Instant Bag-of-Words served on a laptop
Authors: 
Jasper Uijlings, Ork de Rooij, Daan Odijk, Arnold Smeulders, Marcel WorringAuthors Info & Claims
Jasper Uijlings, Ork de Rooij, Daan Odijk, Arnold Smeulders, Marcel WorringAuthors Info & ClaimsArticle No.: 69, Pages 1 - 2
Abstract
This demo showcases our realtime implementation of concept classification using the Bag-of-Words method embedded within MediaTable, our interactive categorization tool for large multimedia collections. MediaTable allows the users to open images from disk or download these directly from the internet. Each image is then processed using the Bag-of-Words method, which computes classification scores for 20 distinct concepts classes on the fly. These are then seamlessly displayed in the interface.
References
[1]
O. de Rooij, M. Worring, and J. van Wijk. Mediatable: Interactive categorization of multimedia collections. IEEE Computer Graphics and Applications, 30(5):42--51, Sept. 2010.
[2]
S. Maji, A. Berg, and J. Malik. Classification using intersection kernel support vector machines is efficient. In IEEE Conference on Computer Vision and Pattern Recognition, 2008.
[3]
F. Moosmann, E. Nowak, and F. Jurie. Randomized clustering forests for image classification. IEEE Transactions on Pattern Analysis and Machine Intelligence, 9:1632--1646, 2008.
[4]
J. Uijlings, A. Smeulders, and R. Scha. Real-time visual concept classification. IEEE Transactions on Multimedia, 12(7):665--681, 2010.
Index Terms
- Instant Bag-of-Words served on a laptop
Recommendations
A Bag of Words approach for recognition of Greek folk dances
SETN '16: Proceedings of the 9th Hellenic Conference on Artificial IntelligenceIn this paper we explore the problem of distinguishing Greek folk dances from other kinds of activities, as well as from other dance genres, using video recordings. For this purpose, we adopt dense trajectories descriptors along with a Bag of Words (BoW)...
Comments
Information & Contributors
Information
Published In
April 2011
512 pages
ISBN:9781450303361
DOI:10.1145/1991996
- General Chairs:
- Francesco G. B. De Natale,
- Alberto Del Bimbo,
- Program Chairs:
- Alan Hanjalic,
- B. S. Manjunath,
- Shin'ichi Satoh
Copyright © 2011 Copyright is held by the owner/author(s).
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.
Sponsors
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Published: 18 April 2011
Check for updates
Qualifiers
- Research-article
Conference
ICMR'11
Sponsor:
Acceptance Rates
Overall Acceptance Rate 254 of 830 submissions, 31%
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 100Total Downloads
- Downloads (Last 12 months)1
- Downloads (Last 6 weeks)0
Reflects downloads up to 06 Jan 2025
Other Metrics
Citations
View Options
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign in