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Image and Graphics

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Cover of 'Image and Graphics'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 L2-CVAEGAN: Feature Aligned Generative Networks for Zero-Shot Learning
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    Chapter 2 HQ-Trans: A High-Quality Screening Based Image Translation Framework for Unsupervised Cross-Domain Pedestrian Detection
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    Chapter 3 FER-YOLO: Detection and Classification Based on Facial Expressions
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    Chapter 4 MSC-Fuse: An Unsupervised Multi-scale Convolutional Fusion Framework for Infrared and Visible Image
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    Chapter 5 Relation-Aware Reasoning with Graph Convolutional Network
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    Chapter 6 Feature Separation GAN for Cross View Gait Recognition
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    Chapter 7 Global Feature Polishing Network for Glass-Like Object Detection
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    Chapter 8 Imitating What You Need: An Adaptive Framework for Detector Distillation
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    Chapter 9 Fine-Grained Classification of Neutrophils with Hybrid Loss
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    Chapter 10 Open-Set Product Authentication Based on Deep Texture Verification
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    Chapter 11 Moving Object Detection Based on Self-adaptive Contour Extraction
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    Chapter 12 Small Infrared Aerial Target Detection Using Spatial and Temporal Cues
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    Chapter 13 Boundary Information Aggregation and Adaptive Keypoint Combination Enhanced Object Detection
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    Chapter 14 Accurate Oriented Instance Segmentation in Aerial Images
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    Chapter 15 Six-Channel Image Representation for Cross-Domain Object Detection
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    Chapter 16 Skeleton-Aware Network for Aircraft Landmark Detection
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    Chapter 17 Efficient Spectral Pyramid and Spectral-Spatial Feature Interactive Hyperspectral Image Classification
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    Chapter 18 Semi-supervised Cloud Edge Collaborative Power Transmission Line Insulator Anomaly Detection Framework
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    Chapter 19 Illumination-Enhanced Crowd Counting Based on IC-Net in Low Lighting Conditions
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    Chapter 20 An Open-Source Library of 2D-GMM-HMM Based on Kaldi Toolkit and Its Application to Handwritten Chinese Character Recognition
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    Chapter 21 Automatic Leaf Diseases Detection System Based on Multi-stage Recognition
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    Chapter 22 Aerial Image Object Detection Based on Superpixel-Related Patch
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    Chapter 23 AROA: Attention Refinement One-Stage Anchor-Free Detector for Objects in Remote Sensing Imagery
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    Chapter 24 Human-Object Interaction Detection Based on Multi-scale Attention Fusion
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    Chapter 25 Progressive Fusion Network for Safety Protection Detection
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    Chapter 26 A Densely Connected Neural Network Based on SSD for Multiscale SAR Ship Detection
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    Chapter 27 Multi-level Features Selection Network Based on Multi-attention for Salient Object Detection
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    Chapter 28 Learning Disentangled Representation for Fine-Grained Visual Categorization
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    Chapter 29 Timeception Single Shot Action Detector: A Single-Stage Method for Temporal Action Detection
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    Chapter 30 LLNet: A Lightweight Lane Line Detection Network
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    Chapter 31 Two-Stage Polishing Network for Camouflaged Object Detection
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    Chapter 32 Towards More Powerful Multi-column Convolutional Network for Crowd Counting
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    Chapter 33 Hole Detection with Texture-Suppression on Wooden Plate Surfaces
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    Chapter 34 Multi-scale Attention-Based Feature Pyramid Networks for Object Detection
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    Chapter 35 A Similarity Constraint Divergent Activation Method for Weakly Supervised Object Detection in Remote Sensing Images
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    Chapter 36 GSCAM: Global Spatial Coordinate Attention Module for Fine-Grained Image Recognition
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    Chapter 37 Drill Pipe Counting Method Based on Local Dense Optical Flow Estimation
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    Chapter 38 Color Texture Image Segmentation Using Histogram-Based CV Model Driven by Local Contrast Pattern
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    Chapter 39 A Weakly Supervised Defect Detection Based on Dual Path Networks and GMA-CAM
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    Chapter 40 Multi-Scale Spatial Transform Network for Atmospheric Polarization Prediction
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    Chapter 41 Dynamic Hypergraph Regularized Broad Learning System for Image Classification
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    Chapter 42 Weighted Conditional Distribution Adaptation for Motor Imagery Classification
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    Chapter 43 Color Multi-focus Image Fusion Using Quaternion Morphological Gradient and Improved KNN Matting
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    Chapter 44 Monocular Visual Analysis for Electronic Line Calling of Tennis Games
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    Chapter 45 Multi-homography Estimation and Inference Driven by Contour Alignment
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    Chapter 46 Scene Text Transfer for Cross-Language
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    Chapter 47 The Computer Measurement Method Research on Shaft’s Size by the Platform of the Optoelectronic Imaging
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    Chapter 48 Binary Multi-view Image Re-ranking
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    Chapter 49 Identifying Abnormal Map in Crowd Scenes Using Spatio-Temporal Social Force Model
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    Chapter 50 Robust Ellipse Fitting with an Auxiliary Normal
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    Chapter 51 A Fast Implementation of Image Rotation with Bresenham’s Line-Scanning Algorithm
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    Chapter 52 An Error-Bounded Algorithm for Streamline Compression Based on Piecewise B-Spline Curves
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    Chapter 53 Achieving Lightweight Image Steganalysis with Content-Adaptive in Spatial Domain
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    Chapter 54 Improving VVC Intra Coding via Probability Estimation and Fusion of Multiple Prediction Modes
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    Chapter 55 Initial-QP Prediction for Versatile Video Coding: A Multi-domain Feature-Driven Learning Approach
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    Chapter 56 An Improved Digital Image Encryption Algorithm Based on Sine Compound Chaotic System
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    Chapter 57 Towards Binarized MobileNet via Structured Sparsity
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    Chapter 58 Fast Coding Unit Partition Decision for Intra Prediction in Versatile Video Coding
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    Chapter 59 Carrier Robust Reversible Watermark Model Based on Image Block Chain Authentication
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    Chapter 60 Cross-View Images Matching and Registration Technology Based on Deep Learning
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    Chapter 61 Model-Based Rate-Distortion Optimized Video-Based Point Cloud Compression with Differential Evolution
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    Chapter 62 Adaptive Quantization for Predicting Transform-Based Point Cloud Compression
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    Chapter 63 Anti-forensics for Double JPEG Compression Based on Generative Adversarial Network
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    Chapter 64 Exponential Hashing with Different Penalty for Hamming Space Retrieval
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    Chapter 65 A Controllable Image Steganography with Chaos and User Key
Attention for Chapter 36: GSCAM: Global Spatial Coordinate Attention Module for Fine-Grained Image Recognition
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Chapter title
GSCAM: Global Spatial Coordinate Attention Module for Fine-Grained Image Recognition
Chapter number 36
Book title
Image and Graphics
Published by
Springer, Cham, January 2021
DOI 10.1007/978-3-030-87355-4_36
Book ISBNs
978-3-03-087354-7, 978-3-03-087355-4
Authors

Guo, Haojie, Guo, Zhe, Pan, Zhaojun