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Video text detection [electronic resource]

Video text detection [electronic resource]

자료유형
E-Book(소장)
개인저자
Lu, Tong.
서명 / 저자사항
Video text detection [electronic resource] / Tong Lu ... [et al.].
발행사항
London :   Springer London :   Imprint: Springer,   2014.  
형태사항
1 online resource (x, 264 p.) : ill.
총서사항
Advances in computer vision and pattern recognition,2191-6586
ISBN
9781447165156
요약
Video text detection provides an efficient approach to the indexing, classification, retrieval and understanding of visual content. This unique text/reference 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. Topics and features: Explains the fundamental theory in a succinct manner, supplemented with thorough, up-to-date references for further reading Highlights practical techniques to help the reader understand and develop their own detection systems and video text-based applications Discusses the state of the field from historical progress to the latest cutting-edge developments Serves as an easy-to-navigate reference, presenting the material in self-contained chapters Reviews the entire process from pre-processing to post-processing, including non-English script detection and advanced multi-modal techniques This accessible yet comprehensive overview of video text detection is essential reading for advanced students and researchers in pattern recognition, document analysis, image processing, video retrieval and related fields.
일반주기
Title from e-Book title page.  
내용주기
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.
서지주기
Includes bibliographical references and index.
이용가능한 다른형태자료
Issued also as a book.  
일반주제명
Digital video. Computer vision.
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020 ▼a 9781447165156
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245 0 0 ▼a Video text detection ▼h [electronic resource] / ▼c Tong Lu ... [et al.].
260 ▼a London : ▼b Springer London : ▼b Imprint: Springer, ▼c 2014.
300 ▼a 1 online resource (x, 264 p.) : ▼b ill.
490 1 ▼a Advances in computer vision and pattern recognition, ▼x 2191-6586
500 ▼a Title from e-Book title page.
504 ▼a Includes bibliographical references and index.
505 0 ▼a 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.
520 ▼a Video text detection provides an efficient approach to the indexing, classification, retrieval and understanding of visual content. This unique text/reference 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. Topics and features: Explains the fundamental theory in a succinct manner, supplemented with thorough, up-to-date references for further reading Highlights practical techniques to help the reader understand and develop their own detection systems and video text-based applications Discusses the state of the field from historical progress to the latest cutting-edge developments Serves as an easy-to-navigate reference, presenting the material in self-contained chapters Reviews the entire process from pre-processing to post-processing, including non-English script detection and advanced multi-modal techniques This accessible yet comprehensive overview of video text detection is essential reading for advanced students and researchers in pattern recognition, document analysis, image processing, video retrieval and related fields.
530 ▼a Issued also as a book.
538 ▼a Mode of access: World Wide Web.
650 0 ▼a Digital video.
650 0 ▼a Computer vision.
700 1 ▼a Lu, Tong.
830 0 ▼a Advances in computer vision and pattern recognition.
856 4 0 ▼u https://oca.korea.ac.kr/link.n2s?url=http://dx.doi.org/10.1007/978-1-4471-6515-6
945 ▼a KLPA
991 ▼a E-Book(소장)

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