Edinburgh Research Explorer

The 2005 PASCAL visual object classes challenge

Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Mark Everingham
  • Andrew Zisserman
  • Luc Van Gool
  • Moray Allan
  • Olivier Chapelle
  • Navneet Dalal
  • Thomas Deselaers
  • Gyuri Dorko
  • Stefan Duffner
  • Jan Eichhorn
  • Jason D. R. Farquhar
  • Mario Fritz
  • Christophe Garcia
  • Tom Griffiths
  • Frederic Jurie
  • Daniel Keysers
  • Markus Koskela
  • Jorma Laaksonen
  • Diane Larlus
  • Bastian Leibe
  • Hongying Meng
  • Hermann Ney
  • Bernt Schiele
  • Cordelia Schmid
  • Edgar Seemann
  • John Shawe-Taylor
  • Sandor Szedmak
  • Bill Triggs
  • Ilkay Ulusoy
  • Ville Viitaniemi
  • Jianguo Zhang

Related Edinburgh Organisations

Original languageEnglish
Title of host publicationMachine Learning Challenges
Subtitle of host publicationEvaluating Predictive Uncertainty, Visual Object Classification, and Recognising Tectual Entailment
EditorsJ Quinonero-Candela, Dagan, B Magnini, F D'Alche-Buc
Place of PublicationBerlin
PublisherSpringer-Verlag Berlin Heidelberg
Number of pages60
ISBN (Electronic)978-3-540-33428-6
ISBN (Print)978-3-540-33427-9
Publication statusPublished - 2006
Event1st PASCAL Machine Learning Challenges Workshop (MLCW 2005) - Southampton, United Kingdom
Duration: 11 Apr 200513 Apr 2005

Publication series

NameLecture Notes in Computer Science
PublisherSpringer Berlin Heidelberg
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349


Conference1st PASCAL Machine Learning Challenges Workshop (MLCW 2005)
CountryUnited Kingdom


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.

    Research areas



1st PASCAL Machine Learning Challenges Workshop (MLCW 2005)


United Kingdom

Event: Conference

ID: 20027692