Intelligent Science and Intelligent Data Engineering Third Sino-foreign-interchange Workshop, IScIDE 2012, Nanjing, China, October 15-17, 2012. Revised Selected Papers /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Yang, Jian (Επιμελητής έκδοσης), Fang, Fang (Επιμελητής έκδοσης), Sun, Changyin (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Σειρά: Lecture Notes in Computer Science, 7751
• Θέματα: Computer science.; Data mining.; Multimedia information systems.; Artificial intelligence.; Computer graphics.; Image processing.; Pattern recognition.; Computer Science.; Image Processing and Computer Vision.; Pattern Recognition.; Computer Graphics.; Artificial Intelligence (incl. Robotics).; Multimedia Information Systems.; Data Mining and Knowledge Discovery.

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...

Πίνακας περιεχομένων:

• 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.