Image and Sound Processing for Social Media

Image and Sound Processing for Social Media is an essential guide for anyone looking to understand the basics of picture and sound processing. This book provides a comprehensive overview of the topic, covering everything from the foundations of image and sound processing to the latest developments in the field. With eight informative chapters, Image & Sound Processing is a must-read for anyone interested in this fascinating subject. The key objective of this book is to provide an introduction to fundamental concepts and methods for image and sound processing for social media and to lay the framework for future study and research in this area. This book is suitable for audience from all fields who are involved in social media image and sound processing. Cover 1 Title Page 5 Copyright 6 ABOUT THE AUTHOR 7 TABLE OF CONTENTS 9 List of Figures 13 List of Tables 17 List of Abbreviations 19 Preface 21 Chapter 1 Fundamentals of Image and Sound Processing 23 1.1. Introduction 24 1.2. Digital Image Display 29 1.3. Characteristics of Digital Image 35 1.4. Sound 39 1.5. Digital Sound 44 References 46 Chapter 2 Image Processing by Combining Human and Machine Computing 53 2.1. Introduction 54 2.2. Filtering the Image Stream from Social Media 54 2.3. Actionable Information Extraction: Damage Assessment 57 2.4. Studies on Image Processing 58 2.5. Data Collection and Annotation 63 2.6. Image Processing Pipeline for Social Media in Real-Time 67 2.7. Experimental Framework 72 2.8. System Performance Experiments 79 2.9. Summery 83 References 84 Chapter 3 Online Social Media Image Processing for Disaster Management 95 3.1. Introduction 96 3.2. Image Processing Pipeline 101 3.3. Crowd Task Manager 102 3.4. Dataset and System Assessment 103 3.5. Conclusions 105 References 106 Chapter 4 Understanding and Classifying Image Tweets 111 4.1. Introduction 112 4.2. What are Image Tweets? 113 4.3. Image and Text Relation 114 4.4. Visual/Non-Visual Classification 118 4.5. Experiment 120 4.6. Conclusion 121 References 123 Chapter 5 Uses of Digital Image Processing 129 5.1. Introduction 130 5.2. Uses of Digital Image Processing (DIP) 131 5.3. Diverse Dimensions of Signals 147 References 151 Chapter 6 Synthesized Sound Qualities and Self-presentation 157 6.1. Introduction 158 6.2. Synthesized Voice Choice 160 6.3. Sociophonetic Considerations of Voice 163 6.4. Online Presentation of Self 163 6.5. Voice-Based Social Media 165 6.6. Method 166 6.7. Findings 170 6.8. Discussion 179 References 186 Chapter 7 The Present and Future of Sound Processing 197 7.1. Introduction 198 7.2. Spatial Sound Systems 200 7.3. Headphone Based Spital Sound Processing 202 7.4. Analysis, Classification, and Separation of Sounds 212 7.5. Automatic Speech Recognition and Synthesis 214 7.6. Sound Compression 215 7.7. Expert Systems 217 7.8. Conclusion 218 References 219 Chapter 8 Mobile Sound Processing for Social Media 227 8.1. Introduction 228 8.2. Technological Advancements in the Mobile Sound Processing 229 8.3. Sound Recording Using Mobile Devices 231 8.4. Testing Different Recording Devices 232 8.5. Conclusion 237 References 238 Index 243 Back Cover 248