Combinatorial Image Analysis

15th International Workshop, IWCIA 2012, Austin, TX, USA, November 28-30, 2012, Proceedings
Buch | Softcover
XIV, 313 Seiten
2012 | 2012
Springer Berlin (Verlag)
978-3-642-34731-3 (ISBN)
53,49 inkl. MwSt
This volume constitutes the refereed proceedings of the 15th International Workshop on Combinatorial Image Analysis, IWCIA 2012, held in Austin, TX, USA in November 2012.The 23 revised full papers presented were carefully reviewed and selected from numerous submissions. The topics covered include digital geometry, combinatorics in digital spaces, digital curves and surfaces; digital topologyl grammars, transformation, applications; grammars and models in image analysis; picture transformations, morphologic operations, image segmentation; and discrete tomography, applications.

Part I: Geometry and Topology Digital Geometry, Combinatorics in Digital Spaces. Digital Curves and Surfaces On Finding Shortest Isothetic Path Inside a Digital Object.- Fast Slicing of Orthogonal Covers Using DCEL.- Fast Combinatorial Algorithm for Tightly Separating Hyperplanes.- Digital Curvatures Applied to 3D Object Analysis and Recognition: A Case Study.- Discrete Polynomial Curve Fitting to Noisy Data.- A Probabilistic Measure of Circularity.- Digital Topology A New Framework for Connected Components Labeling of Binary Images.- Small Work Space Algorithms for Some Basic Problems on Binary Images.- Adjacencies for Structuring the Digital Plane.- On Topology Preservation for Triangular Thinning Algorithms.- Cellular Topology on the Triangular Grid.-Part II: Grammars, Transformations, Applications Grammars and Models in Image Analysis A P System Model for Contextual Array Languages.- Rectangular Arrays and Petri Nets.- Regional Hexagonal Tile Rewriting Grammars.- Partial Commputation on Array Languages.-Picture Transformations, Morphologic Operations, Image Segmentation.- Incremental Learning of the Model for Watershed-Based Image Segmentation.- Fast Level-Wise Convolution.-Combinatorial Properties of 2D Discrete Rigid Transformations under Pixel-Invariance Constraints.- Novel Morphological Algorithms for Dominating Sets on Graphs with Applications to Image Analysis.- Discrete Tomography, Applications Binary Image Reconstruction from Two Projections and Skeletal Information.- Energy-Minimization Based Discrete Tomography Reconstruction Method for Images on Triangular Grid.- Skin Lesion Feature Vector Space with a Metric to Model Geometric Structures of Malignancy for Classification.- Segmentation by a Local and Global Fuzzy Gaussian Distribution Energy Minimization of an Active Contour Model.

Erscheint lt. Verlag 11.10.2012
Reihe/Serie Image Processing, Computer Vision, Pattern Recognition, and Graphics
Lecture Notes in Computer Science
Zusatzinfo XIV, 313 p. 176 illus.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 504 g
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Schlagworte Algorithm analysis and problem complexity • array grammars • Bildanalyse (EDV) • digital surfaces • discrete models • image reconstruction • space-efficient algorithms
ISBN-10 3-642-34731-2 / 3642347312
ISBN-13 978-3-642-34731-3 / 9783642347313
Zustand Neuware
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