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Object Identification and Categorization with Visual Context

Name: Object Identification and Categorization with Visual Context
Brand: VDM Verlag Dr. Mueller E.K.
SKU: 06811092
Price: 31163 HUF
Availability: InStock
Author: Sungho Kim
ISBN: 9783639010336

Hierarchical Graphical Model-based Approaches

Sungho Kim

In So Kweon

Language

English

Book Paperback

Libristo code: 06811092

Publishers VDM Verlag Dr. Mueller E.K., May 2008

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

Libristo code: 06811092

214 b

31 163 Ft

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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.