 |
My ICIP 2006 Schedule
Note: Your custom schedule will not be saved unless you create a new account or login to an existing account.
Paper Detail
| Paper: | WP-P5.10 |
| Session: | Image/Video Storage and Retrieval |
| Time: | Wednesday, October 11, 14:20 - 17:00 |
| Presentation: |
Poster |
| Topic: |
Image & Video Storage and Retrieval: Video event detection |
| Title: |
HMM-BASED APPROACH FOR TEXT REGION DETECTION IN CODED VIDEO BITSTREAMS |
| Authors: |
Yutaka Nakano; University of Fukui | | | | | Takaaki Kashio; University of Fukui | | | | | Toshiyuki Yoshida; University of Fukui | | |
| Abstract: |
This paper proposes a novel text region detection technique based on a hidden Markov model (HMM) for MPEG-encoded bitstreams. Although enormos number of techniques have been proposed for a detection or a localization of text regions, an HMM-based approach has not been proposed as far as the authors know. First, two kind of feature value, i.e., prediction-mode-based and bit-amount-based ones, are extracted as temporal sequences from a target MPEG bitstream, which are then combined together to be fed into an HMM. Frames containing text regions in the bitstream can be detected directly from the state transition sequence by the HMM. Experimental results have demonstrated that the proposed technique achieves a precision of 92% and a recall of 75%. |
|
