Half Ellipses

Name: Half Ellipses
Brand: Sudwestdeutscher Verlag Fur Hochschulschriften AG
SKU: 9783838131405
Price: 258.7 RON
Availability: InStock

A New Approach to Object Recognition

Autor: Nikolai Sergeev

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Editura: Sudwestdeutscher Verlag Fur Hochschulschriften AG

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258.70 lei

In this book a new approach to object recognition will be introduced. The basic idea of the approach...

Informații despre carte

Autor

Nikolai Sergeev

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2012

Pagini

104

EAN

9783838131405

ISBN

3838131401

Enbook ID

07088498

Editura

Sudwestdeutscher Verlag Fur Hochschulschriften AG

Greutate

163

Dimensiuni

152 x 229 x 6

Descriere completă

In this book a new approach to object recognition will be introduced. The basic idea of the approach is to compare two combinations of half ellipses. It is to find out whether the combinations can be at least partially transformed in each other through an affine mapping. As the transformation can be partial the system is robust to occlusion. The transformation does not have to be exact. Two combinations being able to be transformed in each other approximately with an error up to some epsilon-bound are regarded as similar. The epsilon-error tolerance makes the system robust to deformation. Further attractive properties of the approach are: capability to stable separation of a single object from its background or of several objects partially occluding each other from one another, capability to learn a new object in a time independent of the number of objects already learned, color information can be ignored or combined with form representation. Additionally a new near neighbor search algorithm developed to handle the representation based on half ellipses will be introduced.

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Half Ellipses

A New Approach to Object Recognition

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