PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

A Machine Learning (Theory) Perspective on Computer Vision
Peter Auer
In: History of Computer Vision, Graz, Austria(2008).

Abstract

I will talk about my experience – as a machine learning person – with computer vision. When I came in touch with computer vision (2002), modern machine learning algorithms started to be used more regularly in computer vision, including Boosting and Support Vector Machines. I will give also a brief history of these algorithms. I believe that the challenging topics in computer vision have not changed much since 2002. Our project proposal from then is largely still a valid research agenda, and I will comment on some of the issues at the intersection of computer vision and machine learning.

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EPrint Type:Conference or Workshop Item (Invited Talk)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Computational, Information-Theoretic Learning with Statistics
Machine Vision
ID Code:4846
Deposited By:Peter Auer
Deposited On:24 March 2009