Title :
Automatic Overlaid Text Detection, Extraction and Recognition for High Level Event/Concept Identification in Soccer Videos
Author :
Halin, Alfian Abdul ; Rajeswari, Mandava ; Ramachandram, Dhanesh
Author_Institution :
Fac. of Comput. Sci. & Info. Technol., Univ. Putra Malaysia, Serdang
Abstract :
Overlaid text appears frequently in broadcast sports video. They provide supplementary information regarding the happenings of a particular game. Examples include important events of interest such as bookings and substitutions in a soccer match. Furthermore, overlaid-text is displayed when a particular concept of interest is happening or has happened. This paper presents a technique to automatically detect only video frames that contain valid overlaid text. Experiments have shown reliable detection, extraction and recognition, whose results have been successfully used for domain concept understanding via matching with a soccer term database.
Keywords :
feature extraction; image matching; pattern recognition; text analysis; video signal processing; automatic overlaid text detection; broadcast sports video; high level event/concept identification; soccer term database; soccer videos; text extraction; text recognition; video frames; Broadcasting; Character recognition; Computer displays; Data mining; Event detection; Games; Histograms; Layout; Text recognition; Videos; Event Detection; Optical Character Recognition; Overlaid Text; Soccer Video Analysis; Sport Event Detection; Sport Video Analysis; Video Text; Video Understanding; Videotext; Videotext Keyword Matching;
Conference_Titel :
Computer and Electrical Engineering, 2008. ICCEE 2008. International Conference on
Conference_Location :
Phuket
Print_ISBN :
978-0-7695-3504-3
DOI :
10.1109/ICCEE.2008.15