The 2005 PASCAL visual object classes challenge


Everingham M., Zisserman A., Williams C. K. I. , Van Gool L., Allan M., Bishop C. M. , ...More

MACHINE LEARNING CHALLENGES, vol.3944, pp.117-176, 2006 (Journal Indexed in SCI) identifier

  • Publication Type: Article / Article
  • Volume: 3944
  • Publication Date: 2006
  • Title of Journal : MACHINE LEARNING CHALLENGES
  • Page Numbers: pp.117-176

Abstract

The PASCAL Visual Object Classes Challenge ran from February to March 2005. The goal of the challenge was to recognize objects from a number of visual object classes in realistic scenes (i.e. not pre-segmented objects). Four object classes were selected: motorbikes, bicycles, cars and people. Twelve teams entered the challenge. In this chapter we provide details of the datasets, algorithms used by the teams, evaluation criteria, and results achieved.