Recognition I -- TextonBoost: Joint Appearance, Shape and Context Modeling for Multi-class Object Recognition and Segmentation -- Weakly Supervised Learning of Part-Based Spatial Models for Visual Object Recognition -- Hyperfeatures – Multilevel Local Coding for Visual Recognition -- Statistical Models and Visual Learning -- Riemannian Manifold Learning for Nonlinear Dimensionality Reduction -- Controlling Sparseness in Non-negative Tensor Factorization -- Conditional Infomax Learning: An Integrated Framework for Feature Extraction and Fusion -- Poster Session I -- Degen Generalized Cylinders and Their Properties -- Geodesics Between 3D Closed Curves Using Path-Straightening -- Robust Homography Estimation from Planar Contours Based on Convexity -- Detecting Instances of Shape Classes That Exhibit Variable Structure -- Direct Solutions for Computing Cylinders from Minimal Sets of 3D Points -- Estimation of Multiple Periodic Motions from Video -- Robust Multi-body Motion Tracking Using Commute Time Clustering -- A Tuned Eigenspace Technique for Articulated Motion Recognition -- Real-Time Non-rigid Shape Recovery Via Active Appearance Models for Augmented Reality -- A Fluid Motion Estimator for Schlieren Image Velocimetry -- Bilateral Filtering-Based Optical Flow Estimation with Occlusion Detection -- Geometry and Kinematics with Uncertain Data -- Euclidean Structure from N ? 2 Parallel Circles: Theory and Algorithms -- Overconstrained Linear Estimation of Radial Distortion and Multi-view Geometry -- Camera Calibration with Two Arbitrary Coaxial Circles -- Molding Face Shapes by Example -- Reconstruction of Canal Surfaces from Single Images Under Exact Perspective -- Subspace Estimation Using Projection Based M-Estimators over Grassmann Manifolds -- Learning 2D Hand Shapes Using the Topology Preservation Model GNG -- Towards Optimal Training of Cascaded Detectors -- Learning and Incorporating Top-Down Cues in Image Segmentation -- Learning to Detect Objects of Many Classes Using Binary Classifiers -- A Unifying Framework for Mutual Information Methods for Use in Non-linear Optimisation -- Random Walks, Constrained Multiple Hypothesis Testing and Image Enhancement -- From Tensor-Driven Diffusion to Anisotropic Wavelet Shrinkage -- SURF: Speeded Up Robust Features -- Top-Points as Interest Points for Image Matching -- Machine Learning for High-Speed Corner Detection -- Smooth Image Segmentation by Nonparametric Bayesian Inference -- Shape Analysis and Fuzzy Control for 3D Competitive Segmentation of Brain Structures with Level Sets -- Variational Motion Segmentation with Level Sets -- Ellipse Fitting with Hyperaccuracy -- A Physically-Motivated Deformable Model Based on Fluid Dynamics -- Video and Image Bayesian Demosaicing with a Two Color Image Prior -- Generalized Multi-sensor Planning -- Variational Shape and Reflectance Estimation Under Changing Light and Viewpoints -- Specularity Removal in Images and Videos: A PDE Approach -- 3D Reconstruction and Multi-view Geometry -- Carved Visual Hulls for Image-Based Modeling -- What Is the Range of Surface Reconstructions from a Gradient Field? -- Practical Global Optimization for Multiview Geometry -- Perspective n-View Multibody Structure-and-Motion Through Model Selection -- Confocal Stereo.