at CHRIST (Deemed to be University), Bangalore, India.

Inhalt

Dedication

Preface

Chapter 1 Introduction

Soham Sarkar, RCC Institute of Information Technology, India

Abhishek Basu, RCC Institute of Information Technology, India

Siddhartha Bhattacharyya, RCC Institute of Information Technology, India

Chapter 2 Progressive Performance of Watermarking Using Spread Spectrum Modulation

Arunothpol Debnath, RCC Institute of Information Technology, India

Anirban Saha, Supreme Knowledge Foundation Group of Institutions Purulia, India

Tirtha Sankar Das, Ramkrishna Mahato Government Engineering College, India

Abhishek Basu, RCC Institute of Information Technology, India

Avik Chattopadhyay, University of Calcutta, India

Chapter 3 Secured Digital Watermarking Technique and FPGA Implementation

Ranit Karmakar, Michigan Technological University, USA

Zinia Haque, NB Institute for Rural Technology, India

Tirtha Sankar Das, Ram Krishna Mahato Government Engineering College Purulia, India

Rajeev Kamal, Dayananda Sagar University School of Engineering, India

Chapter 4 Intelligent Image Watermarking for Copyright Protection

Subhrajit Sinha Roy, RCC Institute of Information Technology, India

Abhishek Basu, RCC Institute of Information Technology, India

Avik Chattopadhyay, University of Calcutta, India

Chapter 5 Video Summarization using Dense Captioning Model

Arindm Kundu1, Capgemini, India

Sourav Das, National Institute of Electronics and Information Technology (NIELIT) Kolkata, India

Anup Kumar Kolya, RCC Institute of Information Technology, India

Chapter 6 A method of fully Autonomous Driving in Self Driving Car based on Machine Learning and Deep Learning

Harinandan Tunga, RCC Institute of Information Technology, India

Rounak Saha, RCC Institute of Information Technology, India

Samarjit Kar, NIT Durgapur, India

Chapter 7 Interoperability Deep Learning algorithms for MultiModel Data Fusion in the Internet-of-Things

Doaa Mohey Eldin, Cairo University, Egypt

Aboul Ella Hassanien, Cairo University, Egypt

Ehab Ezat, Cairo University, Egypt

Chapter 8 Implementation of Adaptive Optimized Fast Blind Channel Estimation of MIMO-OFDM Systems using MFPA

Shovon Nandi, Bengal Institute of Technology, India

Narendra Nath Pathak, Dr. B. C. Roy Engineering College, India

Arnab Nandi, National Institute of Technology, Silchar, India

Chapter 9 Spectrum Sensing for Cognitive Radio by Filter Bank Approach

Srijibendu Bagchi, RCC Institute of Information Technology, India

Jawad Yaseen Siddiqui, University of Calcutta, India

Chapter 10 Application of Singularity Expansion Method in Electromagnetism

Nandan Bhattacharyya, RCC Institute of Information Technology, India

Jawad Yaseen Siddiqui, University of Calcutta, India

Chapter 11 Conclusion

Soham Sarkar, RCC Institute of Information Technology, India

Abhishek Basu, RCC Institute of Information Technology, India

Siddhartha Bhattacharyya, RCC Institute of Information Technology, India

Produkt-Details

• Erscheint lt. Verlag: 6.4.2021
• Reihe/Serie: The Wiley Series in Intelligent Signal and Data Processing
• Sprache: englisch
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Technik ► Bauwesen
• Schlagworte: Artificial Intelligence • Bauingenieur- u. Bauwesen • Civil Engineering & Construction • Computer Science • Data processing • Datenverarbeitung • Datenverarbeitung im Bauwesen • Informatik • Künstliche Intelligenz
• ISBN-10: 1-119-57142-1 / 1119571421
• ISBN-13: 978-1-119-57142-1 / 9781119571421