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Author
Sergio Escalera; Oriol Pujol; Petia Radeva
Title
Traffic sign recognition system with β -correction
Type
Journal Article
Year
2010
Publication
Machine Vision and Applications
Abbreviated Journal
MVA
Volume
21
Issue
2
Pages
99–111
Keywords
Abstract
Traffic sign classification represents a classical application of multi-object recognition processing in uncontrolled adverse environments. Lack of visibility, illumination changes, and partial occlusions are just a few problems. In this paper, we introduce a novel system for multi-class classification of traffic signs based on error correcting output codes (ECOC). ECOC is based on an ensemble of binary classifiers that are trained on bi-partition of classes. We classify a wide set of traffic signs types using robust error correcting codings. Moreover, we introduce the novel β-correction decoding strategy that outperforms the state-of-the-art decoding techniques, classifying a high number of classes with great success.
Address
Corporate Author
Thesis
Publisher
Springer-Verlag
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
0932-8092
ISBN
Medium
Area
Expedition
Conference
Notes
MILAB;HUPBA
Approved
no
Call Number
BCNPCL @ bcnpcl @ EPR2010a
Serial
1276
Permanent link to this record
Author
O. Rodriguez-Leor; E Fernandez-Nofrerias; J. Mauri; C. Garcia; R. Villuendas; V. Valle; Oriol Pujol; Petia Radeva
Title
Intravascular ultrasound segmentation using local binary patterns
Type
Journal
Year
2003
Publication
European Heart Journal (IF: 5.997), ESC Congress 2003
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
Vienna (Austria)
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Notes
MILAB;HuPBA
Approved
no
Call Number
BCNPCL @ bcnpcl @ RFM2003a
Serial
407
Permanent link to this record
Author
O. Rodriguez; J. Mauri; E Fernandez-Nofrerias; A. Tovar; R. Villuendas; V. Valle; Oriol Pujol; Petia Radeva
Title
Analisis de texturas mediante la modificacion de un modelo binario local para la segmentacion automatica de secuencias de ecografia intracoronaria
Type
Journal
Year
2003
Publication
Revista Española de Cardiologia (IF: 0.959), 56(2), Congreso de las Enfermedades Cardiovasculares
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
Sevilla (Spain)
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Notes
MILAB;HuPBA
Approved
no
Call Number
BCNPCL @ bcnpcl @ RMF2003f
Serial
413
Permanent link to this record
Author
Oriol Pujol; Petia Radeva
Title
Texture Segmentation by Statistic Deformable Models
Type
Journal
Year
2003
Publication
International Journal of Image and Graphics (IJIG)
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Notes
MILAB;HuPBA
Approved
no
Call Number
BCNPCL @ bcnpcl @ PuR2003
Serial
432
Permanent link to this record
Author
M.Gomez; J.Mauri; E.Fernandez-Nofrerias; O.Rodriguez-Leor; C.Julia; Oriol Pujol; Petia Radeva
Title
Diferenciacion de las estructuras del vaso coronario mediante el procesamiento de imagenes y el analisis de las diferentes texturas a partir de la ecografia intracoronaria
Type
Journal
Year
2002
Publication
XXXVIII Congreso Nacional de la Sociedad Española de Cardiologia
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
Madrid
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Notes
MILAB;HuPBA
Approved
no
Call Number
BCNPCL @ bcnpcl @ GMF2002f
Serial
433
Permanent link to this record
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