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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 Carme Julia edit  openurl
  Title Motion segmentation through factorization. Application to night driving assistance Type Report
  Year 2004 Publication CVC Technical Report #79 Abbreviated Journal  
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  Notes Approved no  
  Call Number Admin @ si @ 38169 Serial 506  
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Author Raul Chaves edit  openurl
  Title Sistema de identificacion mediante huellas dactilares Type Report
  Year 2004 Publication CVC Technical Report #81 Abbreviated Journal  
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  Notes Approved no  
  Call Number Admin @ si @ Cha2004 Serial 507  
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Author Oriol Martinez edit  openurl
  Title Semantic Retrieval of Memory Color Content Type Report
  Year 2004 Publication CVC Technical Report #80 Abbreviated Journal  
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  Notes Approved no  
  Call Number Admin @ si @ 38047 Serial 508  
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Author Jordi Vitria; Petia Radeva; I. Aguilo edit  openurl
  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  
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  Address Amsterdam  
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  Notes OR;MILAB;MV Approved no  
  Call Number BCNPCL @ bcnpcl @ VRA2004 Serial 509  
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Author David Masip; Jordi Vitria edit  openurl
  Title Boosted Linear Projections for Discriminant Analysis Type Miscellaneous
  Year 2004 Publication CCIA 2004, 45–52, ISBN: 1–58603–466–9 Abbreviated Journal  
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  Address IOS Press  
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  Notes OR;MV Approved no  
  Call Number BCNPCL @ bcnpcl @ MaV2004c Serial 510  
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Author Oriol Pujol edit  openurl
  Title A semi-Supervised Statistical Framework and Generative Snakes for IVUS Analysis Type Book Whole
  Year 2004 Publication PhD Thesis, Universitat Autonoma de Barcelona-CVC Abbreviated Journal  
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  Address CVC (UAB), Bellaterra  
  Corporate Author Thesis Ph.D. thesis  
  Publisher Place of Publication Editor Petia Radeva  
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  Notes HuPBA;MILAB Approved no  
  Call Number BCNPCL @ bcnpcl @ Puj2004 Serial 512  
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Author Jaume Amores; Petia Radeva edit  openurl
  Title Registration and retrieval of medical images. Application to IVUS Type Report
  Year 2004 Publication CVC Technical Report #77 Abbreviated Journal  
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  Notes MILAB Approved no  
  Call Number ADAS @ adas @ AmR2004 Serial 513  
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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 Josep Llados; Young-Bin Kwon edit  openurl
  Title Graphics Recognition. Recent Advances and Perspectives Type Miscellaneous
  Year 2004 Publication LNCS 3080, ISBN: 3–540–22478–5 Abbreviated Journal  
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  Address Springer-Verlag  
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  Notes DAG Approved no  
  Call Number DAG @ dag @ LlK2004 Serial 515  
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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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Author Oriol Ramos Terrades edit  openurl
  Title Descripcio i classificacio de simbols tecnics usant la transformada de crestetes Type Report
  Year 2003 Publication CVC Technical Report #74 Abbreviated Journal  
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  Notes DAG Approved no  
  Call Number DAG @ dag @ Ram2003 Serial 517  
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Author David Alcalde edit  openurl
  Title Image classification in terms of rotation-invariant pattern matching Type Report
  Year 2003 Publication CVC Technical Report #73 Abbreviated Journal  
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  Notes Approved no  
  Call Number Admin @ si @ Alc2003 Serial 518  
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Author David Masip edit  openurl
  Title Dimensionality reduction techniques applied to nearest neighbor classification Type Report
  Year 2003 Publication CVC Technical Report #72 Abbreviated Journal  
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  Notes OR;MV Approved no  
  Call Number Admin @ si @ Mas2003 Serial 519  
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Author Misael Rosales; Petia Radeva edit  openurl
  Title Empirical simulation model of intravascular ultrasound Type Report
  Year 2003 Publication CVC Technical Report #71 Abbreviated Journal  
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  Notes MILAB Approved no  
  Call Number BCNPCL @ bcnpcl @ RoR2003 Serial 520  
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