The 2005 PASCAL visual object classes challenge

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

MACHINE LEARNING CHALLENGES, cilt.3944, ss.117-176, 2006 (SCI-Expanded) identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 3944
  • Basım Tarihi: 2006
  • Dergi Adı: MACHINE LEARNING CHALLENGES
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus, Compendex, EMBASE, MathSciNet, Philosopher's Index, zbMATH
  • Sayfa Sayıları: ss.117-176
  • Orta Doğu Teknik Üniversitesi Adresli: Evet

Özet

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.