Bayesian Learning for Efficient Visual Inference

Bayesian Learning for Efficient Visual Inference (2005)

Cached

Download Links

[www.research.microsoft.com]

by Oliver Michael Christian Williams

BibTeX

@MISC{Williams05bayesianlearning,
    author = {Oliver Michael Christian Williams},
    title = {Bayesian Learning for Efficient Visual Inference},
    year = {2005}
}

Bookmark

OpenURL

Abstract

Citations

6694	Statistical Learning Theory - Vapnik - 1998
6514	Elements of Information Theory - Cover, Thomas - 1991
3909	Neural networks for pattern recognition - Bishop - 1995
3011	Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images - Geman - 1984
2438	Snakes: active contour models - Kass, Witkin, et al. - 1988
2367	A computational approach to edge detection - Canny - 1987
2198	Fuzzy sets - Zadeh - 1965
1752	Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography - Fischler, Bolles - 1981
1714	Schapire R: A decision-theoretic generalization of online learning and an application to boosting - Freund - 1997
1655	A tutorial on support vector machines for pattern recognition - Burges - 1998
1484	D: Pattern Classification - Duda, Hart, et al.
1466	Numerical Recipes in C. The Art of Scientific Computing - PRESS, FLANNERY, et al. - 1988
1376	Determining optical flow - Horn, Schunck - 1981
1371	Rapid object detection using a boosted cascade of simple features - Viola, Jones - 2001
1273	Robot vision - Horn - 1986
1252	A combined corner and edge detector - Harris, Stephens - 1988
1228	A global geometric framework for nonlinear dimensionality reduction - Tenenbaum, Silva, et al. - 2000
1156	Nonlinear dimensionality reduction by locally linear embedding - Roweis, Saul - 2000
1025	View-based active appearance models - Cootes, Walker, et al. - 2000
946	Combining labeled and unlabeled data with co-training - Blum, Mitchell - 1998
917	Statistical decision theory and Bayesian analysis - Berger - 1985
907	Pfinder: Real-Time Tracking of the Human Body - Wren, Azarbayejani, et al. - 1997
813	Active shape models - their training and application - Cootes, Taylor, et al. - 1995
759	Information Theory, Inference and Learning Algorithms - Mackay - 2003
695	A.: Face recognition using eigenfaces - TURK, PENTLAND - 1991
688	The Design and Use of Steerable Filters - Freeman, Adelson - 1991
646	Object class recognition by unsupervised scale-invariant learning - Fergus, Perona, et al.
634	Adaptive background mixture models for real-time tracking - Stauffer, Grimson - 1999
595	Finite Mixture Models - McLachlan, Peel - 1997
515	K: Irrelevant features and the subset selection problem - GH, Kohavi, et al.
511	DM: Statistical Analysis of Finite Mixture Distributions Chichester - Titterington - 1985
503	Active contours - Blake - 1998
488	A: Visual tracking by stochastic propagation of conditional density - Isard, Blake - 1996
471	An experimental comparison of mincut/max-flow algorithms for energy minimization in vision - Boykov, Kolmogorov - 2004
454	Training support vector machines: an application to face detection - Osuna, Freund, et al. - 1997
453	Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by twodimensional visual cortical filters - Daugman - 1985
446	Eigentracking: Robust matching and tracking of articulated objects using a view-based representation - Black, Jepson - 1998
431	An introduction to variable and feature selection - Guyon, Elisseeff - 2003
430	The robust estimation of multiple motions: parametric and piecewise-smooth flow fields. Computer Vision and Image Understanding - Black, Anandan
424	Real-time tracking of non-rigid objects using mean shift - Comaniciu, Ramesh, et al. - 2000
410	Multiple imputation for nonresponse in surveys - Rubin - 1987
402	Active learning with statistical models - Cohn, Ghahramani, et al. - 1996
383	Multiple View Geometry - Hartley, Zisserman - 2003
383	Unsupervised Word Sense Disambiguation Rivaling Supervised Methods - Yarowsky - 1995
382	T.: Learning low-level vision - FREEMAN, PASZTOR, et al.
380	Sparse Bayesian learning and the Relevance Vector Machine - Tipping
356	Kernel-based object tracking - Comaniciu, Ramesh, et al.
353	Efficient region tracking with parametric models of geometry and illumination - Hager, Belhumeur - 1998
340	Selection of relevant features and examples in machine learning - Blum, Langley - 1997
325	Semi-supervised learning using gaussian fields and harmonic functions - Zhu, Ghahramani, et al.