Visual Learning -- Constrained Spectral Clustering via Exhaustive and Efficient Constraint Propagation -- Object Recognition with Hierarchical Stel Models -- MIForests: Multiple-Instance Learning with Randomized Trees -- Manifold Valued Statistics, Exact Principal Geodesic Analysis and the Effect of Linear Approximations -- Stacked Hierarchical Labeling -- Spotlights and Posters R2 -- Fully Isotropic Fast Marching Methods on Cartesian Grids -- Clustering Complex Data with Group-Dependent Feature Selection -- On Parameter Learning in CRF-Based Approaches to Object Class Image Segmentation -- Exploring the Identity Manifold: Constrained Operations in Face Space -- Multi-label Linear Discriminant Analysis -- Convolutional Learning of Spatio-temporal Features -- Learning Pre-attentive Driving Behaviour from Holistic Visual Features -- Detecting People Using Mutually Consistent Poselet Activations -- Disparity Statistics for Pedestrian Detection: Combining Appearance, Motion and Stereo -- Multi-stage Sampling with Boosting Cascades for Pedestrian Detection in Images and Videos -- Learning to Detect Roads in High-Resolution Aerial Images -- Thinking Inside the Box: Using Appearance Models and Context Based on Room Geometry -- A Structural Filter Approach to Human Detection -- Geometric Constraints for Human Detection in Aerial Imagery -- Handling Urban Location Recognition as a 2D Homothetic Problem -- Recursive Coarse-to-Fine Localization for Fast Object Detection -- A Local Bag-of-Features Model for Large-Scale Object Retrieval -- Velocity-Dependent Shutter Sequences for Motion Deblurring -- Colorization for Single Image Super Resolution -- Programmable Aperture Camera Using LCoS -- A New Algorithmic Approach for Contrast Enhancement -- Seeing through Obscure Glass -- A Continuous Max-Flow Approach to Potts Model -- Hybrid Compressive Sampling via a New Total Variation TVL1 -- Perspective Imaging under Structured Light -- Lighting and Pose Robust Face Sketch Synthesis -- Predicting Facial Beauty without Landmarks -- Gabor Feature Based Sparse Representation for Face Recognition with Gabor Occlusion Dictionary -- Motion Profiles for Deception Detection Using Visual Cues -- A Robust and Scalable Approach to Face Identification -- Emotion Recognition from Arbitrary View Facial Images -- Face Liveness Detection from a Single Image with Sparse Low Rank Bilinear Discriminative Model -- Robust Head Pose Estimation Using Supervised Manifold Learning -- Knowledge Based Activity Recognition with Dynamic Bayesian Network -- View and Style-Independent Action Manifolds for Human Activity Recognition -- Figure-Ground Image Segmentation Helps Weakly-Supervised Learning of Objects -- Enhancing Interactive Image Segmentation with Automatic Label Set Augmentation -- Hough Transform and 3D SURF for Robust Three Dimensional Classification.

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.