|
Records |
Links |
|
Author |
Jordi Vitria; Petia Radeva; X. Binefa |
![find record details (via OpenURL) openurl](img/xref.gif)
|
|
Title |
EigenHistograms: using low dimensional models of color distribution for real time object recognition |
Type |
Journal Article |
|
Year |
1999 |
Publication |
|
Abbreviated Journal |
|
|
|
Volume |
|
Issue |
|
Pages |
|
|
|
Keywords |
|
|
|
Abstract |
|
|
|
Address |
Ljubliana, Slovenia, Springer-Verlag |
|
|
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 ![sorted by Call Number field, descending order (down)](img/sort_desc.gif) |
BCNPCL @ bcnpcl @ VRB1999a |
Serial |
29 |
|
Permanent link to this record |
|
|
|
|
Author |
Jordi Vitria; Petia Radeva; I. Aguilo |
![find record details (via OpenURL) openurl](img/xref.gif)
|
|
Title |
Recent Advances in Artificial Intelligence Research and Development |
Type |
Book Chapter |
|
Year |
2004 |
Publication |
Frontiers in Artificial Intelligence and Applications, 113, J. Vitria, P. Radeva, I. Aguilo (Eds.), ISBN: 1–58603–466–9 |
Abbreviated Journal |
|
|
|
Volume |
|
Issue |
|
Pages |
|
|
|
Keywords |
|
|
|
Abstract |
|
|
|
Address |
Amsterdam |
|
|
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 ![sorted by Call Number field, descending order (down)](img/sort_desc.gif) |
BCNPCL @ bcnpcl @ VRA2004 |
Serial |
509 |
|
Permanent link to this record |
|
|
|
|
Author |
Fernando Vilariño; Ludmila I. Kuncheva; Petia Radeva |
![goto web page (via DOI) doi](img/doi.gif)
|
|
Title |
ROC curves and video analysis optimization in intestinal capsule endoscopy |
Type |
Journal Article |
|
Year |
2006 |
Publication |
Pattern Recognition Letters |
Abbreviated Journal |
PRL |
|
|
Volume |
27 |
Issue |
8 |
Pages |
875–881 |
|
|
Keywords |
ROC curves; Classification; Classifiers ensemble; Detection of intestinal contractions; Imbalanced classes; Wireless capsule endoscopy |
|
|
Abstract |
Wireless capsule endoscopy involves inspection of hours of video material by a highly qualified professional. Time episodes corresponding to intestinal contractions, which are of interest to the physician constitute about 1% of the video. The problem is to label automatically time episodes containing contractions so that only a fraction of the video needs inspection. As the classes of contraction and non-contraction images in the video are largely imbalanced, ROC curves are used to optimize the trade-off between false positive and false negative rates. Classifier ensemble methods and simple classifiers were examined. Our results reinforce the claims from recent literature that classifier ensemble methods specifically designed for imbalanced problems have substantial advantages over simple classifiers and standard classifier ensembles. By using ROC curves with the bagging ensemble method the inspection time can be drastically reduced at the expense of a small fraction of missed contractions. |
|
|
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 |
800 |
Expedition |
|
Conference |
|
|
|
Notes |
MILAB;MV;SIAI |
Approved |
no |
|
|
Call Number ![sorted by Call Number field, descending order (down)](img/sort_desc.gif) |
BCNPCL @ bcnpcl @ VKR2006; IAM @ iam @ VKR2006 |
Serial |
647 |
|
Permanent link to this record |
|
|
|
|
Author |
Jordi Vitria |
![find record details (via OpenURL) openurl](img/xref.gif)
|
|
Title |
Introduccio a la Morfologia Matematica |
Type |
Report |
|
Year |
1996 |
Publication |
CVC Technical Report #06 |
Abbreviated Journal |
|
|
|
Volume |
|
Issue |
|
Pages |
|
|
|
Keywords |
|
|
|
Abstract |
|
|
|
Address |
CVC (UAB) |
|
|
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 ![sorted by Call Number field, descending order (down)](img/sort_desc.gif) |
BCNPCL @ bcnpcl @ Vit1996b |
Serial |
90 |
|
Permanent link to this record |
|
|
|
|
Author |
Jordi Vitria |
![find record details (via OpenURL) openurl](img/xref.gif)
|
|
Title |
Disseny de sistemes (intel.ligents) de visio. |
Type |
Miscellaneous |
|
Year |
1996 |
Publication |
|
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 ![sorted by Call Number field, descending order (down)](img/sort_desc.gif) |
BCNPCL @ bcnpcl @ Vit1996a |
Serial |
88 |
|
Permanent link to this record |
|
|
|
|
Author |
Fernando Vilariño; Petia Radeva |
