Spotlights and Posters M2.- Resampling Structure from Motion.- Sequential Non-Rigid Structure-from-Motion with the 3D-Implicit Low-Rank Shape Model.- Bundle Adjustment in the Large.- Sparse Non-linear Least Squares Optimization for Geometric Vision.- Geometric Image Parsing in Man-Made Environments.- Euclidean Structure Recovery from Motion in Perspective Image Sequences via Hankel Rank Minimization.- Exploiting Loops in the Graph of Trifocal Tensors for Calibrating a Network of Cameras.- Efficient Structure from Motion by Graph Optimization.- Conjugate Gradient Bundle Adjustment.- NF-Features – No-Feature-Features for Representing Non-textured Regions.- Detecting Large Repetitive Structures with Salient Boundaries.- Fast Covariance Computation and Dimensionality Reduction for Sub-window Features in Images.- Binary Coherent Edge Descriptors.- Adaptive and Generic Corner Detection Based on the Accelerated Segment Test.- Spatially-Sensitive Affine-Invariant Image Descriptors.- Object Classification Using Heterogeneous Co-occurrence Features.- Maximum Margin Distance Learning for Dynamic Texture Recognition.- Image Invariants for Smooth Reflective Surfaces.- Visibility Subspaces: Uncalibrated Photometric Stereo with Shadows.- Ring-Light Photometric Stereo.- Shape from Second-Bounce of Light Transport.- A Dual Theory of Inverse and Forward Light Transport.- Lighting Aware Preprocessing for Face Recognition across Varying Illumination.- Detecting Ground Shadows in Outdoor Consumer Photographs.- The Semi-explicit Shape Model for Multi-object Detection and Classification.- Humans and Faces.- Coupled Gaussian Process Regression for Pose-Invariant Facial Expression Recognition.- Bilinear Kernel Reduced Rank Regression for Facial Expression Synthesis.- Multi-class Classification on Riemannian Manifolds for Video Surveillance.- Modeling Temporal Structure of Decomposable Motion Segments for Activity Classification.- Cascaded Models for Articulated Pose Estimation.- Spotlightsand Posters T1.- State Estimation in a Document Image and Its Application in Text Block Identification and Text Line Extraction.- Discriminative Learning with Latent Variables for Cluttered Indoor Scene Understanding.- Simultaneous Segmentation and Figure/Ground Organization Using Angular Embedding.- Cosegmentation Revisited: Models and Optimization.- Optimal Contour Closure by Superpixel Grouping.- Fast and Exact Primal-Dual Iterations for Variational Problems in Computer Vision.- An Experimental Study of Color-Based Segmentation Algorithms Based on the Mean-Shift Concept.- Towards More Efficient and Effective LP-Based Algorithms for MRF Optimization.- Energy Minimization under Constraints on Label Counts.- A Fast Dual Method for HIK SVM Learning.- Weakly-Paired Maximum Covariance Analysis for Multimodal Dimensionality Reduction and Transfer Learning.- Optimizing Complex Loss Functions in Structured Prediction.- A Novel Parameter Estimation Algorithm for the Multivariate t-Distribution and Its Application to Computer Vision.- LACBoost and FisherBoost: Optimally Building Cascade Classifiers.- A Shrinkage Learning Approach for Single Image Super-Resolution with Overcomplete Representations.- Object of Interest Detection by Saliency Learning.- Boundary Detection Using F-Measure-, Filter- and Feature- (F3) Boost.- Unsupervised Learning of Functional Categories in Video Scenes.- Automatic Learning of Background Semantics in Generic Surveilled Scenes.- Why Did the Person Cross the Road (There)? Scene Understanding Using Probabilistic Logic Models and Common Sense Reasoning.- A Data-Driven Approach for Event Prediction.- Activities as Time Series of Human Postures.- Fast Approximate Nearest Neighbor Methods for Non-Euclidean Manifolds with Applications to Human Activity Analysis in Videos.- The Quadratic-Chi Histogram Distance Family.- Membrane Nonrigid Image Registration.- Affine Puzzle: Realigning Deformed Object Fragments without Correspondences.- Location RecognitionUsing Prioritized Feature Matching.