Object Identification and Categorization with Visual Context: Hierarchical Graphical Model-based Approaches - Softcover

Kim, Sungho; So Kweon, In

 
9783639010336: Object Identification and Categorization with Visual Context: Hierarchical Graphical Model-based Approaches
Softcover
ISBN 10: 3639010337 ISBN 13: 9783639010336
Verlag: VDM Verlag Dr. Müller, 2008

Inhaltsangabe

The goal of object recognition is to label objects from images and to estimate the poses of the labeled objects. The field of object recognition has seen tremendous progress with successful applications in some specific domains such as face recognition. However, the current state-of-the-art methods show unsatisfactory results for more general object domains in complex natural environments with visual ambiguities. In this dissertation, we aim to enhance the object identification and categorization with theguide of visual context and graphical model. In this work, we propose a general framework for the cooperative object identification and object categorization. Examplars used in identification provide useful information of similarity in categorization. Conversely, novel objects are rejected in identification but the proposed object categorization can label the novel objects and segment them out for database update in identification. This work can be helpful to the engineers in artificial intelligence and machine vision.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
VDM Verlag Dr. Müller
Erscheinungsdatum
2008
Sprache
Englisch
ISBN 10 
3639010337
ISBN 13 
9783639010336
Einband
Taschenbuch
Anzahl der Seiten
208
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Zeitfracht Medien GmbH
info-medien@zeitfracht.de

Ferdinand-Jühlke-Straße 7
Erfurt
99095
Deutschland