Publications
Authors:
  • Gabriela Csurka , Jutta Willamowski , Chris Dance , Florent Perronnin
Citation:
ICIAP, Cagliari, Italy, 6-8 Sept 2005.
Abstract:
In this paper we introduce geometric information to improve the performance of a generic visual categorizer based on the bag of keypatches approach. More precisely we define a set of simple geometric relationships between interest points. Each relationship corresponds to a weak classifier and they are combined within a boosting framework. Experimental results are shown on a new challenging 10 class dataset.
Year:
2005
Report number:
2005/013