Nonnegative Matrix Factorization on Orthogonal Subspace with Smoothed L0 Norm Constrained -- A Multiphase Entropy-Based Level Set Algorithm for MR Breast Image Segmentation Using Lattice Boltzmann Model -- Understanding the Top Grass Roots in Sina-Weibo -- Feature-Scoring-Based Multi-cue Infrared Object Tracking -- A Novel Unconstrained Correlation Filter and Its Application in Face Recognition -- Salience-Based Prototype Selection for K-Nearest Neighbor Classification in Multiple-Instance Learning -- Calibrate a Moving Camera on a Linear Translating Stage Using Virtual Plane + Parallax -- Neural Population Decoding in Short-Time Windows -- Noise and Illumination Invariant Road Detection Based on Vanishing Point -- Text-Like Motion Representation for Human Motion Retrieval -- A Novel Inductive Semi-supervised SVM with Graph-Based Self-training -- Pseudo-Zernike Moment Invariants to Blur Degradation and Their Use in Image Recognition -- Gait Recognition Based on Partitioned Weighting Gait Energy Image -- Facial Expressions Analysis Based on Cooperative Neuro-computing Interactions -- A Novel Moving Cast Shadow Detection of Vehicles in Traffic Scene -- Semi-supervised Learning with Local and Global Consistency by Geodesic Distance and Sparse Representation -- The Study of Rock Tunnel Stability Based on Extension Neural Network -- Head Pose Estimation via Background Removal -- Spatially Correlated Nonnegative Matrix Factorization for Image Analysis -- A Competitive Sample Selection Method for Palmprint Recognition -- A Local-Context-Based Fuzzy Algorithm for Image Enhancement -- 3D Partial Surface Matching Using Differential Geometry and Statistical Approaches -- Dimensionality Reduction by Low-Rank Embedding -- A Novel Cluster Combination Algorithm for Document Clustering -- Reliable Detection of Malignant Ventricular Arrhythmias Based on Complex Network Theory -- Face Registration: Evaluating Generative Models for Automatic Dense Landmarking of the Face -- Face Recognition with Multi-scale Block Local Ternary Patterns -- Ensemble Haar and MB-LBP Features for License Plate Detection -- Exploring Unknown Paths in Networks Based on Multiple Random Walks -- Face Recognition by Using Overlapping Block Discriminative Common Vectors -- Supervised Kernel Self-Organizing Map -- Automated Classification of Protein Subcellular Location Patterns on Images of Human Reproductive Tissues -- Formation Flight of Multi-agent Based on Formation Feedback Control -- Predicting the Age of Healthy Adults from Structural MRI by Sparse Representation -- A Multi-dimensional Data Association Algorithm for Multi-sensor Fusion -- An Image Quality Assessment Algorithm Based on Feature Selection -- Force Work Induced Metric for Face Verification -- Functional Connectivity-Based Parcellation of Human Medial Frontal -- Cortex via Maximum Margin Clustering -- 3D Facial Landmark Localization via a Local Surface Descriptor HoSNI -- Feature Reduction for Efficient Object Detection via L1-norm Latent SVM -- Iterative Phase Unwrapping in Color Doppler Flow Mapping -- TRUS Image Segmentation Driven by Narrow Band Contrast Pattern Using Shape Space Embedded Level Sets -- Multi-modal Based Violent Movies Detection in Video Sharing Sites -- Discriminant Analysis Based on Nearest Feature Line -- A Novel Matching Strategy for Finger Vein Recognition -- A Fast Vanishing Point Detection Method in Structured Road -- Tetrolet Regularization and Learning for Single Frame Image Super-Resolution -- Optimization and Fiber-Centered Prediction of Functional Network ROIs -- A Projected Conjugate Gradient Method for Compressive Sensing -- High-Quality Synthetic Aperture Auto-imaging under Occlusion -- Convergence Properties of Perceptron Learning with Noisy Teacher -- An Improved Approximate K-Nearest Neighbors Nonlocal-Means Denoising Method with GPU Acceleration -- Frameworks for Multimodal Biometric Using Sparse Coding -- Facial Expression Recognition Using a New Image Representation and Multiple Feature Fusion -- Face Recognition Using Fast Neighborhood Component Analysis with Spatially Smooth Regularizer -- Autoencoder for Polysemous Word -- Pedestrian Detection on Moving Vehicle Using Stereovision and 2D Cue -- Multiscale Sample Entropy Analysis