![find record details (via OpenURL) openurl](img/xref.gif)
|
|
Title |
Cardiac Segmentation with Discriminant Active Contours |
Type |
Book Chapter |
|
Year |
2003 |
Publication |
|
Abbreviated Journal |
|
|
|
Volume |
|
Issue |
|
Pages |
211–217 |
|
|
Keywords |
|
|
|
Abstract |
Dynamic tracking of heart moving is one relevant target in medical imag- ing and can be helpful for analyzing heart dynamics in the study of several cardiac diseases. For this aim, a previous segmentation problem of such structures is stated, based on certain relevant features (like edges or intensity levels, textures, etc.) Clas- sical active models have been used, but they fail when overlapping structures or not well-defined contours are present. Automatic feature learning systems may be a pow- erful tool. Discriminant active contours present optimal results in this kind of problem. They are a kind of deformable models that converge to an optimal object segmenta- tion that dynamically adapts to the object contour. The feature space is designed from a filter bank in order to guarantee the search and learning of the set of relevant fea- tures for optimal classification on each part of the object. Tracking of target evolution is obtained through the whole set of images, using information from the actual and previous stages. Feedback systems are implemented to guarantee the minimum well- separable classification set in each segmentation step. Our implementation has been proved with several series of Magnetic Resonance with improved results in segmenta- tion in comparison to previous methods. |
|
|
Address |
Palma de Mallorca |
|
|
Corporate Author |
|
Thesis |
|
|
|
Publisher |
IOS Press |
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 |
CCIA |
|
|
Notes |
MV;MILAB;SIAI |
Approved |
no |
|
|
Call Number ![sorted by Call Number field, descending order (down)](img/sort_desc.gif) |
BCNPCL @ bcnpcl @ ViR2003; IAM @ iam @ VRa2003 |
Serial |
426 |
|
Permanent link to this record |
|
|
|
|
Author |
Fernando Vilariño; Petia Radeva |
![goto web page url](img/www.gif)
|
|
Title |
Patch-Optimized Discriminant Active Contours for Medical Image Segmentation. |
Type |
Conference Article |
|
Year |
2002 |
Publication |
Iberoamerican Conference on Artificial Intelligence |
Abbreviated Journal |
|
|
|
Volume |
|
Issue |
|
Pages |
|
|
|
Keywords |
|
|
|
Abstract |
|
|
|
Address |
Sevilla, Espanya |
|
|
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 |
|
ISBN |
|
Medium |
|
|
|
Area |
|
Expedition |
|
Conference |
IBERAMIA |
|
|
Notes |
MV;MILAB;SIAI |
Approved |
no |
|
|
Call Number ![sorted by Call Number field, descending order (down)](img/sort_desc.gif) |
BCNPCL @ bcnpcl @ ViR2002; IAM @ iam @ VRa2003 |
Serial |
320 |
|
Permanent link to this record |
|
|
|
|
Author |
Jordi Vitria; J. Llacer |
![goto web page (via DOI) doi](img/doi.gif)
|
|
Title |
Reconstructing 3D light microscopic images using the EM algorithm |
Type |
Journal |
|
Year |
1996 |
Publication |
Pattern Recognition Letters |
Abbreviated Journal |
|
|
|
Volume |
17 |
Issue |
14 |
Pages |
1491–1498 |
|
|
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 ![sorted by Call Number field, descending order (down)](img/sort_desc.gif) |
BCNPCL @ bcnpcl @ ViL1996 |
Serial |
74 |
|
Permanent link to this record |
|
|
|
|
Author |
Jordi Vitria; J. Llacer |
![find record details (via OpenURL) openurl](img/xref.gif)
|
|
Title |
Recovering brightness and depth from focus using the Expectation-Maximization Algorithm. |
Type |
Miscellaneous |
|
Year |
1995 |
Publication |
VI National Simposium on Pattern Recognition and image Analysis |
Abbreviated Journal |
|
|
|
Volume |
|
Issue |
|
Pages |
|
|
|
Keywords |
|
|
|
Abstract |
|
|
|
Address |
Cordoba |
|
|
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 ![sorted by Call Number field, descending order (down)](img/sort_desc.gif) |
BCNPCL @ bcnpcl @ ViL1995 |
Serial |
134 |
|
Permanent link to this record |
|
|
|
|
Author |
Jordi Vitria; J. Llacer |
![find record details (via OpenURL) openurl](img/xref.gif)
|
|
Title |
Recovering Depth from Focus Using Iterative image Estimation Techniques. |
Type |
Miscellaneous |
|
Year |
1993 |
Publication |
Tech.Report BL–35158, Lawrence Berkeley Laboratory. |
Abbreviated Journal |
|
|
|
Volume |
|
Issue |
