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Abstract: There has been substantial progress in the past decade in the development of object classifiers for images, for example of faces, humans and vehicles. (Update)
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BibTeX entry: (Update)
@misc{ williams-variational,
author = "Oliver Williams and Andrew Blake and Roberto Cipolla",
title = "The Variational Ising Classifier (VIC) Algorithm for Coherently Contaminated
Data",
url = "citeseer.ist.psu.edu/williams04variational.html" }
Citations (may not include all citations):2319 Elements of Information Theory (context) - Cover, Thomas - 1991
654 Fundamentals of Digital Image Processing (context) - Jain - 1989
335 Neural network-based face detection - Rowley, Baluja et al. - 1998
200 Training support vector machines: An application to face det.. - Osuna, Freund et al. - 1997
145 Rapid object detection using a boosted cascade of simple fea.. - Viola, Jones - 2001
105 Markov Random Fields and Their Applications (context) - Kindermann, Snell - 1980
96 Mean field theory for sigmoid belief networks - Saul, Jaakkola et al. - 1996
68 on Pattern Analysis and Machine Intelligence (context) - Geman, Geman et al. - 1984
50 Sparse Bayesian learning and the relevance vector machine - Tipping - 2001
40 Learning with Kernels: Support Vector Machines (context) - Scholkopf, Smola - 2001
22 An extended set of Haar-like features for rapid object detec.. (context) - Lienhart, Maydt - 2002
11 Tutorial on variational approximation methods - Jaakkola - 2000
9 Computationally efficient face detection (context) - Romdhani, Torr et al. - 2001
8 Spatial dependence in the observation of visual contours (context) - MacCormick, Blake - 1998
http://www.ai.mit.edu/projects/cbcl
Documents on the same site (http://mi.eng.cam.ac.uk/reports/index-vision.html): More
Sparse and Semi-supervised Visual Mapping with the S³GP - Williams, Blake, Cipolla (2006) (Correct)
Analysis and Computation of an Affine Trifocal Tensor - Mendonca, Cipolla (Correct)
3D Model Acquisition from Uncalibrated Images - Cipolla, Boyer (Correct)
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