Instantiating Deformable Models with a Neural Net
نویسندگان
چکیده
منابع مشابه
Instantiating Deformable Models with a Neural Net
Deformable models are an attractive approach to recognizing objects which have considerable within-class variability such as handwritten characters. However, there are severe search problems associated with tting the models to data which could be reduced if a better starting point for the search were available. We show that by training a neural network to predict how a deformable model should b...
متن کاملNOTE; Instantiating Deformable Models with a Neural Net
is illustrated in Fig. 1. This work can be seen as a specific example of ‘‘caching’’ or ‘‘compiling down’’ the results of Deformable models are an attractive approach to recognizing objects which have considerable within-class variability such previous searches to speed up running time. as handwritten characters. However, there are severe search This paper is structured as follows: Section I de...
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Deformable models are an attractive approach to recognizing nonrigid objects which have considerable within class variability. However, there are severe search problems associated with tting the models to data. We show that by using neural networks to provide better starting points, the search time can be signi cantly reduced. The method is demonstrated on a character recognition task. In previ...
متن کاملUsing a neural net to instantiate a deformable model
Deformable models are an attractive approach to recognizing non-rigid objects which have considerable within class variability. However , there are severe search problems associated with fitting the models to data. We show that by using neural networks to provide better starting points, the search time can be significantly reduced. The method is demonstrated on a character recognition task. In ...
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NOTE: This report is available both on paper and in electronic form. The electronic version may lack illustrations and special characters. The paper version is available from The University of Georgia. Human languages have both a surface structure and a deep structure. The surface structure of a language can be described by grammatical rules which generate its well-formed sentences. Deep struct...
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ژورنال
عنوان ژورنال: Computer Vision and Image Understanding
سال: 1997
ISSN: 1077-3142
DOI: 10.1006/cviu.1997.0540