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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