Overview of Appearance Based Methods in Computer Vision
Citation:
Duffy, Nicola. 'Overview of Appearance Based Methods in Computer Vision'. - Dublin, Trinity College Dublin, Department of Computer Science, TCD-CS-1999-51, 1999, pp20Download Item:
TCD-CS-1999-51.pdf (PDF) 149.7Kb
Abstract:
Appearance based methods turned traditional computer vision approaches to
object recognition upside down. Instead of going from image to 3D model and
matching that model to models of know objects, appearance based methods stay
in the 2D image domain. Objects are modelled based on how they can appear in
images, and this is learned directly from images; it is not necessary to have any
explicit knowledge of the shape or re
ectance properties of the object.
This technical report presents an overview of appearance based methods in
computer vision.
Author: Duffy, Nicola
Publisher:
Trinity College Dublin, Department of Computer ScienceType of material:
Technical ReportCollections:
Series/Report no:
Computer Science Technical ReportTCD-CS-1999-51
Availability:
Full text availableKeywords:
Computer ScienceLicences: