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Image Analysis and Processing – ICIAP 2023

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Cover of 'Image Analysis and Processing – ICIAP 2023'

Table of Contents

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    Book Overview
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    Chapter 1 Image Retrieval in Semiconductor Manufacturing
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    Chapter 2 Continual Source-Free Unsupervised Domain Adaptation
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    Chapter 3 Self-Similarity Block for Deep Image Denoising
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    Chapter 4 A Request for Clarity over the End of Sequence Token in the Self-Critical Sequence Training
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    Chapter 5 Shallow Camera Pipeline for Night Photography Enhancement
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    Chapter 6 GCK-Maps: A Scene Unbiased Representation for Efficient Human Action Recognition
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    Chapter 7 Autism Spectrum Disorder Identification from Visual Exploration of Images
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    Chapter 8 Target-Driven One-Shot Unsupervised Domain Adaptation
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    Chapter 9 Combining Identity Features and Artifact Analysis for Differential Morphing Attack Detection
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    Chapter 10 SynthCap: Augmenting Transformers with Synthetic Data for Image Captioning
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    Chapter 11 An Effective CNN-Based Super Resolution Method for Video Coding
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    Chapter 12 Medical Transformers for Boosting Automatic Grading of Colon Carcinoma in Histological Images
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    Chapter 13 FERMOUTH: Facial Emotion Recognition from the MOUTH Region
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    Chapter 14 Consensus Ranking for Efficient Face Image Retrieval: A Novel Method for Maximising Precision and Recall
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    Chapter 15 Towards Explainable Navigation and Recounting
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    Chapter 16 Towards Facial Expression Robustness in Multi-scale Wild Environments
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    Chapter 17 Depth Camera Face Recognition by Normalized Fractal Encodings
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    Chapter 18 Automatic Generation of Semantic Parts for Face Image Synthesis
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    Chapter 19 Improved Bilinear Pooling for Real-Time Pose Event Camera Relocalisation
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    Chapter 20 End-to-End Asbestos Roof Detection on Orthophotos Using Transformer-Based YOLO Deep Neural Network
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    Chapter 21 OpenFashionCLIP: Vision-and-Language Contrastive Learning with Open-Source Fashion Data
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    Chapter 22 UAV Multi-object Tracking by Combining Two Deep Neural Architectures
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    Chapter 23 GLR: Gradient-Based Learning Rate Scheduler
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    Chapter 24 A Large-scale Analysis of Athletes’ Cumulative Race Time in Running Events
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    Chapter 25 Uncovering Lies: Deception Detection in a Rolling-Dice Experiment
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    Chapter 26 Active Class Selection for Dataset Acquisition in Sign Language Recognition
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    Chapter 27 MC-GTA: A Synthetic Benchmark for Multi-Camera Vehicle Tracking
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    Chapter 28 A Differentiable Entropy Model for Learned Image Compression
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    Chapter 29 Learning Landmarks Motion from Speech for Speaker-Agnostic 3D Talking Heads Generation
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    Chapter 30 SCENE-pathy : Capturing the Visual Selective Attention of People Towards Scene Elements
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    Chapter 31 Not with My Name! Inferring Artists’ Names of Input Strings Employed by Diffusion Models
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    Chapter 32 Benchmarking of Blind Video Deblurring Methods on Long Exposure and Resource Poor Settings
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    Chapter 33 LieToMe: An LSTM-Based Method for Deception Detection by Hand Movements
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    Chapter 34 Spatial Transformer Generative Adversarial Network for Image Super-Resolution
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    Chapter 35 Real-Time GAN-Based Model for Underwater Image Enhancement
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    Chapter 36 HERO: A Multi-modal Approach on Mobile Devices for Visual-Aware Conversational Assistance in Industrial Domains
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    Chapter 37 A Computer Vision-Based Water Level Monitoring System for Touchless and Sustainable Water Dispensing
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    Chapter 38 Smoothing and Transition Matrices Estimation to Learn with Noisy Labels
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    Chapter 39 Semi-supervised Classification for Remote Sensing Datasets
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    Chapter 40 Exploiting Exif Data to Improve Image Classification Using Convolutional Neural Networks
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    Chapter 41 Weak Segmentation-Guided GAN for Realistic Color Edition
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    Chapter 42 Hand Gesture Recognition Exploiting Handcrafted Features and LSTM
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    Chapter 43 An Optimized Pipeline for Image-Based Localization in Museums from Egocentric Images
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    Chapter 44 Annotating the Inferior Alveolar Canal: The Ultimate Tool
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    Chapter 45 A Learnable EVC Intra Predictor Using Masked Convolutions
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    Chapter 46 Enhancing PFI Prediction with GDS-MIL: A Graph-Based Dual Stream MIL Approach
Attention for Chapter 34: Spatial Transformer Generative Adversarial Network for Image Super-Resolution
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Summary
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Chapter title
Spatial Transformer Generative Adversarial Network for Image Super-Resolution
Chapter number 34
Book title
Image Analysis and Processing – ICIAP 2023
Published by
Springer, Cham, January 2023
DOI 10.1007/978-3-031-43148-7_34
Book ISBNs
978-3-03-143147-0, 978-3-03-143148-7
Authors

Rempakos, Pantelis, Vrigkas, Michalis, Plissiti, Marina E., Nikou, Christophoros

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