Intelligent Multi-Modal Data Processing

Soham Sarkar, Abhishek Basu, Siddhartha Bhattacharyya, Soham Sarkar, Abhishek Basu, Siddhartha Bhattacharyya

• Publisher: Wiley
• Year: 2021
• Print ISBN: 9781119571384
• eBook ISBN: 9781119571438
• Edition: 1
• Topic: Technology & Engineering
• Subtopic: Data Processing
• Index: Technology & Engineering

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.

Table of contents

• Cover
• Table of Contents
• Title Page
• Copyright
• Dedication
• List of contributors
• Series Preface
• Preface
• About the Companion Website
• 1 Introduction
• 2 Progressive Performance of Watermarking Using Spread Spectrum Modulation
• 3 Secured Digital Watermarking Technique and FPGA Implementation
• 4 Intelligent Image Watermarking for Copyright Protection
• 5 Video Summarization Using a Dense Captioning (DenseCap) Model
• 6 A Method of Fully Autonomous Driving in Self-Driving Cars Based on Machine Learning and Deep Learning
• 7 The Problem of Interoperability of Fusion Sensory Data from the Internet of Things
• 8 Implementation of Fast, Adaptive, Optimized Blind Channel Estimation for Multimodal MIMO-OFDM Systems Using MFPA
• 9 Spectrum Sensing for Cognitive Radio Using a Filter Bank Approach
• 10 Singularity Expansion Method in Radar Multimodal Signal Processing and Antenna Characterization
• 11 Conclusion
• Index
• End User License Agreement