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The Pascal Visual Object Classes (VOC) Challenge

Abstract:

The Pascal Visual Object Classes (VOC) challenge is a benchmark in visual object category recognition and detection, providing the vision and machine learning communities with a standard dataset of images and annotation, and standard evaluation procedures. Organised annually from 2005 to present, the challenge and its associated dataset has become accepted as the benchmark for object detection. This paper describes the dataset and evaluation procedure. We review the state-of-the-art in evalua...

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Publication status:
Published

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Publisher copy:
10.1007/s11263-009-0275-4

Authors


Everingham, M More by this author
Van Gool, L More by this author
Williams, CKI More by this author
Zisserman, A More by this author
Journal:
INTERNATIONAL JOURNAL OF COMPUTER VISION
Volume:
88
Issue:
2
Pages:
303-338
Publication date:
2010-06-10
DOI:
EISSN:
1573-1405
ISSN:
0920-5691
URN:
uuid:8e9c1a89-e97d-4ca5-8581-a97a8cbb9f0a
Source identifiers:
62173
Local pid:
pubs:62173

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