Video Text Detection (Advances in Computer Vision and Pattern Recognition)

Lu, Tong/ Palaiahnakote, Shivakumara/ Tan, Chew Lim

Springer London Ltd（2016/09発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 264 p.
• 言語 ENG
• 商品コード 9781447170099
• DDC分類 006.696

Full Description

This book presents a systematic introduction to the latest developments in video text detection. Opening with a discussion of the underlying theory and a brief history of video text detection, the text proceeds to cover pre-processing and post-processing techniques, character segmentation and recognition, identification of non-English scripts, techniques for multi-modal analysis and performance evaluation. The detection of text from both natural video scenes and artificially inserted captions is examined. Various applications of the technology are also reviewed, from license plate recognition and road navigation assistance, to sports analysis and video advertising systems. Features: explains the fundamental theory in a succinct manner, supplemented with references for further reading; highlights practical techniques to help the reader understand and develop their own video text detection systems and applications; serves as an easy-to-navigate reference, presenting the material in self-contained chapters.

Contents

Introduction to Video Text Detection.- Video Pre-Processing.- Video Caption Detection.- Text Detection from Video Scenes.- Post-Processing of Video Text Detection.- Character Segmentation and Recognition.- Video Text Detection Systems.- Script Identification.- Text Detection in Multi-modal Video Analysis.- Performance Evaluation.