The 2005 PASCAL Visual Object Classes Challenge

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

The 2005 PASCAL Visual Object Classes Challenge

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

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

93 Citations (Scopus)

Original language	English
Title of host publication	Machine Learning Challenges.Evaluating Predictive Uncertainty, Visual Object Classification, and Recognizing Textual Entailment
Place of Publication	Berlin/Heidelberg
Publisher	Springer
Pages	117-176
ISBN (Print)	3-540-33427-0
Publication status	Published - 2006
MoE publication type	A3 Book section, Chapters in research books

Keywords

benchmark
challenge
evaluation
image classification
object detection

Cite this

Everingham, M., Zisserman, A., Williams, C. K. I., Gool, L. V., Allan, M., Bishop, C. M., Chapelle, O., Dalal, N., Deselaers, T., Dorkò, G., Duffner, S., Eichhorn, J., Farquhar, J. D. R., Fritz, M., Garcia, C., Griffiths, T., Jurie, F., Keysers, T., Koskela, M., ... Zhang, J. (2006). The 2005 PASCAL Visual Object Classes Challenge. In Machine Learning Challenges.Evaluating Predictive Uncertainty, Visual Object Classification, and Recognizing Textual Entailment (pp. 117-176). Springer.

@inbook{c2d3770adc374a4fa7ee7f48d2757f03,

title = "The 2005 PASCAL Visual Object Classes Challenge",

keywords = "benchmark, challenge, evaluation, image classification, object detection, benchmark, challenge, evaluation, image classification, object detection, benchmark, challenge, evaluation, image classification, object detection",

author = "Mark Everingham and Andrew Zisserman and Williams, {Christopher K.I.} and Gool, {Luc Van} and Moray Allan and Bishop, {Christopher M.} and Olivier Chapelle and Navneet Dalal and Thomas Deselaers and Gyuri Dork{\`o} and Stefan Duffner and Jan Eichhorn and Farquhar, {Jason D.R.} and Mario Fritz and Christophe Garcia and Tom Griffiths and Frederic Jurie and Thomas Keysers and Markus Koskela and Jorma Laaksonen and Diane Larlus and Bastian Leibe and Hongying Meng and Hermann Ney and Bernt Schiele and Cordelia Schmid and Edgar Seemann and John Shawe-Taylor and Amos Storkey and Sandor Szedmak and Bill Triggs and Ilkay Ulusoy and Ville Viitaniemi and Jianguo Zhang",

year = "2006",

language = "English",

isbn = "3-540-33427-0",

pages = "117--176",

booktitle = "Machine Learning Challenges.Evaluating Predictive Uncertainty, Visual Object Classification, and Recognizing Textual Entailment",

publisher = "Springer",

address = "Germany",

}

Everingham, M, Zisserman, A, Williams, CKI, Gool, LV, Allan, M, Bishop, CM, Chapelle, O, Dalal, N, Deselaers, T, Dorkò, G, Duffner, S, Eichhorn, J, Farquhar, JDR, Fritz, M, Garcia, C, Griffiths, T, Jurie, F, Keysers, T, Koskela, M, Laaksonen, J, Larlus, D, Leibe, B, Meng, H, Ney, H, Schiele, B, Schmid, C, Seemann, E, Shawe-Taylor, J, Storkey, A, Szedmak, S, Triggs, B, Ulusoy, I, Viitaniemi, V & Zhang, J 2006, The 2005 PASCAL Visual Object Classes Challenge. in Machine Learning Challenges.Evaluating Predictive Uncertainty, Visual Object Classification, and Recognizing Textual Entailment. Springer, Berlin/Heidelberg, pp. 117-176.

The 2005 PASCAL Visual Object Classes Challenge. / Everingham, Mark; Zisserman, Andrew; Williams, Christopher K.I. et al.
Machine Learning Challenges.Evaluating Predictive Uncertainty, Visual Object Classification, and Recognizing Textual Entailment. Berlin/Heidelberg: Springer, 2006. p. 117-176.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

TY - CHAP

T1 - The 2005 PASCAL Visual Object Classes Challenge

AU - Everingham, Mark

AU - Zisserman, Andrew

AU - Williams, Christopher K.I.

AU - Gool, Luc Van

AU - Allan, Moray

AU - Bishop, Christopher M.

AU - Chapelle, Olivier

AU - Dalal, Navneet

AU - Deselaers, Thomas

AU - Dorkò, Gyuri

AU - Duffner, Stefan

AU - Eichhorn, Jan

AU - Farquhar, Jason D.R.

AU - Fritz, Mario

AU - Garcia, Christophe

AU - Griffiths, Tom

AU - Jurie, Frederic

AU - Keysers, Thomas

AU - Koskela, Markus

AU - Laaksonen, Jorma

AU - Larlus, Diane

AU - Leibe, Bastian

AU - Meng, Hongying

AU - Ney, Hermann

AU - Schiele, Bernt

AU - Schmid, Cordelia

AU - Seemann, Edgar

AU - Shawe-Taylor, John

AU - Storkey, Amos

AU - Szedmak, Sandor

AU - Triggs, Bill

AU - Ulusoy, Ilkay

AU - Viitaniemi, Ville

AU - Zhang, Jianguo

PY - 2006

Y1 - 2006

KW - benchmark

KW - challenge

KW - evaluation

KW - image classification

KW - object detection

KW - benchmark

KW - challenge

KW - evaluation

KW - image classification

KW - object detection

KW - benchmark

KW - challenge

KW - evaluation

KW - image classification

KW - object detection

M3 - Chapter

SN - 3-540-33427-0

SP - 117

EP - 176

BT - Machine Learning Challenges.Evaluating Predictive Uncertainty, Visual Object Classification, and Recognizing Textual Entailment

PB - Springer

CY - Berlin/Heidelberg

ER -