Intelligent Science and Intelligent Data Engineering
Subtitle: Third Sino-foreign-interchange Workshop, IScIDE 2012, Nanjing, China, October 15-17, 2012. Revised Selected Papers
By: edited by Jian Yang, Fang Fang, Changyin Sun
Contributors: Fang, Fang; Sun, Changyin; SpringerLink (Online service)
Series: Lecture Notes in Computer Science -- 7751
Publisher: Springer Berlin Heidelberg; Imprint: Springer
Published: 2013
Place of publication: Berlin, Heidelberg
Language: eng
Format: [electronic resource] :
Number of pages: 880
ISBN-13: 9783642366697
Subjects: Pattern perception; Image Processing and Computer Vision; Computer graphics; Data Mining and Knowledge Discovery; Optical pattern recognition; Multimedia systems; Computer vision; Computer science; Data mining; Artificial intelligence; Artificial Intelligence (incl. Robotics)
Description: 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.
Table of contents: title: Nonnegative Matrix Factorization on Orthogonal Subspace with Smoothed L0 Norm Constrained; title: A Multiphase Entropy-Based Level Set Algorithm for MR Breast Image Segmentation Using Lattice Boltzmann Model; title: Understanding the Top Grass Roots in Sina-Weibo; title: Feature-Scoring-Based Multi-cue Infrared Object Tracking; title: A Novel Unconstrained Correlation Filter and Its Application in Face Recognition; title: Salience-Based Prototype Selection for K-Nearest Neighbor Classification in Multiple-Instance Learning; title: Calibrate a Moving Camera on a Linear Translating Stage Using Virtual Plane + Parallax; title: Neural Population Decoding in Short-Time Windows; title: Noise and Illumination Invariant Road Detection Based on Vanishing Point; title: Text-Like Motion Representation for Human Motion Retrieval; title: A Novel Inductive Semi-supervised SVM with Graph-Based Self-training; title: Pseudo-Zernike Moment Invariants to Blur Degradation and Their Use in Image Recognition; title: ^; title: Gait Recognition Based on Partitioned Weighting Gait Energy Image; title: Facial Expressions Analysis Based on Cooperative Neuro-computing Interactions; title: A Novel Moving Cast Shadow Detection of Vehicles in Traffic Scene; title: Semi-supervised Learning with Local and Global Consistency by Geodesic Distance and Sparse Representation; title: The Study of Rock Tunnel Stability Based on Extension Neural Network; title: Head Pose Estimation via Background Removal; title: Spatially Correlated Nonnegative Matrix Factorization for Image Analysis; title: A Competitive Sample Selection Method for Palmprint Recognition; title: A Local-Context-Based Fuzzy Algorithm for Image Enhancement; title: 3D Partial Surface Matching Using Differential Geometry and Statistical Approaches; title: Dimensionality Reduction by Low-Rank Embedding; title: A Novel Cluster Combination Algorithm for Document Clustering; title: Reliable Detection of Malignant Ventricular Arrhythmias Based on Complex Network Theory; title: ^; title: ^^; title: Face Registration: Evaluating Generative Models for Automatic Dense Landmarking of the Face; title: Face Recognition with Multi-scale Block Local Ternary Patterns; title: Ensemble Haar and MB-LBP Features for License Plate Detection; title: Exploring Unknown Paths in Networks Based on Multiple Random Walks; title: Face Recognition by Using Overlapping Block Discriminative Common Vectors; title: Supervised Kernel Self-Organizing Map; title: Automated Classification of Protein Subcellular Location Patterns on Images of Human Reproductive Tissues; title: Formation Flight of Multi-agent Based on Formation Feedback Control; title: Predicting the Age of Healthy Adults from Structural MRI by Sparse Representation; title: A Multi-dimensional Data Association Algorithm for Multi-sensor Fusion; title: An Image Quality Assessment Algorithm Based on Feature Selection; title: Force Work Induced Metric for Face Verification; title: Functional Connectivity-Based Parcellation of Human Medial Frontal; title: Cortex via Maximum Margin Clustering; title: ^; title: ^^; title: 3D Facial Landmark Localization via a Local Surface Descriptor HoSNI; title: Feature Reduction for Efficient Object Detection via L1-norm Latent SVM; title: Iterative Phase Unwrapping in Color Doppler Flow Mapping; title: TRUS Image Segmentation Driven by Narrow Band Contrast Pattern Using Shape Space Embedded Level Sets; title: Multi-modal Based Violent Movies Detection in Video Sharing Sites; title: Discriminant Analysis Based on Nearest Feature Line; title: A Novel Matching Strategy for Finger Vein Recognition; title: A Fast Vanishing Point Detection Method in Structured Road; title: Tetrolet Regularization and Learning for Single Frame Image Super-Resolution; title: Optimization and Fiber-Centered Prediction of Functional Network ROIs; title: