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Image and Vision Computing

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Cover of 'Image and Vision Computing'

Table of Contents

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    Book Overview
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    Chapter 1 StencilTorch: An Iterative and User-Guided Framework for Anime Lineart Colorization
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    Chapter 2 UnseenNet: Fast Training Detector for Unseen Concepts with No Bounding Boxes
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    Chapter 3 Person Detection Using an Ultra Low-Resolution Thermal Imager on a Low-Cost MCU
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    Chapter 4 A Real-Time Kiwifruit Detection Based on Improved YOLOv7
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    Chapter 5 A Novel Explainable Deep Learning Model with Class Specific Features
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    Chapter 6 Correcting Charge Sharing Distortions in Photon Counting Detectors Utilising a Spatial-Temporal CNN
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    Chapter 7 Vehicle-Related Distance Estimation Using Customized YOLOv7
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    Chapter 8 Extending Temporal Data Augmentation for Video Action Recognition
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    Chapter 9 Pre-text Representation Transfer for Deep Learning with Limited and Imbalanced Data: Application to CT-Based COVID-19 Detection
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    Chapter 10 FNR-GAN: Face Normalization and Recognition with Generative Adversarial Networks
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    Chapter 11 Object Tracking with Multiple Dynamic Templates Updating
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    Chapter 12 Detection and Tracking of Pinus Radiata Catkins
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    Chapter 13 Assessing the Condition of Copper Conductors Using Deep Learning
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    Chapter 14 Evolving U-Nets Using Genetic Programming for Tree Crown Segmentation
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    Chapter 15 Probability Mapping of Spectral CT Material Decomposition to Aid in Determining Material Identification and Quantification Likelihood
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    Chapter 16 Explainable Network Pruning for Model Acceleration Based on Filter Similarity and Importance
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    Chapter 17 Outlier Detection for Visual Odometry in Vegetated Scenes Using Local Flow Consistency
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    Chapter 18 M3T: Multi-class Multi-instance Multi-view Object Tracking for Embodied AI Tasks
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    Chapter 19 A VR Tool for Labelling 3D Data Sets
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    Chapter 20 Determining Realism of Procedurally Generated City Road Networks
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    Chapter 21 Video Quality Assessment Considering the Features of the Human Visual System
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    Chapter 22 Small Visual Object Detection in Smart Waste Classification Using Transformers with Deep Learning
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    Chapter 23 A Hybrid Human-Machine System for Image-Based Multi-weather Detection
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    Chapter 24 A Novel CNN-Based Approach for Distinguishing Between COVID and Common Pneumonia
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    Chapter 25 Improving Masked Face Recognition Using Dense Residual Unit Aided with Quadruplet Loss
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    Chapter 26 MobileACNet: ACNet-Based Lightweight Model for Image Classification
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    Chapter 27 GRETINA: A Large-Scale High-Quality Generated Retinal Image Dataset for Security and Privacy Assessment
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    Chapter 28 Texture Generation Using Graph Generative Adversarial Network And Differentiable Rendering
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    Chapter 29 Medical VQA: MixUp Helps Keeping it Simple
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    Chapter 30 TTF-ST: Diversified Text to Face Image Generation Using Best-Match Search and Latent Vector Transformation
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    Chapter 31 Lensless Image Reconstruction with an Untrained Neural Network
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    Chapter 32 A Lexicon and Depth-Wise Separable Convolution Based Handwritten Text Recognition System
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    Chapter 33 Face Recognition System Using Multicolor Image Analysis and Template Protection with BioCryptosystem
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    Chapter 34 Conformer-Based Lip-Reading for Japanese Sentence
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    Chapter 35 Immuno-Inspired Augmentation of Siamese Neural Network for Multi-class Classification
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    Chapter 36 PCMask: A Dual-Branch Self-supervised Medical Image Segmentation Method Using Pixel-Level Contrastive Learning and Masked Image Modeling
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    Chapter 37 Vision Transformer-Based Bark Image Recognition for Tree Identification
Attention for Chapter 10: FNR-GAN: Face Normalization and Recognition with Generative Adversarial Networks
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Chapter title
FNR-GAN: Face Normalization and Recognition with Generative Adversarial Networks
Chapter number 10
Book title
Image and Vision Computing
Published by
Springer Nature Switzerland, November 2022
DOI 10.1007/978-3-031-25825-1_10
Book ISBNs
978-3-03-125824-4, 978-3-03-125825-1
Authors

Amina Kammoun, Rim Slama, Hedi Tabia, Tarek Ouni, Mohamed Abid, Kammoun, Amina, Slama, Rim, Tabia, Hedi, Ouni, Tarek, Abid, Mohamed

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