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Author
Naila Murray; Maria Vanrell; Xavier Otazu; C. Alejandro Parraga
Title
Low-level SpatioChromatic Grouping for Saliency Estimation
Type
Journal Article
Year
2013
Publication
IEEE Transactions on Pattern Analysis and Machine Intelligence
Abbreviated Journal
TPAMI
Volume
35
Issue
11
Pages
2810-2816
Keywords
Abstract
We propose a saliency model termed SIM (saliency by induction mechanisms), which is based on a low-level spatiochromatic model that has successfully predicted chromatic induction phenomena. In so doing, we hypothesize that the low-level visual mechanisms that enhance or suppress image detail are also responsible for making some image regions more salient. Moreover, SIM adds geometrical grouplets to enhance complex low-level features such as corners, and suppress relatively simpler features such as edges. Since our model has been fitted on psychophysical chromatic induction data, it is largely nonparametric. SIM outperforms state-of-the-art methods in predicting eye fixations on two datasets and using two metrics.
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
0162-8828
ISBN
Medium
Area
Expedition
Conference
Notes
CIC; 600.051; 600.052; 605.203
Approved
no
Call Number
Admin @ si @ MVO2013
Serial
2289
Permanent link to this record
Author
Maria Vanrell; Ramon Baldrich; Anna Salvatella; Robert Benavente; Francesc Tous
Title
Induction operators for a computational colour-texture representation
Type
Journal
Year
2004
Publication
Computer Vision and Image Understanding, 94(1–3):92–114, ISSN: 1077–3142 (IF: 0.651)
Abbreviated Journal
Volume
Issue
Pages
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Address
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Summary Language
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Series Editor
Series Title
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Medium
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Expedition
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Notes
CIC
Approved
no
Call Number
CAT @ cat @ VBS2004
Serial
453
Permanent link to this record
Author
Maria Vanrell; Jordi Vitria; Xavier Roca
Title
A multidimensional scaling approach to explore the behavior of a texture perception algorithm.
Type
Journal Article
Year
1997
Publication
Machine Vision and Applications
Abbreviated Journal
Volume
9
Issue
Pages
262–271
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
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Medium
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Notes
OR;ISE;CIC;MV
Approved
no
Call Number
BCNPCL @ bcnpcl @ VVR1997
Serial
35
Permanent link to this record
Author
Maria Vanrell; Jordi Vitria
Title
Optimal 3x3 decomposable disks for morphological transformations
Type
Journal
Year
1997
Publication
Image and Vision Computing, 15(2): 845–854
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
Corporate Author
Thesis
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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;CIC;MV
Approved
no
Call Number
BCNPCL @ bcnpcl @ VaV1997c
Serial
543
Permanent link to this record
Author
M. Gonzalez-Audicana; Xavier Otazu; O. Fors; A. Seco
Title
Comparison between Mallats and the trous discrete wavelet transform based algorithms for the fusion of multispectral and panchromatic images
Type
Journal
Year
2005
Publication
International Journal of Remote Sensing, 26(3):595–614 (IF: 0.925)
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
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Language
Summary Language
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Series Editor
Series Title
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Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Notes
CIC
Approved
no
Call Number
CAT @ cat @ GOF2005
Serial
530
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