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Intelligent Science and Intelligent Data Engineering

  • Kartonierter Einband
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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.

Thoroughly reviewed selected papers from IScIDE 2012

Contains 56 full papers, 19 oral papers, and 30 spotlight papers

Covers a wide range of subjects in the field

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.


Titel: Intelligent Science and Intelligent Data Engineering
Untertitel: Third Sino-foreign-interchange Workshop, IScIDE 2012, Nanjing, China, October 15-17, 2012, Revised Selected Papers
EAN: 9783642366680
ISBN: 3642366686
Format: Kartonierter Einband
Herausgeber: Springer Berlin Heidelberg
Anzahl Seiten: 900
Gewicht: 1334g
Größe: H235mm x B155mm x T47mm
Jahr: 2013
Untertitel: Englisch
Auflage: 2013

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