Full Description
The book serve as a comprehensive guide to researchers, educators and technologists especially in the area of document image analysis for digital humanities. With the help of this ground-breaking book, learn how smartphone text image analysis could revolutionize world. This book examines how digital technology might improve textual artifact discovery, analysis, and interpretation via the perspective of interdisciplinary studies.The books feature practical insights into:Advanced techniques for smartphone text image analysis, innovative approaches to interdisciplinary research in digital humanities, the intersection of technology and textual analysis in diverse fields, case studies and examples showcasing real-world applications, strategies for gaining valuable insights from textual artifacts using digital tools.This book was composed in response to the growing need in interdisciplinary studies within the field of digital humanities for a comprehensive resource that focuses on leveraging digital technologies, particularly smartphone text image analysis techniques, for the exploration, analysis, and acquisition of insights from textual artifacts. Several factors implies the need of developments related to the field of document analysis for digital humanities.1.With the speed at which digital technologies are developing, particularly in the areas of image analysis and natural language processing, it is necessary to investigate the ways in which these technologies can be used to efficiently evaluate text images taken with smartphones.2.Working with scholars, technologists, educators, and policy makers, digital humanities is intrinsically interdisciplinary. This book fosters a bridge between the humanities and technology.3.Textual artifacts are rich sources of information and insights in a variety of fields, including linguistics, literature, history, and cultural studies. The application of advanced analytical methods to textual materials in order to extract relevant knowledge is becoming more and more popular.4.Text image analysis is now easier than ever to do thanks to the growing popularity of smartphones and other digital devices. The goal of this book is to provide professionals, educators, and researchers with useful tools and methods for utilizing widely accessible technologies to analyze text images.5.As digital humanities develop, so do the problems and opportunities for text image analysis. Some of these include handling a variety of languages, historical documents, and intricate textual structures. This book tackles these issues and looks at fresh directions for investigation.
Contents
Multimodal Hate Speech Detection in South Indian Languages using Attention and Transformers.- Improving Multilingual Speech Emotion Recognition in Tamil and English: From Speaker Dependence to Realistic Multimodal Fusion.- Florence-2 for Medical Visual Question Answering: Using a Cost-Efficient Fine-Tuning Approach.- Remote Sensing Imagery and Parallel Adapters for Flood Based Visual Question Answering.