A Projected Conjugate Gradient Method for Compressive Sensing; title: High-Quality Synthetic Aperture Auto-imaging under Occlusion; title: Convergence Properties of Perceptron Learning with Noisy Teacher; title: ^; title: ^^; title: An Improved Approximate K-Nearest Neighbors Nonlocal-Means Denoising Method with GPU Acceleration; title: Frameworks for Multimodal Biometric Using Sparse Coding; title: Facial Expression Recognition Using a New Image Representation and Multiple Feature Fusion; title: Face Recognition Using Fast Neighborhood Component Analysis with Spatially Smooth Regularizer; title: Autoencoder for Polysemous Word; title: Pedestrian Detection on Moving Vehicle Using Stereovision and 2D Cue; title: Multiscale Sample Entropy Analysis of Wrist Pulse Blood Flow Signal for Disease Diagnosis; title: Interactive Segmentation with Recommendation of Most Informative Regions; title: Illumination Normalization for Face Recognition under Extreme Lighting Conditions; title: A Finger Vein Image Quality Assessment Method Using Object and Human Visual System Index; title: Synaesthetic Correspondence between Auditory Clips and Colors: An Empirical Study; title: Learning Attribute Relation in Attribute-Based Zero-Shot Classification; title: ^; title: ^^; title: Calculating Vanishing Points in Dual Space; title: SAR Image Segmentation Based on Gabor Filter Bank and Active Contours; title: Measuring the Attentional Effect of the Bottom-Up Saliency Map of Natural Images; title: Balance between Diversity and Relevance for Image Search Results; title: Learning with Weak Views Based on Dependence Maximization Dimensionality Reduction; title: Schizophrenia Candidate Genes Specific to Human Brain Region Are Restricted to Basal Ganglia; title: Logistic Tensor Regression for Classification; title: A Patch-Based Non-local Means Method for Image Denoising; title: Contributions to the Horn-Schunck Optical Flow Equations-Part II: Decoupling via Linear Transformations; title: Fast Restoration of Nonuniform Blurred Images; title: Chaotic Random Projection for Cancelable Biometric Key Generation; title: An Efficient Video Copy Detection Method Combining Vocabulary Tree and Inverted File; title: Estimation Based on RBM from Label Proportions in Large Group Case; title: ^; title: ^^; title: Neighborhood-Preserving Estimation Algorithm for Facial Landmark Points; title: An Efficient Algorithm for Feature Selection with Feature Correlation; title: Classification of Three Wine Varieties Based on ELM and PCA; title: On Non-Euclidean Metrics Based Clustering; title: Learning Compact Representation for Image with Tensor Manifold Perspective; title: Efficient ESL-Event-to-SQL Translation; title: An Efficient Active Learning Method Based on Random Sampling and Backward Deletion; title: Fuzziness-Preserving Attribute Reduction from Hybrid Data; title: An Improved Fisher Discriminant Dictionary Learning for Video Object Tracking; title: Performance Analysis of Matrix Gait Recognition under Linear Interpolation Framework; title: Discriminative GMM-HMM Acoustic Model Selection Using Two-Level Bayesian Ying-Yang Harmony Learning; title: Lightly Supervised Acoustic Model Training for Mandarin Continuous Speech Recognition; title: A Hierarchical Representation Policy Iteration Algorithm for Reinforcement Learning; title: ^; title: ^^; title: Shape Retrieval Based on Parabolically Fitted Curvature Scale-Space Maps; title: Markerless Tracking Algorithm Based on 3D Model for Augmented Reality System; title: An Effective Lane Detection Algorithm for Structured Road in Urban; title: A Scale-Space-Based System for Time Series Prediction; title: An Affine Invariant Shape Retrieval Algorithm; title: The Maximized Discriminative Subspace for Manifold Learning Problem; title: Ridge-Based Automatic Vascular Centerline Tracking in X-ray Angiographic Images; title: A Variational Model for Multiphase Image Segmentation on an Implicit Open Surface and Its Fast Algorithms; title: Fusing Discrete Cosine Transform and Multi-level Center-Symmetric Local Binary Pattern Features for Periocular Recognition; title: Artificial Neural Network Based Control Strategy Research and Simulation on Robot Uncalibrated Visual Servoing System; title: A Computational Personality-Based and Event-Driven Emotions Model in PAD Space; title: ^; title: ^^; title: A Framework for Constructing Benchmark Databases and Protocols for Retinopathy in Medical Image Analysis; title: Artificial Emotion Model of Child Playmate Robot Based on a Combined Method; title: Implementation of Data Acquisition System Using 89C2051; title: A Modified BA Model with Tunable Clustering and Better Robustness; title: Matrix-Variate Discriminative Analysis, Integrative Hypothesis Testing, and Geno-Pheno A5 Analyzer.; title: ^^