The Resource An image-classification leveraged object detector, by Miao Sun

An image-classification leveraged object detector, by Miao Sun

Label
An image-classification leveraged object detector
Title
An image-classification leveraged object detector
Statement of responsibility
by Miao Sun
Creator
Contributor
Author
Thesis advisor
Subject
Genre
Language
eng
Summary
Currently, the state-of-the-art image classification algorithms outperform the best available object detector by a big margin in terms of average precision. We therefore propose a simple yet principled approach to leverage object detection through image classification on supporting regions specified by a preliminary object detector. Using a simple bag-of-words model based image classification algorithm, we leverage the performance of the deformable model objector by 5% in average precision, leading to a best known results on the standard PASCAL 2007 dataset
Cataloging source
MUU
http://library.link/vocab/creatorName
Sun, Miao
Degree
M.S.
Dissertation note
Thesis
Dissertation year
2014.
Government publication
government publication of a state province territory dependency etc
Granting institution
University of Missouri--Columbia
Illustrations
illustrations
Index
no index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
  • theses
http://library.link/vocab/relatedWorkOrContributorName
Han, Xu
http://library.link/vocab/subjectName
  • Computer vision
  • Image processing
Label
An image-classification leveraged object detector, by Miao Sun
Instantiates
Publication
Note
  • "MAY 2014."
  • "A Dissertation Presented to the Faculty of the Graduate School at the University of Missouri In Partial Fulfillment of the Requirements for the Degree Master of Science."
  • Thesis supervisor: Dr. Tony X. Han
Accompanying material
2 supplementary files
Bibliography note
Includes bibliographical references (pages 35-38)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
956316770
Extent
1 online resource (viii, 38 pages)
Form of item
online
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
color illustrations +
Specific material designation
remote
System control number
(OCoLC)956316770
Label
An image-classification leveraged object detector, by Miao Sun
Publication
Note
  • "MAY 2014."
  • "A Dissertation Presented to the Faculty of the Graduate School at the University of Missouri In Partial Fulfillment of the Requirements for the Degree Master of Science."
  • Thesis supervisor: Dr. Tony X. Han
Accompanying material
2 supplementary files
Bibliography note
Includes bibliographical references (pages 35-38)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
956316770
Extent
1 online resource (viii, 38 pages)
Form of item
online
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
color illustrations +
Specific material designation
remote
System control number
(OCoLC)956316770

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