Intelligent Science and Intelligent Data Engineering

Third Sino-foreign-interchange Workshop, IScIDE 2012, Nanjing, China, October 15-17, 2012, Revised Selected Papers

AvJian Yang,Fang Fang

Häftad, Engelska, 2013

Del i serien Lecture Notes in Computer Science

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2013-02-02
Mått:155 x 235 x 48 mm
Vikt:1 334 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:880
Upplaga:2013
Förlag:Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN:9783642366680

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Artificiell intelligens inom Data och IT
Programmeringsböcker inom Data och IT

Innehållsförteckning

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.