A generative model for multi class object recognition and detection


Ulusoy I.

ARTIFICIAL INTELLIGENCE AND NEURAL NETWORKS, cilt.3949, ss.32-40, 2006 (SCI İndekslerine Giren Dergi)

  • Cilt numarası: 3949
  • Basım Tarihi: 2006
  • Dergi Adı: ARTIFICIAL INTELLIGENCE AND NEURAL NETWORKS
  • Sayfa Sayısı: ss.32-40

Özet

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).