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.

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, ComputedTomography, 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.