Cognitive Vision -- Visual Search in Static and Dynamic Scenes Using Fine-Grain Top-Down Visual Attention -- Integration of Visual and Shape Attributes for Object Action Complexes -- 3D Action Recognition and Long-Term Prediction of Human Motion -- Tracking of Human Hands and Faces through Probabilistic Fusion of Multiple Visual Cues -- Enhancing Robustness of a Saliency-Based Attention System for Driver Assistance -- Covert Attention with a Spiking Neural Network -- Salient Region Detection and Segmentation -- Monitor and Surveillance -- The SAFEE On-Board Threat Detection System -- Region of Interest Generation in Dynamic Environments Using Local Entropy Fields -- Real-Time Face Tracking for Attention Aware Adaptive Games -- Rek-Means: A k-Means Based Clustering Algorithm -- Smoke Detection in Video Surveillance: A MoG Model in the Wavelet Domain -- Computer Vision Architectures -- Feature Extraction and Classification by Genetic Programming -- GPU-Based Multigrid: Real-Time Performance in High Resolution Nonlinear Image Processing -- Attention Modulation Using Short- and Long-Term Knowledge -- PCA Based 3D Shape Reconstruction of Human Foot Using Multiple Viewpoint Cameras -- An On-Line Interactive Self-adaptive Image Classification Framework -- Communication-Aware Face Detection Using Noc Architecture -- Calibration and Registration -- A System for Geometrically Constrained Single View Reconstruction -- Monocular Omnidirectional Visual Odometry for Outdoor Ground Vehicles -- Eyes and Cameras Calibration for 3D World Gaze Detection -- Evaluating Multiview Reconstruction -- Object Recognition and Tracking -- Detecting and Recognizing Abandoned Objects in Crowded Environments -- Diagnostic System for Intestinal Motility Disfunctions Using Video Capsule Endoscopy -- An Approach for Tracking the 3D Object Pose Using Two Object Points -- Adaptive Motion-Based Gesture Recognition Interface for Mobile Phones -- Weighted Dissociated Dipoles: An Extended Visual Feature Set -- Scene Classification Based on Multi-resolution Orientation Histogram of Gabor Features -- Automatic Object Detection on Aerial Images Using Local Descriptors and Image Synthesis -- CEDD: Color and Edge Directivity Descriptor: A Compact Descriptor for Image Indexing and Retrieval -- Ranking Corner Points by the Angular Difference between Dominant Edges -- Skeletonization Based on Metrical Neighborhood Sequences -- Bottom-Up and Top-Down Object Matching Using Asynchronous Agents and a Contrario Principles -- A Tale of Two Object Recognition Methods for Mobile Robots -- A Segmentation Approach in Novel Real Time 3D Plant Recognition System -- Face Recognition Using a Color PCA Framework -- Online Learning for Bootstrapping of Object Recognition and Localization in a Biologically Motivated Architecture -- Vein Segmentation in Infrared Images Using Compound Enhancing and Crisp Clustering -- Multiscale Laplacian Operators for Feature Extraction on Irregularly Distributed 3-D Range Data -- Learning -- A System That Learns to Tag Videos by Watching Youtube -- Geo-located Image Grouping Using Latent Descriptions -- Functional Object Class Detection Based on Learned Affordance Cues -- Increasing Classification Robustness with Adaptive Features -- Learning Visual Quality Inspection from Multiple Humans Using Ensembles of Classifiers -- Learning Contextual Variations for Video Segmentation -- Learning to Detect Aircraft at Low Resolutions -- A Novel Feature Selection Based Semi-supervised Method for Image Classification -- Sub-class Error-Correcting Output Codes -- Human Machine Interaction -- Spatio-temporal 3D Pose Estimation of Objects in Stereo Images -- Automatic Initialization for Facial Analysis in Interactive Robotics -- Face Recognition Across Pose Using View Based Active Appearance Models (VBAAMs) on CMU Multi-PIE Dataset -- Cross Modal Systems -- Object Category Detection Using Audio-Visual Cues -- Multimodal Interaction Abilities for a Robot Companion.