|
Pages |
|
|
|
Keywords |
|
|
|
Abstract |
|
|
|
Address |
University of California; Berkeley; USA; |
|
|
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 ![sorted by Call Number field, descending order (down)](img/sort_desc.gif) |
BCNPCL @ bcnpcl @ ViL1993 |
Serial |
142 |
|
Permanent link to this record |
|
|
|
|
Author |
Jordi Vitria; C. Gratin; D. Seron; F. Moreso |
![find record details (via OpenURL) openurl](img/xref.gif)
|
|
Title |
Morphological image analysis for quantification of renal damage |
Type |
Report |
|
Year |
1995 |
Publication |
CVC Technical Report #02 |
Abbreviated Journal |
|
|
|
Volume |
|
Issue |
|
Pages |
|
|
|
Keywords |
|
|
|
Abstract |
|
|
|
Address |
CVC (UAB) |
|
|
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 ![sorted by Call Number field, descending order (down)](img/sort_desc.gif) |
BCNPCL @ bcnpcl @ VGS1995 |
Serial |
117 |
|
Permanent link to this record |
|
|
|
|
Author |
Xavier Baro; Sergio Escalera; Petia Radeva; Jordi Vitria |
![goto web page (via DOI) doi](img/doi.gif)
![find record details (via OpenURL) openurl](img/xref.gif)
|
|
Title |
Generic Object Recognition in Urban Image Databases |
Type |
Conference Article |
|
Year |
2009 |
Publication |
12th International Conference of the Catalan Association for Artificial Intelligence |
Abbreviated Journal |
|
|
|
Volume |
202 |
Issue |
|
Pages |
27-34 |
|
|
Keywords |
|
|
|
Abstract |
In this paper we propose the construction of a visual content layer which describes the visual appearance of geographic locations in a city. We captured, by means of a Mobile Mapping system, a huge set of georeferenced images (>500K) which cover the whole city of Barcelona. For each image, hundreds of region descriptions are computed off-line and described as a hash code. All this information is extracted without an object of reference, which allows to search for any type of objects using their visual appearance. A new Visual Content layer is built over Google Maps, allowing the object recognition information to be organized and fused with other content, like satellite images, street maps, and business locations. |
|
|
Address |
Cardona (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 |
978-1-60750-061-2 |
Medium |
|
|
|
Area |
|
Expedition |
|
Conference |
CCIA |
|
|
Notes |
OR;MILAB;HuPBA;MV |
Approved |
no |
|
|
Call Number ![sorted by Call Number field, descending order (down)](img/sort_desc.gif) |
BCNPCL @ bcnpcl @ VER2009 |
Serial |
1183 |
|
Permanent link to this record |
|
|
|
|
Author |
Jordi Vitria; X. Binefa; Juan J. Villanueva |
![find record details (via OpenURL) openurl](img/xref.gif)
|
|
Title |
Morphological Algorithms for Visual Analysis of Integrated Circuits. |
Type |
Miscellaneous |
|
Year |
1992 |
Publication |
Journal of Visual Communications and image Representation, Vol.3, No.2, pp.194–202. |
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 ![sorted by Call Number field, descending order (down)](img/sort_desc.gif) |
BCNPCL @ bcnpcl @ VBV1992 |
Serial |
248 |
|
Permanent link to this record |
|
|
|
|
Author |
Jordi Vitria; M. Bressan; Petia Radeva |
![find record details (via OpenURL) openurl](img/xref.gif)
|
|
Title |
Bayesian classification of cork stoppers using class-conditional independent component analysis |
Type |
Journal |
|
Year |
2007 |
Publication |
IEEE Transactions on Systems, Man and Cybernetics (Part C), 37(1): 32–38 (ISI 0,482) |
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;MILAB;MV |
Approved |
no |
|
|
Call Number ![sorted by Call Number field, descending order (down)](img/sort_desc.gif) |
BCNPCL @ bcnpcl @ VBR2007 |
Serial |
795 |
|
Permanent link to this record |
|
|
|
|
Author |
Jordi Vitria; M. Bressan; Petia Radeva |
![find record details (via OpenURL) openurl](img/xref.gif)
|
|
Title |
Bayesian classification of cork stoppers using class-conditional independent component analysis |
Type |
Journal |
|
Year |
2006 |
Publication |
IEEE Transactions on Systems, Man and Cybernetics (Part C), 36(6) |
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;MILAB;MV |
Approved |
no |
|
|
Call Number ![sorted by Call Number field, descending order (down)](img/sort_desc.gif) |
BCNPCL @ bcnpcl @ VBR2006 |
Serial |
723 |
|
Permanent link to this record |