Pattern Recognition and Computer Vision

Table of Contents

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   Book Overview
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   Chapter 1 Channel Feature Enhanced Detector for Small Ball Detection
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   Chapter 2 High-Order Graph Convolutional Network for Skeleton-Based Human Action Recognition
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   Chapter 3 Multi-scale Spatial-Temporal Attention for Action Recognition
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   Chapter 4 Reading Digital Numbers of Water Meter with Deep Learning Based Object Detector
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   Chapter 5 Exploiting Category-Level Semantic Relationships for Fine-Grained Image Recognition
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   Chapter 6 On the Multi-scale Real-Time Object Detection Using ResNet
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   Chapter 7 Learning Attention Regularization Correlation Filter for Visual Tracking
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   Chapter 8 Target Tracking via Two-Branch Spatio-Temporal Regularized Correlation Filter Network
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    Chapter 9 A Real-Time Rock-Paper-Scissor Hand Gesture Recognition System Based on FlowNet and Event Camera
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    Chapter 10 Cross-Category Cross-Semantic Regularization for Fine-Grained Image Recognition
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    Chapter 11 The Multi-task Fully Convolutional Siamese Network with Correlation Filter Layer for Real-Time Visual Tracking
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    Chapter 12 Table Detection Using Boundary Refining via Corner Locating
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    Chapter 13 Dictionary Learning and Confidence Map Estimation-Based Tracker for Robot-Assisted Therapy System
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    Chapter 14 Power Line Corridor LiDAR Point Cloud Segmentation Using Convolutional Neural Network
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    Chapter 15 Face Liveness Detection Based on Client Identity Using Siamese Network
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    Chapter 16 Learning Weighted Video Segments for Temporal Action Localization
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    Chapter 17 REAPS: Towards Better Recognition of Fine-Grained Images by Region Attending and Part Sequencing
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    Chapter 18 Weakly-Supervised Action Recognition and Localization via Knowledge Transfer
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    Chapter 19 Visual Tracking with Levy Flight Grasshopper Optimization Algorithm
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    Chapter 20 Exploring Context Information for Accurate and Fast Object Detection
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    Chapter 21 A Novel Method for Thermal Image Based Electrical-Equipment Detection
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    Chapter 22 State Detection of Electrical Equipment Based on Infrared Thermal Imaging Technology
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    Chapter 23 Attention Based Convolutional Recurrent Neural Network for Environmental Sound Classification
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    Chapter 24 Salient Object Detection via Light-Weight Multi-path Refinement Networks
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    Chapter 25 Visual Object Tracking via an Improved Lightweight Siamese Network
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    Chapter 26 A Simple and Robust Attentional Encoder-Decoder Model for License Plate Recognition
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    Chapter 27 Semi-supervised Deep Neural Networks for Object Detection in Video Surveillance Systems
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    Chapter 28 YNBIRDS: A System for Fine-Grained Bird Image Recognition
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    Chapter 29 Quadratic Approximation Greedy Pursuit for Cardinality-Constrained Sparse Learning
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    Chapter 30 Iterative Discriminative Domain Adaptation
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    Chapter 31 Common Structured Low-Rank Matrix Recovery for Cross-View Classification
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    Chapter 32 Pruning Convolutional Neural Networks via Stochastic Gradient Hard Thresholding
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    Chapter 33 Channel and Constraint Compensation for Generative Adversarial Networks
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    Chapter 34 Faster Real-Time Face Alignment Method on CPU
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    Chapter 35 A Siamese Pedestrian Alignment Network for Person Re-identification
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    Chapter 36 Training Low Bitwidth Model with Weight Normalization for Convolutional Neural Networks
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    Chapter 37 Virtual Adversarial Training on Graph Convolutional Networks in Node Classification
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    Chapter 38 Brain Functional Connectivity Augmentation Method for Mental Disease Classification with Generative Adversarial Network
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    Chapter 39 Attention-Based Label Consistency for Semi-supervised Deep Learning
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    Chapter 40 Semantic Reanalysis of Scene Words in Visual Question Answering
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    Chapter 41 A Dustbin Category Based Feedback Incremental Learning Strategy for Hierarchical Image Classification
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    Chapter 42 Spatial-temporal Fusion Network with Residual Learning and Attention Mechanism: A Benchmark for Video-Based Group Re-ID
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    Chapter 43 Architectural Style Classification Based on DNN Model
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    Chapter 44 DAEimp: Denoising Autoencoder-Based Imputation of Sleep Heart Health Study for Identification of Cardiovascular Diseases
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    Chapter 45 Fabric Defect Detection Based on Lightweight Neural Network
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    Chapter 46 Person Re-identification with Neural Architecture Search
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    Chapter 47 Deep Convolutional Center-Based Clustering
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    Chapter 48 Exponential Moving Averaged Q-Network for DDPG
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    Chapter 49 Multi-scale Convolutional Neural Network Based on 3D Context Fusion for Lesion Detection
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    Chapter 50 Orientation Adaptive YOLOv3 for Object Detection in Remote Sensing Images
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    Chapter 51 Neural Ordinary Differential Equations with Envolutionary Weights
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    Chapter 52 Infrared Image Segmentation for Photovoltaic Panels Based on Res-UNet