Describing and Recognizing 3-D Objects Using Surface Properties

Name: Describing and Recognizing 3-D Objects Using Surface Properties
Brand: Springer-Verlag New York Inc.
SKU: 9781461287872
Price: 99.88 EUR
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Autor: Ting-Jun Fan

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer-Verlag New York Inc.

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Surface properties play a very important role in many perception tasks. Object recognition, navigati...

Informácie o knihe

Autor

Ting-Jun Fan

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2011

Stránok

142

EAN

9781461287872

ISBN

1461287871

Enbook ID

06795890

Vydavateľ

Springer-Verlag New York Inc.

Hmotnosť

254

Rozmery

155 x 235 x 9

Kompletný popis

Surface properties play a very important role in many perception tasks. Object recognition, navigation, and inspection use surface properties ex tensively. Characterizing surfaces at different scales in given data is often the first and possibly the most important step. Most early research in ma chine perception relied on only very coarse characterization of surfaces. In the last few years, surface characterization has been receiving due attention. Dr. T. J. Fan is one of the very few researchers who designed and im plemented a complete system for object recognition. He studied issues re lated to characterization of surfaces in the context of object recognition, and then uses the features thus developed for recognizing objects. He uses a multi-view representation of 3-D objects for recognition, and he devel ops techniques for the segmentation of range images to obtain features for recognition. His matching approach also allows him to recognize objects from their partial views in the presence of other occluding objects. The efficacy of his approach is demonstrated in many examples.

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Describing and Recognizing 3-D Objects Using Surface Properties

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