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Author X. Jing; David Zhang; Zhong Jin edit  openurl
  Title Improvements on the uncorrelated optimal discriminant vectors Type Journal
  Year 2003 Publication Pattern Recognition, 36(8): 1921–1923 (IF: 1.611) Abbreviated Journal  
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  Call Number Admin @ si @ JZJ2003a Serial 428  
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Author X. Jing; David Zhang; Zhong Jin edit  openurl
  Title Improved algorithm and generalized theory Type Journal
  Year 2003 Publication Pattern Recognition, 36(11): 2593–2602 (IF: 1.611) Abbreviated Journal  
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  Call Number Admin @ si @ JZJ2003b Serial 429  
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Author Yong Xu; Jing-Yu Yang; Zhong Jin edit  openurl
  Title Theory analysis on FSLDA and ULDA Type Journal
  Year 2003 Publication Pattern Recognition, 36(12): 3031–3033 (IF: 1.611) Abbreviated Journal  
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  Notes Approved no  
  Call Number Admin @ si @ XYJ2003 Serial 430  
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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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  Notes MILAB;HuPBA Approved no  
  Call Number BCNPCL @ bcnpcl @ PuR2003 Serial 432  
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Author M. Bressan; David Guillamet; Jordi Vitria edit  openurl
  Title Multiclass Object Recognition using Class-Conditional Independent Component Analisis Type Journal
  Year 2004 Publication Cybernetics and Systems, 35/1:35–61 (IF: 0.768) Abbreviated Journal  
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  Notes OR;MV Approved no  
  Call Number BCNPCL @ bcnpcl @ BGV2004 Serial 442  
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Author Josep Llados; Gemma Sanchez edit  openurl
  Title Graph Matching vs. Graph Parsing in Graphics Recognition: A Combined Approach Type Journal
  Year 2004 Publication International Journal of Pattern Recognition and Artificial Intelligence Abbreviated Journal IJPRAI  
  Volume 18 Issue 3 Pages 455–473  
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  Notes DAG; IF: 0.588 Approved no  
  Call Number DAG @ dag @ LlS2004 Serial 445  
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Author Xavier Otazu; M. Ribo; J.M. Paredes; M. Peracaula; J. Nuñez edit  openurl
  Title Multiresolution approach for period determination on unevenly sampled data Type Journal
  Year 2004 Publication Monthly Notices of the Royal Astronomical Society, 351:251–219 (IF: 5.238) Abbreviated Journal  
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  Call Number CAT @ cat @ ORP2004 Serial 451  
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Author Maria Vanrell; Ramon Baldrich; Anna Salvatella; Robert Benavente; Francesc Tous edit  openurl
  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  
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  Call Number CAT @ cat @ VBS2004 Serial 453  
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Author M.A. Garcia; Angel Sappa edit  openurl
  Title Efficient Generation of Discontinuity-Preserving Adaptive Triangulations from Range Images Type Journal
  Year 2004 Publication IEEE Trans. on Systems, Man, and Cybernetics (Part B), 34(5):2003–2014 (IF: 1.052) Abbreviated Journal  
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  Call Number ADAS @ adas @ GaS2004 Serial 457  
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Author Jian Yang; Zhong Jin; Jing-Yu Yang; David Zhang; Alejandro F. Frangi edit  url
openurl 
  Title Essence of kernel Fisher discriminant: KPCA plus LDA Type Journal
  Year 2004 Publication Pattern Recognition, 37(10): 2097–2100 (IF: 2.176) Abbreviated Journal  
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  Call Number Admin @ si @ YJY2004 Serial 480  
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Author Yong Xu; Jing-Yu Yang; Zhong Jin edit  url
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  Title A novel method for Fisher discriminant analysis Type Journal
  Year 2004 Publication Pattern Recognition, 37(2):381–384 (IF: 2.176) Abbreviated Journal  
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  Notes Approved no  
  Call Number Admin @ si @ XYJ2004 Serial 481  
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Author Robert Benavente; Maria Vanrell; Ramon Baldrich edit  openurl
  Title Estimation of Fuzzy Sets for Computational Colour Categorization Type Journal
  Year 2004 Publication Color Research and Application, 29(5):342–353 (IF: 0.739) Abbreviated Journal  
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  Call Number CAT @ cat @ BVB2004 Serial 484  
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Author Oriol Pujol; Petia Radeva edit  doi
openurl 
  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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  Notes MILAB;HuPBA Approved no  
  Call Number 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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  Notes OR;MILAB;MV Approved no  
  Call Number BCNPCL @ bcnpcl @ RaV2004b Serial 514  
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Author Jian Yang; Alejandro F. Frangi; Jing-Yu Yang; David Zhang; Zhong Jin edit  openurl
  Title KPCA Plus LDA: A Complete Kernel Fisher Discriminant Framework for Feature Extraction and Recognition Type Journal
  Year 2005 Publication IEEE Transactions on Pattern Analysis and Machine Intelligence, 27(2):230–244 (IF: 3.810) Abbreviated Journal  
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  Notes Approved no  
  Call Number Admin @ si @ YFY2005a Serial 516  
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