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118
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ML
2007
ACM
156views Machine Learning» more  ML 2007»
15 years 3 days ago
Active learning for logistic regression: an evaluation
Which active learning methods can we expect to yield good performance in learning binary and multi-category logistic regression classifiers? Addressing this question is a natural ...
Andrew I. Schein, Lyle H. Ungar
77
Voted
CVPR
1999
IEEE
16 years 2 months ago
Multiscale Image Registration Using Scale Trace Correlation
This paper presents a method for registering images at different magnifications (scales) by treating the problem not only as one of scaling the image coordinates but also as one i...
Bruce B. Hansen, Bryan S. Morse
91
Voted
CVPR
1999
IEEE
16 years 2 months ago
Harmonic Maps and Their Applications in Surface Matching
* The surface-matching problem is investigated in this paper using a mathematical tool called harmonic maps. The theory of harmonic maps studies the mapping between different metri...
Dongmei Zhang, Martial Hebert
94
Voted
CVPR
2004
IEEE
16 years 2 months ago
A Rao-Blackwellized Particle Filter for EigenTracking
Subspace representations have been a popular way to model appearance in computer vision. In Jepson and Black's influential paper on EigenTracking, they were successfully appl...
Zia Khan, Tucker R. Balch, Frank Dellaert
117
Voted
CVPR
2008
IEEE
16 years 2 months ago
Radiometric calibration using temporal irradiance mixtures
We propose a new method for sampling camera response functions: temporally mixing two uncalibrated irradiances within a single camera exposure. Calibration methods rely on some kn...
Bennett Wilburn, Hui Xu, Yasuyuki Matsushita