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Author Carolina Malagelada; Fosca De Iorio; Fernando Azpiroz; Anna Accarino; Santiago Segui; Petia Radeva; Juan R. Malagelada edit  openurl
  Title New Insight Into Intestinal Motor Function via Noninvasive Endoluminal Image Analysis Type Journal
  Year 2008 Publication Gastroenterology Abbreviated Journal  
  Volume 135 Issue 4 Pages 1155–1162  
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  Call Number (up) BCNPCL @ bcnpcl @ MDA2008 Serial 1040  
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Author David Masip; Ludmila I. Kuncheva; Jordi Vitria edit  openurl
  Title An ensemble-based method for linear feature extraction for two-class problems Type Journal
  Year 2005 Publication Pattern Analysis and Applications, 8(3): 227–237 (IF: 0.782) Abbreviated Journal  
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  Call Number (up) BCNPCL @ bcnpcl @ MKV2005 Serial 613  
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Author A. Martinez; Jordi Vitria edit  openurl
  Title Clustering in Image Space for Place Recognition and Visiual Annotations for Human-Robot Interaction. Type Journal
  Year 2001 Publication IEEE Trans. on Systems, Man, and Cybernatics–Part B: Cybernetics, 31(5):669–682 (IF: 0.789) Abbreviated Journal  
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  Call Number (up) BCNPCL @ bcnpcl @ MVi2001 Serial 141  
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Author Oriol Pujol; Sergio Escalera; Petia Radeva edit  openurl
  Title An Incremental Node Embedding Technique for Error Correcting Output Codes Type Journal
  Year 2008 Publication Pattern Recognition Abbreviated Journal PR  
  Volume 41 Issue 2 Pages 713–725  
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  Call Number (up) BCNPCL @ bcnpcl @ PER2008 Serial 942  
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Author E. Provenzi; Carlo Gatta; M. Fierro; A. Rizzi edit  openurl
  Title A Spatially Variant White-Patch and Gray-World Method for Color Image Enhancement Driven by Local Constant Type Journal
  Year 2008 Publication IEEE Transactions on Pattern Analysis and Machine Intelligence Abbreviated Journal TPAMI  
  Volume 30 Issue 10 Pages 1757–1770  
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  Call Number (up) BCNPCL @ bcnpcl @ PGF2008 Serial 1001  
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Author Xose M. Pardo; Petia Radeva; D. Cabello edit  openurl
  Title Discriminant Snakes for 3D Reconstruction of Anatomical Organs Type Journal
  Year 2003 Publication Medical Image Analysis, 7(3): 293–310 (IF: 4.442) Abbreviated Journal  
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  Call Number (up) BCNPCL @ bcnpcl @ PPC2003 Serial 398  
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Author Oriol Pujol; Petia Radeva; Jordi Vitria edit  openurl
  Title Discriminant ECOC: A Heuristic Method for Application Dependent Design of Error Correcting Output Codes Type Journal
  Year 2006 Publication IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(6): 1007–1012 Abbreviated Journal  
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  Call Number (up) BCNPCL @ bcnpcl @ PRV2006a Serial 646  
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Author F. Pla; Petia Radeva; Jordi Vitria edit  openurl
  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  
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  Call Number (up) BCNPCL @ bcnpcl @ PRV2008 Serial 999  
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Author Oriol Pujol; Petia Radeva edit  openurl
  Title Texture Segmentation by Statistic Deformable Models Type Journal
  Year 2003 Publication International Journal of Image and Graphics (IJIG) Abbreviated Journal  
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  Call Number (up) BCNPCL @ bcnpcl @ PuR2003 Serial 432  
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Author Oriol Pujol; Petia Radeva edit  doi
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  Title Texture Segmentation by Statistical Deformable Models Type Journal
  Year 2004 Publication International Journal of Image and Graphics Abbreviated Journal IJIG  
  Volume 4 Issue 3 Pages 433-452  
  Keywords Texture segmentation, parametric active contours, statistic snakes  
  Abstract Deformable models have received much popularity due to their ability to include high-level knowledge on the application domain into low-level image processing. Still, most proposed active contour models do not sufficiently profit from the application information and they are too generalized, leading to non-optimal final results of segmentation, tracking or 3D reconstruction processes. In this paper we propose a new deformable model defined in a statistical framework to segment objects of natural scenes. We perform a supervised learning of local appearance of the textured objects and construct a feature space using a set of co-occurrence matrix measures. Linear Discriminant Analysis allows us to obtain an optimal reduced feature space where a mixture model is applied to construct a likelihood map. Instead of using a heuristic potential field, our active model is deformed on a regularized version of the likelihood map in order to segment objects characterized by the same texture pattern. Different tests on synthetic images, natural scene and medical images show the advantages of our statistic deformable model.  
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  Call Number (up) BCNPCL @ bcnpcl @ PuR2004a Serial 505  
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Author Petia Radeva; Jordi Vitria edit  openurl
  Title Corkinspect: Statistical Learning of Natural Material Type Journal
  Year 2004 Publication Italian Beverage Technology, 13(38):11–18 Abbreviated Journal  
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  Call Number (up) BCNPCL @ bcnpcl @ RaV2004b Serial 514  
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Author Bogdan Raducanu; Jordi Vitria edit  openurl
  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  
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  Call Number (up) BCNPCL @ bcnpcl @ RaV2008a Serial 950  
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Author Bogdan Raducanu; Jordi Vitria edit  openurl
  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  
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  Call Number (up) BCNPCL @ bcnpcl @ RaV2008b Serial 1007  
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Author Bogdan Raducanu; Jordi Vitria edit  openurl
  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  
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  Call Number (up) BCNPCL @ bcnpcl @ RaV2008c Serial 997  
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Author Oriol Rodriguez-Leor; E. Fernandez-Nofrerias; J. Mauri; C. Garcia; R. Villuendas; V. Valle; Oriol Pujol; Petia Radeva edit  openurl
  Title Intravascular ultrasound segmentation using local binary patterns Type Journal
  Year 2003 Publication European Heart Journal (IF: 5.997), ESC Congress 2003 Abbreviated Journal  
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  Address Vienna (Austria)  
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  Notes MILAB;HuPBA Approved no  
  Call Number (up) BCNPCL @ bcnpcl @ RFM2003a Serial 407  
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