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Author
Bogdan Raducanu; Jordi Vitria
Title
Online Nonparametric Discriminant Analysis for Incremental Subspace Learning and Recognition
Type
Journal
Year
2008
Publication
Pattern Analysis and Applications. Special Issue: Non–Parametric Distance–Based Classification Techniques and Their Applications
Abbreviated Journal
Volume
11
Issue
3-4
Pages
259–268
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Springer
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
OR;MV
Approved
no
Call Number
BCNPCL @ bcnpcl @ RaV2008c
Serial
997
Permanent link to this record
Author
F. Pla; Petia Radeva; Jordi Vitria
Title
Non-parametric distance-based classification techniques and their applications
Type
Journal
Year
2008
Publication
Pattern Analysis and Applications, Special Issue: Non–Parametric Distance–Based Classification Techniques and Their Applications
Abbreviated Journal
Volume
11
Issue
3-4
Pages
223–225
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Springer
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
OR;MILAB;MV
Approved
no
Call Number
BCNPCL @ bcnpcl @ PRV2008
Serial
999
Permanent link to this record
Author
Bogdan Raducanu; Jordi Vitria
Title
Face Recognition by Artificial Vision Systems: A Cognitive Perspective
Type
Journal
Year
2008
Publication
International Journal of Pattern Recognition and Artificial Intelligence
Abbreviated Journal
IJPRAI
Volume
22
Issue
5
Pages
899–913
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
OR;MV
Approved
no
Call Number
BCNPCL @ bcnpcl @ RaV2008b
Serial
1007
Permanent link to this record
Author
Fadi Dornaika; Bogdan Raducanu
Title
3D Face Pose Detection and Tracking Using Monocular Videos: Tool and Application
Type
Journal
Year
2008
Publication
IEEE Transactions on Systems, Man and Cybernetics (Part B) (IEEE)
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
OR;MV
Approved
no
Call Number
BCNPCL @ bcnpcl @ DoR2008d
Serial
1109
Permanent link to this record
Author
Xavier Baro; Sergio Escalera; Jordi Vitria; Oriol Pujol; Petia Radeva
Title
Traffic Sign Recognition Using Evolutionary Adaboost Detection and Forest-ECOC Classification
Type
Journal Article
Year
2009
Publication
IEEE Transactions on Intelligent Transportation Systems
Abbreviated Journal
TITS
Volume
10
Issue
1
Pages
113–126
Keywords
Abstract
The high variability of sign appearance in uncontrolled environments has made the detection and classification of road signs a challenging problem in computer vision. In this paper, we introduce a novel approach for the detection and classification of traffic signs. Detection is based on a boosted detectors cascade, trained with a novel evolutionary version of Adaboost, which allows the use of large feature spaces. Classification is defined as a multiclass categorization problem. A battery of classifiers is trained to split classes in an Error-Correcting Output Code (ECOC) framework. We propose an ECOC design through a forest of optimal tree structures that are embedded in the ECOC matrix. The novel system offers high performance and better accuracy than the state-of-the-art strategies and is potentially better in terms of noise, affine deformation, partial occlusions, and reduced illumination.
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
1524-9050
ISBN
Medium
Area
Expedition
Conference
Notes
OR;MILAB;HuPBA;MV
Approved
no
Call Number
BCNPCL @ bcnpcl @ BEV2008
Serial
1116
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