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Proceedings Article, Paper
@InProceedings
Beitrag in Tagungsband, Workshop

Author, Editor
Author(s):
Benenson, Rodrigo
Omran, Mohamed
Hosang, Jan
Schiele, Bernt
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Editor(s):
BibTeX cite key*:
Benenson2014Eccvw
Title, Booktitle
Title*:
Ten Years of Pedestrian Detection, What Have We Learned?
Booktitle*:
2nd Workshop on Computer Vision for Road Scene Understanding and Autonomous Driving (CVRSUAD, ECCV Workshop)
Event, URLs
Conference URL::
https://cvrsuad2014.forge.nicta.com.au/
Downloading URL:
Event Address*:
Zurich, Switzerland
Language:
English
Event Date*
(no longer used):
Organization:
Event Start Date:
7 September 2014
Event End Date:
7 September 2014
Publisher
Name*:
Springer
URL:
http://link.springer.com/
Address*:
Luxembourg
Type:
Vol, No, Year, pp.
Series:
Volume:
Number:
Month:
Pages:
Year*:
2014
VG Wort Pages:
ISBN/ISSN:
Sequence Number:
DOI:
Note, Abstract, ©
(LaTeX) Abstract:
Paper-by-paper results make it easy to miss the forest for the trees.We analyse the remarkable progress of the last decade by dis-cussing the main ideas explored in the 40+ detectors currently present in the Caltech pedestrian detection benchmark. We observe that there exist three families of approaches, all currently reaching similar detection quality. Based on our analysis, we study the complementarity of the most promising ideas by combining multiple published strategies. This new decision forest detector achieves the current best known performance on the challenging Caltech-USA dataset.
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Access Level:
Internal

Correlation
MPG Unit:
Max-Planck-Institut für Informatik
MPG Subunit:
Computer Vision and Multimodal Computing
Audience:
experts only
Appearance:
MPII WWW Server, MPII FTP Server, MPG publications list, university publications list, working group publication list, Fachbeirat, VG Wort



BibTeX Entry:

@INPROCEEDINGS{Benenson2014Eccvw,
AUTHOR = {Benenson, Rodrigo and Omran, Mohamed and Hosang, Jan and Schiele, Bernt},
TITLE = {Ten Years of Pedestrian Detection, What Have We Learned?},
BOOKTITLE = {2nd Workshop on Computer Vision for Road Scene Understanding and Autonomous Driving (CVRSUAD, ECCV Workshop)},
PUBLISHER = {Springer},
YEAR = {2014},
ADDRESS = {Zurich, Switzerland},
}


Entry last modified by Mohamed Omran, 11/27/2014
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Editor(s)
Mohamed Omran
Created
11/27/2014 14:52:35
Revision
0.



Editor
Mohamed Omran



Edit Date
11/27/2014 02:52:35 PM