Pattern Recognition

Table of Contents

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   Book Overview
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   Chapter 1 A Nonlinear Classifier Based on Factorization Machines Model
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   Chapter 2 Training Deep Belief Network with Sparse Hidden Units
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   Chapter 3 The Research of Matching Area Selection Criterion for Gravity Gradient Aided Navigation
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   Chapter 4 A Manifold Learning Fusion Algorithm Based on Distance and Angle Preservation
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   Chapter 5 Application of Modified Teaching-Learning Algorithm in Coordination Optimization of TCSC and SVC
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   Chapter 6 Multi-task Sparse Gaussian Processes with Improved Multi-task Sparsity Regularization
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   Chapter 7 Short-Term Load Forecasting of LSSVM Based on Improved PSO Algorithm
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   Chapter 8 Blob Detection with the Determinant of the Hessian
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    Chapter 9 A Study on Layer Connection Strategies in Stacked Convolutional Deep Belief Networks
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    Chapter 10 Fault Diagnosis for Distribution Networks Based on Fuzzy Information Fusion
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    Chapter 11 Kernel-Distance Target Alignment
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    Chapter 12 A LLE-Based HMM Applied to the Prediction of Kiln Coal Feeding Trend
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    Chapter 13 Improved Margin Sampling for Active Learning
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    Chapter 14 Research on the Ant Colony Optimization Fuzzy Neural Network Control Algorithm for ABS
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    Chapter 15 Schatten p-Norm Based Matrix Regression Model for Image Classification
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    Chapter 16 Hyperspectral Image Classification by Exploiting the Spectral-Spatial Correlations in the Sparse Coefficients
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    Chapter 17 Spectral-Spatial Hyperspectral Image Classification Using Superpixel and Extreme Learning Machines
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    Chapter 18 Visual Tracking with Weighted Online Feature Selection
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    Chapter 19 A System of Image Aesthetic Classification and Evaluation Using Cloud Computing
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    Chapter 20 Image Feature Extraction via Graph Embedding Regularized Projective Non-negative Matrix Factorization
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    Chapter 21 Sparse Manifold Preserving for Hyperspectral Image Classification
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    Chapter 22 Hyperspectral Image Classification Using Local Collaborative Representation
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    Chapter 23 Simplified Constraints Rank-SVM for Multi-label Classification
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    Chapter 24 Semi-supervised Image Classification Learning Based on Random Feature Subspace
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    Chapter 25 An Improved Multi-label Classification Ensemble Learning Algorithm
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    Chapter 26 An Improved Sparse Representation De-noising for Keeping Structural Features
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    Chapter 27 A SVM Method Trained by Improved Particle Swarm Optimization for Image Classification
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    Chapter 28 Sparsity Based Feature Extraction for Kernel Minimum Squared Error
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    Chapter 29 Saliency Detection Based on Spread Pattern and Manifold Ranking
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    Chapter 30 A Structural Constraint Based Dual Camera Model
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    Chapter 31 Hough Voting with Distinctive Mid-Level Parts for Object Detection
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    Chapter 32 A Segmentation Based Change Detection Method for High Resolution Remote Sensing Image
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    Chapter 33 Eye Localization Based on Multi-Channel Correlation Filter Bank
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    Chapter 34 Person Re-identification by Cascade-Iterative Ranking
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    Chapter 35 Stereo Camera Based Real-Time Local Path-Planning for Mobile Robots
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    Chapter 36 A Tracking Method with Structural Local Mean and Local Standard Deviation Appearance Model
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    Chapter 37 Hough-RANSAC: A Fast and Robust Method for Rejecting Mismatches
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    Chapter 38 Partial Static Objects Based Scan Registration on the Campus
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    Chapter 39 Quasi-Orthorectified Panorama Generation Based on Affine Model from Terrain UAV Images
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    Chapter 40 Pattern Recognition
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    Chapter 41 Visual Texture Perception with Feature Learning Models and Deep Architectures
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    Chapter 42 Objects Detection Method by Learning Lifted Wavelet Filters
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    Chapter 43 A Fast Straight-Line Growing Algorithm for Sheet-Counting with Stacked-Paper Images
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    Chapter 44 Automatic Labanotation Generation Based on Human Motion Capture Data
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    Chapter 45 Self-organizing Map-Based Object Tracking with Saliency Map and K-Means Segmentation
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    Chapter 46 Superpixel-Based Global Optimization Method for Stereo Disparity Estimation
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    Chapter 47 Two-Stage Saliency Detection Based on Continuous CRF and Sparse Coding
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    Chapter 48 Continuous Energy Minimization Based Multi-target Tracking