Pattern Recognition and Computer Vision

Table of Contents

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   Book Overview
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   Chapter 1 Chinese Painting Rendering by Adaptive Style Transfer
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   Chapter 2 The Accurate Guidance for Image Caption Generation
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   Chapter 3 Large-Scale Visible Watermark Detection and Removal with Deep Convolutional Networks
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   Chapter 4 Learning to Generate Realistic Scene Chinese Character Images by Multitask Coupled GAN
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   Chapter 5 A Recognition Method of the Similarity Character for Uchen Script Tibetan Historical Document Based on DNN
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   Chapter 6 Research on the Method of Tibetan Recognition Based on Component Location Information
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   Chapter 7 Research on Text Line Segmentation of Historical Tibetan Documents Based on the Connected Component Analysis
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   Chapter 8 Online Handwriting Tibetan Character Recognition Based on Two-Dimensional Discriminant Locality Alignment
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    Chapter 9 Complex Printed Uyghur Document Image Retrieval Based on Modified SURF Features
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    Chapter 10 Deep Word Association: A Flexible Chinese Word Association Method with Iterative Attention Mechanism
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    Chapter 11 Face Recognition Based on Multi-view
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    Chapter 12 Conditional Face Synthesis for Data Augmentation
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    Chapter 13 Face Image Illumination Processing Based on GAN with Dual Triplet Loss
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    Chapter 14 Face Detection and Encryption for Privacy Preserving in Surveillance Video
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    Chapter 15 Content-Aware Face Blending by Label Propagation
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    Chapter 16 Facial Expression Recognition Based on Region-Wise Attention and Geometry Difference
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    Chapter 17 Score-Guided Face Alignment Network Under Occlusions
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    Chapter 18 Robust Face Detector with Fully Convolutional Networks
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    Chapter 19 Nuclear Norm Based Superposed Collaborative Representation Classifier for Robust Face Recognition
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    Chapter 20 Face Image Set Recognition Based on Bilinear Regression
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    Chapter 21 Semi-supervised Learning of Deep Difference Features for Facial Expression Recognition
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    Chapter 22 Noise Level Estimation for Overcomplete Dictionary Learning Based on Tight Asymptotic Bounds
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    Chapter 23 Perceptual Compressive Sensing
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    Chapter 24 Differential and Integral Invariants Under Möbius Transformation
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    Chapter 25 Automatic Classifier Selection Based on Classification Complexity
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    Chapter 26 Gradient-Based Representational Similarity Analysis with Searchlight for Analyzing fMRI Data
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    Chapter 27 Feature Aggregation Tree: Capture Temporal Motion Information for Action Recognition in Videos
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    Chapter 28 Adaptive Ensemble Probabilistic Matrix Approximation for Recommendation
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    Chapter 29 A Deep Structure-Enforced Nonnegative Matrix Factorization for Data Representation
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    Chapter 30 An Embedded Method for Feature Selection Using Kernel Parameter Descent Support Vector Machine
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    Chapter 31 Multimodal Joint Representation for User Interest Analysis on Content Curation Social Networks
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    Chapter 32 LTSG: Latent Topical Skip-Gram for Mutually Improving Topic Model and Vector Representations
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    Chapter 33 Improve the Spoofing Resistance of Multimodal Verification with Representation-Based Measures
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    Chapter 34 Function-Guided Energy-Precision Optimization with Precision-Rate-Complexity Bivariate Models
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    Chapter 35 Point Cloud Noise and Outlier Removal with Locally Adaptive Scale
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    Chapter 36 Robust Multi-view Subspace Learning Through Structured Low-Rank Matrix Recovery
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    Chapter 37 An Online Learning Approach for Robust Motion Tracking in Liver Ultrasound Sequence
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    Chapter 38 Set-to-Set Distance Metric Learning on SPD Manifolds
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    Chapter 39 Structure Fusion and Propagation for Zero-Shot Learning
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    Chapter 40 A Hierarchical Cluster Validity Based Visual Tree Learning for Hierarchical Classification
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    Chapter 41 Robust Shapelets Learning: Transform-Invariant Prototypes
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    Chapter 42 A Co-training Approach for Multi-view Density Peak Clustering
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    Chapter 43 Boosting Sparsity-Induced Autoencoder: A Novel Sparse Feature Ensemble Learning for Image Classification
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    Chapter 44 Matrix-Instance-Based One-Pass AUC Optimization
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    Chapter 45 Piecewise Harmonic Image Restoration with High Order Variational Model
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    Chapter 46 Dynamic Delay Based Cyclic Gradient Update Method for Distributed Training
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    Chapter 47 Semi-supervised Dictionary Active Learning for Pattern Classification
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    Chapter 48 Multi-feature Shared and Specific Representation for Pattern Classification
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    Chapter 49 Distillation of Random Projection Filter Bank for Time Series Classification
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    Chapter 50 Jointly Sparse Reconstructed Regression Learning
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    Chapter 51 Multi-scale Attributed Graph Kernel for Image Categorization