Object Identification and Categorization with Visual Context

Name: Object Identification and Categorization with Visual Context
Brand: VDM Verlag Dr. Mueller E.K.
SKU: 9783639010336
Price: 75.76 EUR
Availability: InStock

Hierarchical Graphical Model-based Approaches

Autor: Sungho Kim, In So Kweon

Jazyk:

Väzba: Brožovaná

Vydavateľ: VDM Verlag Dr. Mueller E.K.

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The goal of object recognition is to label objects fromimages and to estimate the poses of the label...

Informácie o knihe

Autor

Sungho Kim, In So Kweon

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2008

Stránok

208

EAN

9783639010336

ISBN

3639010337

Enbook ID

06811092

Vydavateľ

VDM Verlag Dr. Mueller E.K.

Hmotnosť

286

Rozmery

152 x 229 x 11

Kompletný popis

The goal of object recognition is to label objects fromimages and to estimate the poses of the labeled objects. The fieldof object recognition has seen tremendous progress with successfulapplications in some specific domains such as face recognition.However, the current state-of-the-art methods show unsatisfactoryresults for more general object domains in complex naturalenvironments with visual ambiguities. In this dissertation, we aimto enhance the object identification and categorization with theguide of visual context and graphical model. In this work, wepropose a general framework for the cooperative objectidentification and object categorization. Examplars used inidentification provide useful information of similarity incategorization. Conversely, novel objects are rejected inidentification but the proposed object categorization can label thenovel objects and segment them out for database update inidentification. This work can be helpful to the engineers inartificial intelligence and machine vision.

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Object Identification and Categorization with Visual Context

Hierarchical Graphical Model-based Approaches

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Kompletný popis

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