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» Aggregation-based model reduction of a Hidden Markov Model
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ICIP
2006
IEEE
14 years 9 months ago
Detecting Occlusion for Hidden Markov Modeled Shapes
In this paper, we present a novel occlusion detection scheme for hidden Markov modeled shapes. First, hidden Markov model (HMM) is built using multiple examples of the shape. A re...
Ninad Thakoor, Sungyong Jung, Jean Gao
IJCAI
2007
13 years 8 months ago
Dynamically Weighted Hidden Markov Model for Spam Deobfuscation
Spam deobfuscation is a processing to detect obfuscated words appeared in spam emails and to convert them back to the original words for correct recognition. Lexicon tree hidden M...
Seunghak Lee, Iryoung Jeong, Seungjin Choi
MVA
2007
309views Computer Vision» more  MVA 2007»
13 years 6 months ago
Robust Facial Feature Extraction Using Embedded Hidden Markov Model for Face Recognition under Large Pose Variation
We propose an algorithm for extracting facial features robustly from images for face recognition under large pose variation. Rectangular facial features are retrieved via the by-p...
Ping-Han Lee, Yun-Wen Wang, Jison Hsu, Ming-Hsuan ...
PRL
2007
131views more  PRL 2007»
13 years 6 months ago
A new look at discriminative training for hidden Markov models
ct 7 Discriminative training for hidden Markov models (HMMs) has been a central theme in speech recognition research for many years. 8 One most popular technique is minimum classiļ...
Xiaodong He, Li Deng
AE
2005
Springer
14 years 28 days ago
An Exponential Representation in the API Algorithm for Hidden Markov Models Training
In this paper, we show how an eļ¬ƒcient ant based algorithm, called API and initially designed to perform real parameter optimization, can be adapted to the diļ¬ƒcult problem of Hi...
Sebastien Aupetit, Nicolas Monmarché, Moham...