Title :
Text detection and recognition for person identification in videos
Author :
Poignant, Johann ; Thollard, Franck ; Quénot, Georges ; Besacier, Laurent
Author_Institution :
Grenoble INP, UJF - Grenoble 1, Grenoble, France
Abstract :
This article presents a demo of person search in audiovisual broadcast using only the text available in a video and in resources external to the video. We also present the different steps used to recognize characters in video for multi-modal person recognition systems. Text detection is realized using the text features (texture, color, contrast, geometry, temporal information). The text recognition itself is performed by the Google Tesseract free software. The method was successfully evaluated on a broadcast news corpus that contains 59 videos from the France 2 French TV channel.
Keywords :
audio-visual systems; broadcasting; text analysis; audio-visual broadcast; multimodal person recognition system; person identification; text detection; text recognition; Character recognition; Hidden Markov models; Multimedia communication; Optical character recognition software; Streaming media; Text recognition; Videos;
Conference_Titel :
Content-Based Multimedia Indexing (CBMI), 2011 9th International Workshop on
Conference_Location :
Madrid
Print_ISBN :
978-1-61284-432-9
Electronic_ISBN :
1949-3983
DOI :
10.1109/CBMI.2011.5972553