A generative model for multi class object recognition and detection


Ulusoy I.

ARTIFICIAL INTELLIGENCE AND NEURAL NETWORKS, vol.3949, pp.32-40, 2006 (Journal Indexed in SCI) identifier

  • Publication Type: Article / Article
  • Volume: 3949
  • Publication Date: 2006
  • Title of Journal : ARTIFICIAL INTELLIGENCE AND NEURAL NETWORKS
  • Page Numbers: pp.32-40

Abstract

In this study, a generative type probabilistic model is proposed for object recognition. This model is trained by weakly labelled images and performs classification and detection at the same time. When test on highly challenging data sets, the model performs good for both tasks (classification and detection).