Active exploration of training data for improved object detection

This thesis concerns the problem of object detection, which is defined as finding all instances of an object class of interest and fitting each of them with a tight bounding window. This seemingly easy task for humans is still extremely difficult for machines. However, recent advances in object de...

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Bibliographic Details
Main Author: Okuma, Kenji
Language:English
Published: University of British Columbia 2012
Online Access:http://hdl.handle.net/2429/40520