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Scope IWCIA’11 is the fourteenth of a series of international meetings on combinatorial image analysis. It will take place in Madrid, Spain, May 23-25, 2011. Previous meetings were held in Paris (France) 1991, Ube (Japan) 1992, Washington DC (USA) 1994, Lyon (France) 1995, Hiroshima (Japan) 1997, Madras (India) 1999, Caen (France,2000), Philadelphia (USA, 2001), Palermo (Italy, 2003), Auckland (New Zealand, 2004), Berlin (Germany, 2006), Buffalo, NY (USA, 2008), and Playa del Carmen (Mexico, 2009). Image analysis is a scientific discipline providing theoretical foundations and methods for solving problems appearing in a wide range of areas, as diverse as medicine, robotics, defence, and security. As a rule, the processed data are discrete; therefore, the "discrete approach" to image analysis appears to be a natural one and has an increasing importance. It is based on studying combinatorial properties of the considered digital data sets. Combinatorial image analysis often features various advantages (in terms of efficiency and accuracy) over the more traditional approaches based on continuous models requiring numeric computation. The scientific program of the workshop consists of keynote addresses, contributed papers presented in two parallel sessions, and posters. The workshop proceedings are published in the Springer’s "Lecture Notes in Computer Science" series (see also Journal Publication). After the Workshop, the authors of the best ranked papers will be invited to submit extended versions of their works for publication in a special journal issues. Topics The Workshop is a forum for current research on topics such as the following: Combinatorial problems in the discrete plane and space related to image analysis; lattice polygons and polytopes Discrete/combinatorial geometry and topology and their use in image analysis Digital geometry of curves and surfaces Tilings and patterns; combinatorial pattern matching Image representation, segmentation, grouping, and reconstruction Methods for image compression Discrete tomography Applications of integer programming, linear programming, and computational geometry to problems of image analysis Parallel architectures and algorithms for image analysis Fuzzy and stochastic image analysis Grammars and models for image or scene analysis and recognition; cellular automata Mathematical morphology and its applications to image analysis Applications in medical imaging, biometrics, and others The submitted papers met very high standards satisfying serious evaluation criteria. Each paper was thoroughly reviewed by at least three referees. Double-blind review process ensured maximal objectiveness. Invited Speakers Prof. Jake K. Aggarwal, University of Texas at Austin (USA) Prof. Valentin E. Brimkov, State University of New York (USA) Prof. Sebastián Cerdán, Institute of Biomedical Research, CSIC (Spain) Prof. Concettina Guerra, University of Padua (Italy) and Georgia Tech, USA. Special Track on Applications In addition to the theoretical research papers, a special track on applications will be organized as a part of IWCIA’11. Prospective authors are invited to submit original papers describing in detail working computer systems for image analysis. The criteria for acceptance are originality, efficiency, and overall performance of the computer system. The accepted papers will be published by Research Publishing Services. After the Workshop, the authors of the best ranked papers will be invited to submit extended versions of their works for publication in special journal issues. Tutorials We are planning to organize tutorials on topics related to combinatorial image analysis.