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  1. International Journal of Document Analysis and Recognition (IJDAR)
  2. International Journal of Document Analysis and Recognition (IJDAR) : Volume 18
  3. International Journal of Document Analysis and Recognition (IJDAR) : Volume 18, Issue 3, September 2015
  4. A study of Bag-of-Visual-Words representations for handwritten keyword spotting
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International Journal of Document Analysis and Recognition (IJDAR) : Volume 20
International Journal of Document Analysis and Recognition (IJDAR) : Volume 19
International Journal of Document Analysis and Recognition (IJDAR) : Volume 18
International Journal of Document Analysis and Recognition (IJDAR) : Volume 18, Issue 4, December 2015
International Journal of Document Analysis and Recognition (IJDAR) : Volume 18, Issue 3, September 2015
Knowledge-driven understanding of images in comic books
A study of Bag-of-Visual-Words representations for handwritten keyword spotting
Integrating natural language processing with image document analysis: what we learned from two real-world applications
Toward automatic development of handwritten personal Farsi/Arabic OpenType $$^{\textregistered }$$ fonts
An efficient algorithm for Arabic optical font recognition using scale-invariant detector
Machine-assisted authentication of paper currency: an experiment on Indian banknotes
International Journal of Document Analysis and Recognition (IJDAR) : Volume 18, Issue 2, June 2015
International Journal of Document Analysis and Recognition (IJDAR) : Volume 18, Issue 1, March 2015
International Journal of Document Analysis and Recognition (IJDAR) : Volume 17
International Journal of Document Analysis and Recognition (IJDAR) : Volume 16
International Journal of Document Analysis and Recognition (IJDAR) : Volume 15
International Journal of Document Analysis and Recognition (IJDAR) : Volume 14
International Journal of Document Analysis and Recognition (IJDAR) : Volume 13
International Journal of Document Analysis and Recognition (IJDAR) : Volume 12
International Journal of Document Analysis and Recognition (IJDAR) : Volume 11
International Journal of Document Analysis and Recognition (IJDAR) : Volume 10
International Journal of Document Analysis and Recognition (IJDAR) : Volume 9
International Journal of Document Analysis and Recognition (IJDAR) : Volume 8
International Journal of Document Analysis and Recognition (IJDAR) : Volume 7
International Journal of Document Analysis and Recognition (IJDAR) : Volume 6
International Journal of Document Analysis and Recognition (IJDAR) : Volume 5
International Journal of Document Analysis and Recognition (IJDAR) : Volume 4
International Journal of Document Analysis and Recognition (IJDAR) : Volume 3
International Journal of Document Analysis and Recognition (IJDAR) : Volume 2
International Journal of Document Analysis and Recognition (IJDAR) : Volume 1

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A study of Bag-of-Visual-Words representations for handwritten keyword spotting

Content Provider Springer Nature Link
Author Aldavert, David Rusiñol, Marçal Toledo, Ricardo Lladós, Josep
Copyright Year 2015
Abstract The Bag-of-Visual-Words (BoVW) framework has gained popularity among the document image analysis community, specifically as a representation of handwritten words for recognition or spotting purposes. Although in the computer vision field the BoVW method has been greatly improved, most of the approaches in the document image analysis domain still rely on the basic implementation of the BoVW method disregarding such latest refinements. In this paper, we present a review of those improvements and its application to the keyword spotting task. We thoroughly evaluate their impact against a baseline system in the well-known George Washington dataset and compare the obtained results against nine state-of-the-art keyword spotting methods. In addition, we also compare both the baseline and improved systems with the methods presented at the Handwritten Keyword Spotting Competition 2014.
Starting Page 223
Ending Page 234
Page Count 12
File Format PDF
ISSN 14332833
Journal International Journal of Document Analysis and Recognition (IJDAR)
Volume Number 18
Issue Number 3
e-ISSN 14332825
Language English
Publisher Springer Berlin Heidelberg
Publisher Date 2015-05-01
Publisher Place Berlin, Heidelberg
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword Bag-of-Visual-Words Keyword spotting Handwritten documents Performance evaluation Image Processing and Computer Vision Pattern Recognition
Content Type Text
Resource Type Article
Subject Computer Science Applications Computer Vision and Pattern Recognition Software
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