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IBPRIA
2003
Springer
15 years 11 months ago
Recovering Camera Motion in a~Sequence of Underwater Images through Mosaicking
A procedure for automatic mosaic construction over long image sequences is presented. This mosaic is used by an underwater vehicle to estimate its motion with respect to the ocean ...
Rafael García, Xavier Cufí, Viorela ...
ICIP
1999
IEEE
15 years 10 months ago
Real-Time Image Mosaicing from a Video Sequence
This paper describes a fast and robust image registration method that can be used to create a panoramic image/video from video sequences. To estimate alignment parameters for imag...
Masakatsu Kourogi, Takeshi Kurata, Junichi Hoshino...
ESANN
2007
15 years 7 months ago
One-class SVM regularization path and comparison with alpha seeding
One-class support vector machines (1-SVMs) estimate the level set of the underlying density observed data. Aside the kernel selection issue, one difficulty concerns the choice of t...
Alain Rakotomamonjy, Manuel Davy
NIPS
2004
15 years 7 months ago
Breaking SVM Complexity with Cross-Training
We propose to selectively remove examples from the training set using probabilistic estimates related to editing algorithms (Devijver and Kittler, 1982). This heuristic procedure ...
Gökhan H. Bakir, Léon Bottou, Jason We...
ACL
1998
15 years 7 months ago
Feature Lattices for Maximum Entropy Modelling
Maximum entropy framework proved to be expressive and powerful for the statistical language modelling, but it suffers from the computational expensiveness of the model building. T...
Andrei Mikheev