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020 _a9781447165156
_9978-1-4471-6515-6
024 7 _a10.1007/978-1-4471-6515-6
_2doi
050 4 _aTA1637-1638
050 4 _aTA1634
072 7 _aUYT
_2bicssc
072 7 _aUYQV
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072 7 _aCOM012000
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082 0 4 _a006.6
_223
082 0 4 _a006.37
_223
100 1 _aLu, Tong.
_eauthor.
245 1 0 _aVideo Text Detection
_h[electronic resource] /
_cby Tong Lu, Shivakumara Palaiahnakote, Chew Lim Tan, Wenyin Liu.
264 1 _aLondon :
_bSpringer London :
_bImprint: Springer,
_c2014.
300 _aX, 264 p. 160 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aAdvances in Computer Vision and Pattern Recognition,
_x2191-6586
505 0 _aIntroduction 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 _aVideo 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.
650 0 _aComputer science.
650 0 _aImage processing.
650 1 4 _aComputer Science.
650 2 4 _aImage Processing and Computer Vision.
700 1 _aPalaiahnakote, Shivakumara.
_eauthor.
700 1 _aTan, Chew Lim.
_eauthor.
700 1 _aLiu, Wenyin.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9781447165149
830 0 _aAdvances in Computer Vision and Pattern Recognition,
_x2191-6586
856 4 0 _uhttp://dx.doi.org/10.1007/978-1-4471-6515-6
912 _aZDB-2-SCS
942 _cEBK
999 _c55991
_d55991