Title
The 2005 PASCAL visual object classes challenge
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.
Year
DOI
Venue
2005
10.1007/11736790_8
MLCW
Keywords
Field
DocType
twelve team,pre-segmented object,evaluation criterion,pascal visual object classes,realistic scene,visual object class,pascal visual object class,object class,image,scale
Object detection,Computer science,Artificial intelligence,Contextual image classification,Machine learning,Visual Word
Conference
Volume
ISSN
ISBN
3944
0302-9743
3-540-33427-0
Citations 
PageRank 
References 
176
23.86
30
Authors
34
Search Limit
100176
Name
Order
Citations
PageRank
Mark Everingham15232282.93
Andrew Zisserman2459983200.71
Christopher K. I. Williams36807631.16
Luc Van Gool4275661819.51
Moray Allan528132.18
Christopher M. Bishop63385467.65
olivier chapelle75960455.12
Navneet Dalal810524480.85
Thomas Deselaers93569203.12
Gyuri Dorkó1027932.75
Stefan Duffner1134043.23
Jan Eichhorn1222726.87
Jason D. R. Farquhar1330630.33
Fritz, Mario142250140.82
Christophe Garcia1556249.05
Tom Griffiths1659270.64
Frédéric Jurie173924235.82
Daniel Keysers181737140.59
Markus Koskela1960159.43
Jorma Laaksonen201162176.93
Diane Larlus2186453.74
Bastian Leibe225191312.07
Hongying Meng2383269.39
Hermann Ney24141781506.93
Bernt Schiele2512901971.29
Cordelia Schmid26285811983.22
Edgar Seemann2779275.29
John Shawe-Taylor28118791518.73
Amos J. Storkey2995594.20
Sandor Szedmak3042636.31
Bill Triggs3116088861.35
Ilkay Ulusoy3241545.78
Ville Viitaniemi3330441.98
Jianguo Zhang3417623.86