Theoretical Foundations of Image Analysis and Processing -- Generalized Perpendicular Bisector and Circumcenter -- Digital Stars and Visibility of Digital Objects -- ?-Arithmetization of Ellipses -- Connectedness of Offset Digitizations in Higher Dimensions -- Curvature Estimation for Discrete Curves Based on Auto-adaptive Masks of Convolution -- An Algorithm to Decompose n-Dimensional Rotations into Planar Rotations -- Tile Pasting Systems for Tessellation and Tiling Patterns -- Polyoisominoes -- Collage of Iso-Picture Languages and P Systems -- Online Tessellation Automaton Recognizing Various Classes of Convex Polyominoes -- A New Method for Generation of Three-Dimensional Cubes -- Methods and Applications. Medical Imaging, Bioimaging, Biometrics, and Imaging in Material Sciences -- Surface-Based Imaging Methods for High-Resolution Functional Magnetic Resonance Imaging -- Characterization of a SimMechanics Model for a Virtual Glove Rehabilitation System -- Numerical Methods for the Semi-automatic Analysis of Multimodal Wound Healing Images -- Customizable Visualization on Demand for Hierarchically Organized Information in Biochemical Networks -- Improved Kernel Common Vector Method for Face Recognition Varying in Background Conditions -- Compact Binary Patterns (CBP) with Multiple Patch Classifiers for Fast and Accurate Face Recognition -- Graph-Theoretic Image Alignment Using Topological Features -- Fast Automatic Microstructural Segmentation of Ferrous Alloy Samples Using Optimum-Path Forest -- Numerical Simulations of Hypoeutectoid Steels under Loading Conditions, Based on Image Processing and Digital Material Representation -- Surface Finish Control in Machining Processes Using Haralick Descriptors and Neuronal Networks -- Methods and Applications. Image Reconstruction, Computed Tomography, and Other Applications -- Direction-Dependency of a Binary Tomographic Reconstruction Algorithm -- Circular Acquisition to Define the Minimal Set of Projections for Optimal MRI Reconstruction -- Surface Reconstruction with an Interactive Modification of Point Normals -- On the Effects of Normalization in Adaptive MRF Hierarchies -- Topology Preserving Parallel Smoothing for 3D Binary Images -- Coding a Simulation Model of the 3D Structure of Paper -- Crowd Behavior Surveillance Using Bhattacharyya Distance Metric.

This volume constitutes the refereed proceedings of the International Symposium "Computational Modeling of Objects Represented in Images. Fundamentals, Methods and Applications'', CompIMAGE 2010, held in Buffalo, NY, in May 2010. The 28 revised full papers presented were carefully reviewed and selected from 77 submissions. They are organized in topical sections on theoretical foundations of image analysis and processing; methods and applications on medical imaging, bioimaging, biometrics, and imaging in material sciences, as well as methods and applications on image reconstruction, computed tomography, and other applications.