Go to:
Logótipo
Comuta visibilidade da coluna esquerda
Você está em: Start > Publications > View > AUTOMATIC RECOGNITION OF ROAD SIGNS IN DIGITAL IMAGES FOR GIS UPDATE
Publication

Publications

AUTOMATIC RECOGNITION OF ROAD SIGNS IN DIGITAL IMAGES FOR GIS UPDATE

Title
AUTOMATIC RECOGNITION OF ROAD SIGNS IN DIGITAL IMAGES FOR GIS UPDATE
Type
Article in International Conference Proceedings Book
Year
2009
Authors
marcal, ars
(Author)
FCUP
View Personal Page You do not have permissions to view the institutional email. Search for Participant Publications View Authenticus page View ORCID page
goncalves, ir
(Author)
Other
The person does not belong to the institution. The person does not belong to the institution. The person does not belong to the institution. Without AUTHENTICUS Without ORCID
Conference proceedings International
Pages: 129-134
1st International Conference on Imaging Theory and Applications (IMAGAPP) Lisboa, Portugal 5-8 February 2009
Lisboa, Portugal, 5-8 February 2009
Indexing
Publicação em ISI Web of Knowledge ISI Web of Knowledge - 0 Citations
Scientific classification
FOS: Natural sciences > Computer and information sciences
Other information
Authenticus ID: P-003-QHK
Abstract (EN): A method for automatic recognition of road signs identified in digital video images is proposed. The method is based on features extracted from cumulative histograms and supervised classification. The training of the classifier is done with a small number of images (I to 6) from each sign type. A practical experiment with 260 images and 26 different road sign was carried out. The average classification accuracy of the method with the standard settings was found to be 93.6%. The classification accuracy is improved to 96.2% by accepting the sign types ranked 1(st) and 2(nd) by the classifier, and to 97.4% by also accepting the sign type ranked 3(rd). These results indicate that this can be a valuable tool to assist Geographic Information System (GIS) updating process based on Mobile Mapping System (MMS) data.
Language: English
Type (Professor's evaluation): Scientific
Contact: andre.marcal@fc.up.pt; isagoncalves@estg.ipvc.pt
No. of pages: 6
Documents
We could not find any documents associated to the publication.
Recommend this page Top
Copyright 1996-2025 © Faculdade de Direito da Universidade do Porto  I Terms and Conditions  I Acessibility  I Index A-Z
Page created on: 2025-07-22 at 06:14:24 | Privacy Policy | Personal Data Protection Policy | Whistleblowing