38 search results - page 2 / 8 » Deep-structured hidden conditional random fields for phoneti... |
74
Voted
ECAI
2006
Springer
15 years 1 months ago
2006
Springer
We describe Polynomial Conditional Random Fields for signal processing tasks. It is a hybrid model that combines the ability of Polynomial Hidden Markov models for modeling complex...
85
Voted
ICMCS
2007
IEEE
15 years 4 months ago
2007
IEEE
Automatic segmentation and classification of recorded meetings provides a basis towards understanding the content of a meeting. It enables effective browsing and querying in a me...
101
Voted
ATAL
2007
Springer
15 years 4 months ago
2007
Springer
Activity recognition is a key component for creating intelligent, multi-agent systems. Intrinsically, activity recognition is a temporal classification problem. In this paper, we...
128
Voted
ICDAR
2007
IEEE
15 years 4 months ago
2007
IEEE
The paper describes a lexicon driven approach for word recognition on handwritten documents using Conditional Random Fields(CRFs). CRFs are discriminative models and do not make a...
92
Voted
NIPS
2004
14 years 11 months ago
2004
We present a discriminative part-based approach for the recognition of object classes from unsegmented cluttered scenes. Objects are modeled as flexible constellations of parts co...