Qualitative Vocabulary based Descriptor

Heydar Maboudi Afkham; Carl Henrik Ek; Stefan Carlsson

Research.Publish.Connect.

Title:
ISBN:
Year:
Acronym:
Subject:

Advanced Search Proceedings Search

If you're looking for an exact phrase use quotation marks on text fields.

Title:
Author:
Affiliation:
Subject:

Advanced Search Papers Search

If you're looking for an exact phrase use quotation marks on text fields.

Name:
Affiliation:
Country:
Conference:
Subject:

Advanced Search Authors Search

If you're looking for an exact phrase use quotation marks on text fields.

Name:
Country:
Subject:

Advanced Search Affiliations Search

If you're looking for an exact phrase use quotation marks on text fields.

Proceedings

Proceedings Search

Title:
ISBN:
Year:
Acronym:
Subject:

Advanced Search Proceedings Search

If you're looking for an exact phrase use quotation marks on text fields.

Papers

Papers Search

Title:
Author:
Affiliation:
Subject:

Advanced Search Papers Search

If you're looking for an exact phrase use quotation marks on text fields.

Authors

Authors Search

Name:
Affiliation:
Country:
Conference:
Subject:

Advanced Search Authors Search

If you're looking for an exact phrase use quotation marks on text fields.

Advanced Search

Paper

Qualitative Vocabulary based Descriptor

Topics: Classification; Image Understanding

In Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM, 188-193, 2013, Barcelona, Spain

Authors: Heydar Maboudi Afkham ; Carl Henrik Ek and Stefan Carlsson

Affiliation: KTH, Sweden

ISBN: 978-989-8565-41-9

Keyword(s): Bag-of-Words Model, Image Classification.

Related Ontology Subjects/Areas/Topics: Applications ; Classification ; Computer Vision, Visualization and Computer Graphics ; Image Understanding ; Pattern Recognition ; Theory and Methods

Abstract: Creating a single feature descriptors from a collection of feature responses is an often occurring task. As such the bag-of-words descriptors have been very successful and applied to data from a large range of different domains. Central to this approach is making an association of features to words. In this paper we present a new and novel approach to feature to word association problem. The proposed method creates a more robust representation when data is noisy and requires less words compared to the traditional methods while retaining similar performance. We experimentally evaluate the method on a challenging image classification data-set and show significant improvement to the state of the art.

Full Text

Download

CC BY-NC-ND 4.0

Guest: Register as new SciTePress user now for free.

SciTePress user: please login.

My Papers

You are not signed in, therefore limits apply to your IP address 100.24.209.47

In the current month:

Recent papers: 100 available of 100 total

2⁺ years older papers: 200 available of 200 total

Paper citation in several formats:

Maboudi Afkham, H.; Henrik Ek, C. and Carlsson, S. (2013). Qualitative Vocabulary based Descriptor.In Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM, ISBN 978-989-8565-41-9, pages 188-193. DOI: 10.5220/0004266901880193

@conference{icpram13,
author={Heydar Maboudi Afkham. and Carl Henrik Ek. and Stefan Carlsson.},
title={Qualitative Vocabulary based Descriptor},
booktitle={Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,},
year={2013},
pages={188-193},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004266901880193},
isbn={978-989-8565-41-9},
}

TY - CONF

JO - Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,
TI - Qualitative Vocabulary based Descriptor
SN - 978-989-8565-41-9
AU - Maboudi Afkham, H.
AU - Henrik Ek, C.
AU - Carlsson, S.
PY - 2013
SP - 188
EP - 193
DO - 10.5220/0004266901880193