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How to tell the difference between a cat and a dog?

✍ Scribed by Nima Razavi; Golnoosh Samei; Masoud Alipour; Ali Farhadi

Publisher
John Wiley and Sons
Year
2006
Tongue
English
Weight
335 KB
Volume
16
Category
Article
ISSN
0899-9457

No coin nor oath required. For personal study only.

✦ Synopsis

Abstract

The aim of this work is to present a method in computer vision for model‐based object recognition by integration of texture, color, and partial silhouette matching cues. As a test problem, a challenging task of distinguishing between cats and dogs are proposed. No condition is imposed on the images. In spite of high intraclass variability of two classes (especially dogs), accuracy rate of over 92% is achieved. A novel method for integration of color information to textures is also presented. Β© 2007 Wiley Periodicals, Inc. Int J Imaging Syst Technol, 16, 234–239, 2006

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