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Author
Sergio Escalera; Oriol Pujol; Petia Radeva
Title
Separability of Ternary Codes for Sparse Designs of Error-Correcting Output Codes
Type
Journal Article
Year
2009
Publication
Pattern Recognition Letters
Abbreviated Journal
PRL
Volume
30
Issue
3
Pages
285–297
Keywords
Abstract
Error Correcting Output Codes (ECOC) represent a successful framework to deal with multi-class categorization problems based on combining binary classifiers. In this paper, we present a new formulation of the ternary ECOC distance and the error-correcting capabilities in the ternary ECOC framework. Based on the new measure, we stress on how to design coding matrices preventing codification ambiguity and propose a new Sparse Random coding matrix with ternary distance maximization. The results on the UCI Repository and in a real speed traffic categorization problem show that when the coding design satisfies the new ternary measures, significant performance improvement is obtained independently of the decoding strategy applied.
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 @ EPR2009a
Serial
1153
Permanent link to this record
Author
Xavier Otazu; Oriol Pujol
Title
Wavelet based approach to cluster analysis. Application on low dimensional data sets
Type
Journal Article
Year
2006
Publication
Pattern Recognition Letters
Abbreviated Journal
PRL
Volume
27
Issue
14
Pages
1590–1605
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
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Series Issue
Edition
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ISBN
Medium
Area
Expedition
Conference
Notes
MILAB; CIC; HuPBA
Approved
no
Call Number
BCNPCL @ bcnpcl @ OtP2006
Serial
658
Permanent link to this record
Author
Debora Gil; Petia Radeva
Title
Inhibition of false landmarks
Type
Journal Article
Year
2006
Publication
Pattern Recognition Letters
Abbreviated Journal
PRL
Volume
27
Issue
9
Pages
1022-1030
Keywords
Abstract
Corners and junctions are landmarks characterized by the lack of differentiability in the unit tangent to the image level curve. Detectors based on differential operators are not, by their own definition, the best posed as they require a higher degree of differentiability to yield a reliable response. We argue that a corner detector should be based on the degree of continuity of the tangent vector to the image level sets, work on the image domain and need no assumptions on neither the image local structure nor the particular geometry of the corner/junction. An operator measuring the degree of differentiability of the projection matrix on the image gradient fulfills the above requirements. Because using smoothing kernels leads to corner misplacement, we suggest an alternative fake response remover based on the receptive field inhibition of spurious details. The combination of both orientation discontinuity detection and noise inhibition produce our inhibition orientation energy (IOE) landmark locator.
Address
Corporate Author
Thesis
Publisher
Elsevier Science Inc.
Place of Publication
New York, NY, USA
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
0167-8655
ISBN
Medium
Area
Expedition
Conference
Notes
IAM;MILAB
Approved
no
Call Number
IAM @ iam @ GiR2006
Serial
1529
Permanent link to this record
Author
Jaume Amores; N. Sebe; Petia Radeva
Title
Boosting the distance estimation: Application to the K-Nearest Neighbor Classifier
Type
Journal Article
Year
2006
Publication
Pattern Recognition Letters
Abbreviated Journal
PRL
Volume
27
Issue
3
Pages
201–209
Keywords
Abstract
Address
Corporate Author
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Notes
ADAS;MILAB
Approved
no
Call Number
ADAS @ adas @ ASR2006
Serial
643
Permanent link to this record
Author
Cristina Cañero; Petia Radeva
Title
Vesselness enhancement diffusion
Type
Journal Article
Year
2003
Publication
Pattern Recognition Letters
Abbreviated Journal
PRL
Volume
24
Issue
16
Pages
3141–3151
Keywords
Abstract
IF: 0.809
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
Approved
no
Call Number
BCNPCL @ bcnpcl @ CaR2003
Serial
371
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