Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.14279/29285
Title: Building and using flexible models incorporating grey-level information
Authors: Cootes, Timothy F. 
Taylor, Chris J. 
Lanitis, Andreas 
Cooper, D.H. 
Graham, J. 
Major Field of Science: Social Sciences
Field Category: Computer and Information Sciences;Arts;Design
Keywords: Flexible objects models;Flexible models;Grey-level information;Compact models;2-D images;Labeled images;Flexible shape template;Statistical model;Local image search
Issue Date: 11-May-1993
Source: 4th International Conference on Computer Vision, 1993, Berlin, Germany
Conference: 4th International Conference on Computer Vision 
Abstract: This paper describes a technique for building compact models of the shape and appearance of flexible objects seen in 2-D images. The models are derived from the statistics of sets of labelled images of example objects. Each model consists of a flexible shape template, describing how important points of the object can vary, and a statistical model of the expected grey levels in regions around each model point. Such models have proved useful in a wide variety of applications. We describe how the models can be used in local image search and give examples of their application.
URI: https://hdl.handle.net/20.500.14279/29285
DOI: 10.1109/ICCV.1993.378212
Type: Conference Papers
Affiliation : University of Manchester 
Appears in Collections:Δημοσιεύσεις σε συνέδρια /Conference papers or poster or presentation

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