Invited Talks -- Inference and Learning for Active Sensing, Experimental Design and Control -- Large Scale Online Learning of Image Similarity through Ranking -- Inpainting Ideas for Image Compression -- Computer Vision -- Improving Scene Recognition through Visual Attention -- Smoothed Disparity Maps for Continuous American Sign Language Recognition -- Human Action Recognition Using Optical Flow Accumulated Local Histograms -- Trajectory Modeling Using Mixtures of Vector Fields -- High-Speed Human Detection Using a Multiresolution Cascade of Histograms of Oriented Gradients -- Face-to-Face Social Activity Detection Using Data Collected with a Wearable Device -- Estimating Vehicle Velocity Using Image Profiles on Rectified Images -- Kernel Based Multi-object Tracking Using Gabor Functions Embedded in a Region Covariance Matrix -- Autonomous Configuration of Parameters in Robotic Digital Cameras -- Facial Reconstruction and Alignment Using Photometric Stereo and Surface Fitting -- Facial Feature Extraction and Change Analysis Using Photometric Stereo -- Match Selection in Batch Mosaicing Using Mutual Information -- Space Carving Acceleration Using Uncertainty Measurements -- Mean Shift Parallel Tracking on GPU -- Local Boosted Features for Pedestrian Detection -- Plane Filtering for the Registration of Urban Range Laser Imagery -- Real-Time Motion Detection for a Mobile Observer Using Multiple Kernel Tracking and Belief Propagation -- Robust and Efficient Multipose Face Detection Using Skin Color Segmentation -- Image Analysis and Processing -- Contour Regularity Extraction Based on String Edit Distance -- Cell Division Detection on the Arabidopsis Thaliana Root -- HOG-Based Decision Tree for Facial Expression Classification -- Class Representative Visual Words for Category-Level Object Recognition -- Multi-Scale Image Analysis Applied to Radioastronomical Interferometric Data -- Robust Statistical Estimation Applied to Automatic Lip Segmentation -- Textural Features for Hyperspectral Pixel Classification -- A New Clustering Algorithm for Color Image Segmentation -- A Top-Down Approach for Automatic Dropper Extraction in Catenary Scenes -- A Scale Invariant Interest Point Detector for Discriminative Blob Detection -- Enhancing In-Vitro IVUS Data for Tissue Characterization -- Toward Robust Myocardial Blush Grade Estimation in Contrast Angiography -- Multi-spectral Texture Characterisation for Remote Sensing Image Segmentation -- Texture Measuring by Means of Perceptually-Based Fineness Functions -- High Performance Circle Detection through a GPU Rasterization Approach -- Appearance and Shape Prior Alignments in Level Set Segmentation -- The Diagonal Split: A Pre-segmentation Step for Page Layout Analysis and Classification -- Robust Super-Resolution Using a Median Filter for Irregular Samples -- Left Ventricle Segmentation from Heart MDCT -- A Comparison of Wavelet Based Spatio-temporal Decomposition Methods for Dynamic Texture Recognition -- A Fast Anisotropic Mumford-Shah Functional Based Segmentation -- Labeling Still Image Databases Using Graphical Models -- Pattern Recognition -- AdaBoost Multiple Feature Selection and Combination for Face Recognition -- Median Graph Computation by Means of a Genetic Approach Based on Minimum Common Supergraph and Maximum Common Subgraph -- Fatty Liver Characterization and Classification by Ultrasound -- Sleep/Wakefulness State from Actigraphy -- A Random Extension for Discriminative Dimensionality Reduction and Metric Learning -- Minimum Error-Rate Training in Statistical Machine Translation Using Structural SVMs -- Morpheme-Based Automatic Speech Recognition of Basque -- On a Kernel Regression Approach to Machine Translation -- Experimental Analysis of Insertion Costs in a Naïve Dynamic MDF-Tree -- An Approach to Estimate Perplexity Values for Language Models Based on Phrase Classes -- An Adaptive Approach for Affine-Invariant 2D Shape Description -- Towards Real-Time Human Action Recognition -- Using One-Class Classification Techniques in the Anti-phoneme Problem -- Index of Balanced Accuracy: A Performance Measure for Skewed Class Distributions -- Chromatographic Pattern Recognition Using Optimized One-Class Classifiers -- Variable Order Finite-Context Models in DNA Sequence Coding -- Characterizing Graphs Using Spherical Triangles -- Score Fusion by Maximizing the Area under the ROC Curve -- Gender Recognition from a Partial View of the Face Using Local Feature Vectors -- Melodic Track Identification in MIDI Files Considering the Imbalanced Context -- Bernoulli HMMs at Subword Level for Handwritten Word Recognition -- Simultaneous Identity and Expression Recognition Using Face Geometry on Low Dimensional Manifolds.