of Wrist Pulse Blood Flow Signal for Disease Diagnosis -- Interactive Segmentation with Recommendation of Most Informative Regions -- Illumination Normalization for Face Recognition under Extreme Lighting Conditions -- A Finger Vein Image Quality Assessment Method Using Object and Human Visual System Index -- Synaesthetic Correspondence between Auditory Clips and Colors: An Empirical Study -- Learning Attribute Relation in Attribute-Based Zero-Shot Classification -- Calculating Vanishing Points in Dual Space -- SAR Image Segmentation Based on Gabor Filter Bank and Active Contours -- Measuring the Attentional Effect of the Bottom-Up Saliency Map of Natural Images -- Balance between Diversity and Relevance for Image Search Results -- Learning with Weak Views Based on Dependence Maximization Dimensionality Reduction -- Schizophrenia Candidate Genes Specific to Human Brain Region Are Restricted to Basal Ganglia -- Logistic Tensor Regression for Classification -- A Patch-Based Non-local Means Method for Image Denoising -- Contributions to the Horn-Schunck Optical Flow Equations-Part II: Decoupling via Linear Transformations -- Fast Restoration of Nonuniform Blurred Images -- Chaotic Random Projection for Cancelable Biometric Key Generation -- An Efficient Video Copy Detection Method Combining Vocabulary Tree and Inverted File -- Estimation Based on RBM from Label Proportions in Large Group Case -- Neighborhood-Preserving Estimation Algorithm for Facial Landmark Points -- An Efficient Algorithm for Feature Selection with Feature Correlation -- Classification of Three Wine Varieties Based on ELM and PCA -- On Non-Euclidean Metrics Based Clustering -- Learning Compact Representation for Image with Tensor Manifold Perspective -- Efficient ESL-Event-to-SQL Translation -- An Efficient Active Learning Method Based on Random Sampling and Backward Deletion -- Fuzziness-Preserving Attribute Reduction from Hybrid Data -- An Improved Fisher Discriminant Dictionary Learning for Video Object Tracking -- Performance Analysis of Matrix Gait Recognition under Linear Interpolation Framework -- Discriminative GMM-HMM Acoustic Model Selection Using Two-Level Bayesian Ying-Yang Harmony Learning -- Lightly Supervised Acoustic Model Training for Mandarin Continuous Speech Recognition -- A Hierarchical Representation Policy Iteration Algorithm for Reinforcement Learning -- Shape Retrieval Based on Parabolically Fitted Curvature Scale-Space Maps -- Markerless Tracking Algorithm Based on 3D Model for Augmented Reality System -- An Effective Lane Detection Algorithm for Structured Road in Urban -- A Scale-Space-Based System for Time Series Prediction -- An Affine Invariant Shape Retrieval Algorithm -- The Maximized Discriminative Subspace for Manifold Learning Problem -- Ridge-Based Automatic Vascular Centerline Tracking in X-ray Angiographic Images -- A Variational Model for Multiphase Image Segmentation on an Implicit Open Surface and Its Fast Algorithms -- Fusing Discrete Cosine Transform and Multi-level Center-Symmetric Local Binary Pattern Features for Periocular Recognition -- Artificial Neural Network Based Control Strategy Research and Simulation on Robot Uncalibrated Visual Servoing System -- A Computational Personality-Based and Event-Driven Emotions Model in PAD Space -- A Framework for Constructing Benchmark Databases and Protocols for Retinopathy in Medical Image Analysis -- Artificial Emotion Model of Child Playmate Robot Based on a Combined Method -- Implementation of Data Acquisition System Using 89C2051 -- A Modified BA Model with Tunable Clustering and Better Robustness -- Matrix-Variate Discriminative Analysis, Integrative Hypothesis Testing, and Geno-Pheno A5 Analyzer.

This book constitutes the proceedings of the third Sino-foreign-interchange Workshop on Intelligence Science and Intelligent Data Engineering, IScIDE 2012, held in Nanjing, China, in October 2012. The 105 papers presented were carefully peer-reviewed and selected from 429 submissions. Topics covered include pattern recognition; computer vision and image processing; machine learning and computational intelligence; knowledge discovery, data mining, and web mining; graphics and computer visualization; and multimedia processing and applications.