Table of Contents - Part I.-Biomedical Imaging: A Computer Vision Perspective -- Rapid Localisation and Retrieval of Human Actions with Relevance Feedback -- Deformable Shape Reconstruction from Monocular Video with Manifold Forests -- Multi-SVM Multi-instance Learning for Object-Based Image Retrieval -- Maximizing Edit Distance Accuracy with Hidden Conditional Random Fields -- Background Recovery by Fixed-Rank Robust Principal Component Analysis -- Manifold Learning and the Quantum Jensen-Shannon Divergence Kernel -- Spatio-temporal Manifold Embedding for Nearly-Repetitive Contents in a Video Stream -- Spatio-temporal Human Body Segmentation from Video Stream -- Sparse Depth Sampling for Interventional 2-D/3-D Overlay: Theoretical Error Analysis and Enhanced Motion Estimation -- Video Synopsis Based on a Sequential Distortion Minimization Method -- A Graph Embedding Method Using the Jensen-Shannon Divergence -- Mixtures of Radial Densities for Clustering Graph -- Analysis of Wave Packet Signature of a Graph -- Hearing versus Seeing Identical Twins -- Voting Strategies for Anatomical Landmark Localization Using the Implicit Shape Model -- Evaluating the Impact of Color on Texture Recognition -- Temporal Self-Similarity for Appearance-Based Action Recognition in Multi-View Setups -- Adaptive Pixel/Patch-Based Stereo Matching for 2D Face Recognition -- A Machine Learning Approach for Displaying Query Results in Search Engines -- A New Pixel-Based Quality Measure for Segmentation Algorithms Integrating Precision, Recall and Specificity -- A Novel Border Identification Algorithm Based on an "Anti-Bayesian" Paradigm -- Assessing the Effect of Crossing Databases on Global and Local Approaches for Face Gender Classification -- BRDF Estimation for Faces from a Sparse Dataset Using a Neural Network -- Comparison of Leaf Recognition by Moments and Fourier Descriptors -- Dense Correspondence of Skull Models by Automatic Detection of Anatomical Landmarks -- Detection of Visual Defects in Citrus Fruits: Multivariate Image Analysis vs Graph Image Segmentation -- Domain Adaptation Based on Eigen-Analysis and Clustering, for Object Categorization -- Estimating Clusters Centres Using Support Vector Machine: An Improved Soft Subspace Clustering Algorithm -- Fast Approximate Minimum Spanning Tree Algorithm Based on K-Means -- Fast EM Principal Component Analysis Image Registration Using Neighbourhood Pixel Connectivity -- Fast Unsupervised Segmentation Using Active Contours and Belief Functions -- Flexible Hypersurface Fitting with RBF Kernels -- Gender Classification Using Facial Images and Basis Pursuit -- Graph Clustering through Attribute Statistics Based Embedding -- Graph-Based Regularization of Binary Classifiers for Texture Segmentation -- Hierarchical Annealed Particle Swarm Optimization for Articulated Object Tracking -- High-Resolution Feature Evaluation Benchmark -- Fully Automatic Segmentation of AP Pelvis X-rays via Random Forest Regression and Hierarchical Sparse Shape Composition -- Language Adaptive Methodology for Handwritten Text Line Segmentation -- Learning Geometry-Aware Kernels in a Regularization Framework -- Motion Trend Patterns for Action Modelling and Recognition -- On Achieving Near-Optimal "Anti-Bayesian" Order Statistics-Based Classification for Asymmetric Exponential Distributions -- Optimizing Feature Selection through Binary Charged System Search -- Outlines of Objects Detection by Analogy -- PaTHOS: Part-Based Tree Hierarchy for Object Segmentation -- Tracking System with Re-identification Using a Graph Kernels Approach -- Recognizing Human-Object Interactions Using Sparse Subspace Clustering -- Scale-Space Clustering on the Sphere -- The Importance of Long-Range Interactions to Texture Similarity -- Unsupervised Dynamic Textures Segmentation -- Voting Clustering and Key Points Selection -- Motor Pump Fault Diagnosis with Feature Selection and Levenberg-Marquardt Trained Feedforward Neural Network -- Unobtrusive Fall Detection at Home Using Kinect Sensor -- "BAM!" Depth-Based Body Analysis in Critical Care -- 3-D Feature Point Matching for Object Recognition Based on Estimation of Local Shape Distinctiveness -- 3D Human Tracking from Depth Cue in a Buying Behavior Analysis Context -- A New Bag of Words LBP (BoWL) Descriptor for Scene Image Classification.-Accurate Scale Factor Estimation in 3D Reconstruction -- Affine Colour Optical Flow Computation -- Can Salient Interest Regions Resume Emotional Impact of an Image? -- Contraharmonic Mean Based Bias Field Correction in MR Images -- Correlation between Biopsy Confirmed Cases and Radiologist's Annotations in the Detection of Lung Nodules by Expanding the Diagnostic Database Using Content Based Image Retrieval -- Enforcing Consistency of 3D Scenes with Multiple Objects Using Shape-from-Contours -- Expectation Conditional Maximization-Based Deformable Shape Registration -- Facial Expression Recognition with Regional Features Using Local Binary Patterns -- Global Image Registration Using Random Projection and Local Linear Method -- Image Segmentation by Oriented Image Foresting Transform with Geodesic Star Convexity -- Multi-run 3D Streetside Reconstruction from a Vehicle -- Interactive Image Segmentation via Graph Clustering and Synthetic Coordinates Modeling.