Pattern Recognition and Computer Vision

Table of Contents

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   Book Overview
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   Chapter 1 Assessing Action Quality via Attentive Spatio-Temporal Convolutional Networks
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   Chapter 2 Axial Data Modeling with Collapsed Nonparametric Watson Mixture Models and Its Application to Depth Image Analysis
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   Chapter 3 Diagonal Symmetric Pattern Based Illumination Invariant Measure for Severe Illumination Variations
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   Chapter 4 Multi-level Temporal Pyramid Network for Action Detection
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   Chapter 5 Anchor-Free One-Stage Online Multi-object Tracking
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   Chapter 6 Multi-view and Multi-label Method with Three-Way Decision-Based Clustering
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   Chapter 7 Grouping and Recurrent Feature Encoding Based Multi-task Learning for Pedestrian Attribute Recognition
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   Chapter 8 Collaborative Classification for Woodland Data Using Similar Multi-concentrated Network
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    Chapter 9 Multi-classifier Guided Discriminative Siamese Tracking Network
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    Chapter 10 Noise Resistant Focal Loss for Object Detection
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    Chapter 11 Global-Local Mutual Guided Learning for Person Re-identification
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    Chapter 12 Handwritten Style Recognition for Chinese Characters on HCL2020 Dataset
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    Chapter 13 Multimodal Image Retrieval Based on Eyes Hints and Facial Description Properties
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    Chapter 14 Depth-Adaptive Discriminant Projection with Optimal Transport
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    Chapter 15 HOSENet: Higher-Order Semantic Enhancement for Few-Shot Object Detection
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    Chapter 16 Multi-model Network for Fine-Grained Cross-Media Retrieval
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    Chapter 17 Extraction of Spectral-Spatial 3-Dimensional Homogeneous Regions from Hyperspectral Images and Its Application to Fast Classification
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    Chapter 18 Feature-Less Stitching of Cylindrical Cable for Surface Inspection of Cable-Stayed Bridges
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    Chapter 19 Principal Semantic Feature Analysis with Covariance Attention
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    Chapter 20 Hierarchical Fusion for Gender Recognition Based on Hand Images
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    Chapter 21 Person Search via Anchor-Free Detection and Part-Based Group Feature Similarity Estimation
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    Chapter 22 Adaptive Model Updating Correlation Filter Tracker with Feature Fusion
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    Chapter 23 A Deep Tracking and Segmentation Approach for Soccer Videos Visual Effects
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    Chapter 24 Towards More Robust Detection for Small and Densely Arranged Ships in SAR Image
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    Chapter 25 SLPNet: Towards End-to-End Car License Plate Detection and Recognition Using Lightweight CNN
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    Chapter 26 Hierarchical Representations with Discriminative Meta-filters in Dual Path Network for Tracking
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    Chapter 27 Weakly Supervised Pedestrian Attribute Recognition with Attention in Latent Space
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    Chapter 28 Intra-Camera Supervised Person Re-ID by Tracklet Level Classifier
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    Chapter 29 Multi-level Prediction with Graphical Model for Human Pose Estimation
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    Chapter 30 Automatic Classification of Sleep Stages Based on Raw Single-Channel EEG
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    Chapter 31 Multi-Cue and Temporal Attention for Person Recognition in Videos
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    Chapter 32 Zero-Shot Learning Based on Salient Region and Enhanced Semantics
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    Chapter 33 Improving Backbones Performance by Complex Architectures
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    Chapter 34 Residual Attention SiameseRPN for Visual Tracking
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    Chapter 35 The Devil is in the Detail: Deep Feature Based Disguised Face Recognition Method
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    Chapter 36 Piecewise Hashing: A Deep Hashing Method for Large-Scale Fine-Grained Search
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    Chapter 37 MHASiam: Mixed High-Order Attention Siamese Network for Real-Time Visual Tracking
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    Chapter 38 Deep Face Recognition Based on Penalty Cosface
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    Chapter 39 Hierarchical Representation Learning of Dynamic Brain Networks for Schizophrenia Diagnosis
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    Chapter 40 Graph-Temporal LSTM Networks for Skeleton-Based Action Recognition
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    Chapter 41 Detection of High-Risk Depression Groups Based on Eye-Tracking Data
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    Chapter 42 Infrared Small Target Detection Based on Prior Constraint Network and Efficient Patch-Tensor Model
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    Chapter 43 A Novel Unsupervised Hashing Method for Image Retrieval Based on K-Reciprocal Nearest Neighbors
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    Chapter 44 Micro-Expression Recognition Using Micro-Variation Boosted Heat Areas
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    Chapter 45 Fashion-Sketcher: A Model for Producing Fashion Sketches of Multiple Categories
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    Chapter 46 Cross-Modality Person ReID with Maximum Intra-class Triplet Loss
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    Chapter 47 Locally Consistent Constrained Concept Factorization with L p Smoothness for Image Representation
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    Chapter 48 Direction-Sensitivity Features Ensemble Network for Rotation-Invariant Face Detection
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    Chapter 49 Branch Information Correction Network for Human Pose Estimation
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    Chapter 50 Automatic Detection of Cervical Cells Using Dense-Cascade R-CNN
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    Chapter 51 Feature Selection and Classification of Texture Images Based on Local Structure and Low-Rank Constraints
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    Chapter 52 Efficient Human Pose Estimation with Depthwise Separable Convolution and Person Centroid Guided Joint Grouping
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    Chapter 53 Discriminative Regions Erasing Strategy for Weakly-Supervised Temporal Action Localization
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    Chapter 54 Joint Feature Learning Network for Visible-Infrared Person Re-identification
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    Chapter 55 Pavement Crack Detection Using Attention U-Net with Multiple Sources
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    Chapter 56 A Cooperative Tracker by Fusing Correlation Filter and Siamese Network