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Author
Bogdan Raducanu; Jordi Vitria; Ales Leonardis
Title
Online pattern recognition and machine learning techniques for computer-vision: Theory and applications
Type
Journal Article
Year
2010
Publication
Image and Vision Computing
Abbreviated Journal
IMAVIS
Volume
28
Issue
7
Pages
1063–1064
Keywords
Abstract
(Editorial for the Special Issue on Online pattern recognition and machine learning techniques)
In real life, visual learning is supposed to be a continuous process. This paradigm has found its way also in artificial vision systems. There is an increasing trend in pattern recognition represented by online learning approaches, which aims at continuously updating the data representation when new information arrives. Starting with a minimal dataset, the initial knowledge is expanded by incorporating incoming instances, which may have not been previously available or foreseen at the system’s design stage. An interesting characteristic of this strategy is that the train and test phases take place simultaneously. Given the increasing interest in this subject, the aim of this special issue is to be a landmark event in the development of online learning techniques and their applications with the hope that it will capture the interest of a wider audience and will attract even more researchers. We received 19 contributions, of which 9 have been accepted for publication, after having been subjected to usual peer review process.
Address
Corporate Author
Thesis
Publisher
Elsevier
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
0262-8856
ISBN
Medium
Area
Expedition
Conference
Notes
OR;MV
Approved
no
Call Number
BCNPCL @ bcnpcl @ RVL2010
Serial
1280
Permanent link to this record
Author
Petia Radeva; J. Martinez; A. Tovar; X. Binefa; Jordi Vitria; Juan J. Villanueva
Title
CORKIDENT: an automatic vision system for real-time inspection of natural products.
Type
Journal Article
Year
1999
Publication
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
Wales
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;MILAB;MV
Approved
no
Call Number
BCNPCL @ bcnpcl @ RMT1999
Serial
23
Permanent link to this record
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
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
Bogdan Raducanu; Jordi Vitria
Title
Learning to Learn: From Smarts Machines to Intelligent Machines
Type
Journal
Year
2008
Publication
Patter Recognition Letters
Abbreviated Journal
PRL
Volume
29
Issue
8
Pages
1024–1032
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 @ RaV2008a
Serial
950
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