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Image Analysis and Processing - ICIAP 2023 Workshops

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Cover of 'Image Analysis and Processing - ICIAP 2023 Workshops'

Table of Contents

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    Book Overview
  2. Altmetric Badge
    Chapter 1 Instance Segmentation Applied to Underground Infrastructures
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    Chapter 2 Generating Invariance-Based Adversarial Examples: Bringing Humans Back into the Loop
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    Chapter 3 MARS: Mask Attention Refinement with Sequential Quadtree Nodes for Car Damage Instance Segmentation
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    Chapter 4 On-Device Learning with Binary Neural Networks
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    Chapter 5 Towards One-Shot PCB Component Detection with YOLO
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    Chapter 6 Wildfires Classification: A Comparative Study
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    Chapter 7 A General Purpose Method for Image Collection Summarization and Exploration
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    Chapter 8 Automated Identification of Failure Cases in Organ at Risk Segmentation Using Distance Metrics: A Study on CT Data
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    Chapter 9 Digitizer: A Synthetic Dataset for Well-Log Analysis
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    Chapter 10 CNN-BLSTM Model for Arabic Text Recognition in Unconstrained Captured Identity Documents
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    Chapter 11 Detection and Localization of Changes in Immersive Virtual Reality
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    Chapter 12 Pain and Fear in the Eyes: Gaze Dynamics Predicts Social Anxiety from Fear Generalisation
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    Chapter 13 Eye Gaze Analysis Towards an AI System for Dynamic Content Layout
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    Chapter 14 A Variational AutoEncoder for Model Independent Searches of New Physics at LHC
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    Chapter 15 Adaptive Voronoi Binning in Muon Radiography for Detecting Subsurface Cavities
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    Chapter 16 Optimizing Deep Learning Models for Cell Recognition in Fluorescence Microscopy: The Impact of Loss Functions on Performance and Generalization
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    Chapter 17 A New IBA Imaging System for the Transportable MACHINA Accelerator
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    Chapter 18 Abstracts Embeddings Evaluation: A Case Study of Artificial Intelligence and Medical Imaging for the COVID-19 Infection
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    Chapter 19 Pigments and Brush Strokes: Investigating the Painting Techniques Using MA-XRF and Laser Profilometry
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    Chapter 20 Pain Classification and Intensity Estimation Through the Analysis of Facial Action Units
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    Chapter 21 Towards a Better Understanding of Human Emotions: Challenges of Dataset Labeling
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    Chapter 22 Video-Based Emotion Estimation Using Deep Neural Networks: A Comparative Study
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    Chapter 23 ONFIRE Contest 2023: Real-Time Fire Detection on the Edge
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    Chapter 24 FIRESTART: Fire Ignition Recognition with Enhanced Smoothing Techniques and Real-Time Tracking
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    Chapter 25 Rapid Fire Detection with Early Exiting
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    Chapter 26 Morphing-Attacks Against Binary Fingervein Templates
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    Chapter 27 A Robust Approach for Crop Misalignment Estimation in Single and Double JPEG Compressed Images
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    Chapter 28 Human-in-the-Loop Person Re-Identification as a Defence Against Adversarial Attacks
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    Chapter 29 Generalized Deepfake Detection Algorithm Based on Inconsistency Between Inner and Outer Faces
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    Chapter 30 Real-Time Multiclass Face Spoofing Recognition Through Spatiotemporal Convolutional 3D Features
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    Chapter 31 Enhancing Air Quality Forecasting Through Deep Learning and Continuous Wavelet Transform
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    Chapter 32 Optimize Vision Transformer Architecture via Efficient Attention Modules: A Study on the Monocular Depth Estimation Task
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    Chapter 33 Assessing Machine Learning Algorithms for Land Use and Land Cover Classification in Morocco Using Google Earth Engine
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    Chapter 34 An Application of Artificial Intelligence and Genetic Algorithm to Support the Discovering of Roman Centuriation Remains
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    Chapter 35 Convolutional Neural Networks for the Detection of Esca Disease Complex in Asymptomatic Grapevine Leaves
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    Chapter 36 ArcheoWeedNet: Weed Classification in the Parco archeologico del Colosseo
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    Chapter 37 Automatic Alignment of Multi-scale Aerial and Underwater Photogrammetric Point Clouds: A Case Study in the Maldivian Coral Reef
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    Chapter 38 Upsampling 4D Point Clouds of Human Body via Adversarial Generation
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    Chapter 39 Decoding Deception: Understanding Human Discrimination Ability in Differentiating Authentic Faces from Deepfake Deceits
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    Chapter 40 Generative Data Augmentation of Human Biomechanics
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    Chapter 41 Avatar Reaction to Multimodal Human Behavior
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Title
Image Analysis and Processing - ICIAP 2023 Workshops
Published by
Springer Nature Switzerland, February 2024
DOI 10.1007/978-3-031-51023-6
ISBNs
978-3-03-151022-9, 978-3-03-151023-6
Editors

Foresti, Gian Luca, Fusiello, Andrea, Hancock, Edwin

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