19 search results - page 1 / 4 » An ICA Mixture Hidden Markov Model for Video Content Analysi... |
105
Voted
TCSV
2008
14 years 10 months ago
2008
In this paper, a new theoretical framework based on hidden Markov model (HMM) and independent component analysis (ICA) mixture model is presented for content analysis of video, nam...
ICIP
2006
IEEE
15 years 12 months ago
2006
IEEE
In this paper, a framework that combines feature extraction, model learning, and likelihood computation, is presented for video event detection. First, the independent component a...
105
Voted
CVPR
2006
IEEE
16 years 9 days ago
2006
IEEE
We present an automated method for the tracking and dynamics modeling of microtubules -a major component of the cytoskeleton- which provides researchers with a previously unattain...
115
Voted
PAA
2006
14 years 10 months ago
2006
We present our studies on the application of Coupled Hidden Markov Models(CHMMs) to sports highlights extraction from broadcast video using both audio and video information. First,...
111
Voted
ICASSP
2011
IEEE
14 years 2 months ago
2011
IEEE
In this paper, we present a new independent component analysis mixture vector quantization (ICAMVQ) method to summarize the video content. In particular, independent component ana...