Image Analysis and Processing. ICIAP 2022 Workshops

Table of Contents

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   Book Overview
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   Chapter 1 Case Study of a Low-Cost IoT Device with a Thermal Vision to Monitor Human Stool Behavior in the Home
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   Chapter 2 Adults’ Pain Recognition via Facial Expressions Using CNN-Based AU Detection
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   Chapter 3 In-bed Posture and Night Wandering Monitoring Using Force-Sensing Resistors
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   Chapter 4 Classifying Sport-Related Human Activity from Thermal Vision Sensors Using CNN and LSTM
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   Chapter 5 MIRATAR: A Virtual Caregiver for Active and Healthy Ageing
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   Chapter 6 From Garment to Skin: The visuAAL Skin Segmentation Dataset
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   Chapter 7 A Mobile Food Recognition System for Dietary Assessment
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   Chapter 8 Smart Diet Management Through Food Image and Cooking Recipe Analysis
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    Chapter 9 An Approach for Improving the Older people’s Perception of Video-Based Applications in AAL Systems – Initial Study
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    Chapter 10 Spectral Analysis of Masked Signals in the Context of Image Inpainting
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    Chapter 11 Bringing Attention to Image Anomaly Detection
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    Chapter 12 Recognizing the Emotions Evoked by Artworks Through Visual Features and Knowledge Graph-Embeddings
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    Chapter 13 Classification of Pottery Fragments Described by Concentration of Chemical Elements
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    Chapter 14 Blind Deblurring of Hyperspectral Document Images
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    Chapter 15 MyBottega: An Environment for the Innovative Production and Distribution of Digital Art
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    Chapter 16 A Case Study for the Design and Implementation of Immersive Experiences in Support of Sicilian Cultural Heritage
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    Chapter 17 Automatic Indexing of Virtual Camera Features from Japanese Anime
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    Chapter 18 Imageability-Based Multi-modal Analysis of Urban Environments for Architects and Artists
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    Chapter 19 Challenges in Image Matching for Cultural Heritage: An Overview and Perspective
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    Chapter 20 Virtual and Augmented Reality for Quality Control of Aircraft Interiors
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    Chapter 21 Automatic Scoring of Synchronization from Fingers Motion Capture and Music Beats
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    Chapter 22 Performance of Recent Tiny/Small YOLO Versions in the Context of Top-View Fisheye Images
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    Chapter 23 Cloud-Based Visually Aided Mobile Manipulator Kinematic Parameters Calibration
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    Chapter 24 Deep Learning Approaches for Image-Based Detection and Classification of Structural Defects in Bridges
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    Chapter 25 MONstEr: A Deep Learning-Based System for the Automatic Generation of Gaming Assets
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    Chapter 26 Surface Oxide Detection and Characterization Using Sparse Unmixing on Hyperspectral Images
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    Chapter 27 FakeNED: A Deep Learning Based-System for Fake News Detection from Social Media
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    Chapter 28 Radiomics Analyses of Schwannomas in the Head and Neck: A Preliminary Analysis
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    Chapter 29 A Shallow Learning Investigation for COVID-19 Classification
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    Chapter 30 Shape Prior Based Myocardial Segmentation with Anatomically Motivated Pose Model
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    Chapter 31 PET Images Atlas-Based Segmentation Performed in Native and in Template Space: A Radiomics Repeatability Study in Mouse Models
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    Chapter 32 MRI-Based Radiomics Analysis for Identification of Features Correlated with the Expanded Disability Status Scale of Multiple Sclerosis Patients
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    Chapter 33 matRadiomics: From Biomedical Image Visualization to Predictive Model Implementation
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    Chapter 34 Assessing High-Order Interdependencies Through Static O-Information Measures Computed on Resting State fMRI Intrinsic Component Networks
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    Chapter 35 Place Cell’s Computational Model
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    Chapter 36 Automatic Liver Segmentation in Pre-TIPS Cirrhotic Patients: A Preliminary Step for Radiomics Studies
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    Chapter 37 Combining Convolutional Neural Networks and Anatomical Shape-Based Priors for Cardiac Segmentation
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    Chapter 38 A Predictive System to Classify Preoperative Grading of Rectal Cancer Using Radiomics Features
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    Chapter 39 Unsupervised Brain Segmentation System Using K-Means and Neural Network
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    Chapter 40 Combining Image and Geometry Processing Techniques for the Quantitative Analysis of Muscle-Skeletal Diseases
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    Chapter 41 Robustness of Radiomics Features to Varying Segmentation Algorithms in Magnetic Resonance Images
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    Chapter 42 Fast Learning Framework for Denoising of Ultrasound 2D Videos and 3D Images
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    Chapter 43 Lung Nodules Segmentation with DeepHealth Toolkit
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    Chapter 44 UniToBrain Dataset: A Brain Perfusion Dataset
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    Chapter 45 A Compact Deep Ensemble for High Quality Skin Lesion Classification
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    Chapter 46 Automatic Detection of Epileptic Seizures with Recurrent and Convolutional Neural Networks
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    Chapter 47 Enabling Efficient Training of Convolutional Neural Networks for Histopathology Images
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    Chapter 48 AI Support for Accelerating Histopathological Slide Examinations of Prostate Cancer in Clinical Studies
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    Chapter 49 Detection of Pulmonary Conditions Using the DeepHealth Framework