350 search results - page 3 / 70 » A Conditional Random Field Model for Video Super-resolution |
141
Voted
ICML
2001
IEEE
16 years 3 months ago
2001
IEEE
We present conditional random fields, a framework for building probabilistic models to segment and label sequence data. Conditional random fields offer several advantages over hid...
113
Voted
ICDAR
2007
IEEE
15 years 9 months ago
2007
IEEE
This work relates to the implementation of a 2D conditional random field model in the context of document image analysis. Our model makes it possible to take variability into acco...
131
Voted
ICCPOL
2009
Springer
15 years 16 days ago
2009
Springer
Conditional random fields (CRFs) have been quite successful in various machine learning tasks. However, as larger and larger data become acceptable for the current computational ma...
161
Voted
ACL
2004
15 years 4 months ago
2004
This paper describes discriminative language modeling for a large vocabulary speech recognition task. We contrast two parameter estimation methods: the perceptron algorithm, and a...
141
Voted
ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
In sequence modeling, we often wish to represent complex interaction between labels, such as when performing multiple, cascaded labeling tasks on the same sequence, or when longra...