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 -- Spotlights and 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 Recognition Using Prioritized Feature Matching.

The six-volume set comprising LNCS volumes 6311 -- 6316 constitutes the refereed proceedings of the 11th European Conference on Computer Vision, ECCV 2010, held in Heraklion, Crete, Greece, in September 2010. The 325 revised papers presented were carefully reviewed and selected from 1174 submissions. The papers are organized in topical sections on object and scene recognition; segmentation and grouping; face, gesture, biometrics; motion and tracking; statistical models and visual learning; matching, registration, alignment; computational imaging; mutli-view geometry; image features; video and event characterization; shape representation and recognition; stereo; reflectance, illumination, color; medical image analysis.