Image Analysis and Processing - ICIAP 2023 Workshops

Table of Contents

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   Book Overview
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   Chapter 1 Leukocytes Classification Methods: Effectiveness and Robustness in a Real Application Scenario
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   Chapter 2 Vision Transformers for Breast Cancer Histology Image Classification
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   Chapter 3 Editable Stain Transformation of Histological Images Using Unpaired GANs
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   Chapter 4 Assessing the Robustness and Reproducibility of CT Radiomics Features in Non-small-cell Lung Carcinoma
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   Chapter 5 Prediction of High Pathological Grade in Prostate Cancer Patients Undergoing [ 18 F]-PSMA PET/CT: A Preliminary Radiomics Study
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   Chapter 6 MTANet: Multi-Type Attention Ensemble for Malaria Parasite Detection
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   Chapter 7 Breast Mass Detection and Classification Using Transfer Learning on OPTIMAM Dataset Through RadImageNet Weights
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   Chapter 8 Prostate Cancer Detection: Performance of Radiomics Analysis in Multiparametric MRI
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    Chapter 9 Grading and Staging of Bladder Tumors Using Radiomics Analysis in Magnetic Resonance Imaging
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    Chapter 10 Combined Data Augmentation for HEp-2 Cells Image Classification
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    Chapter 11 Harnessing Multi-modality and Expert Knowledge for Adverse Events Prediction in Clinical Notes
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    Chapter 12 A Multimodal Deep Learning Based Approach for Alzheimer’s Disease Diagnosis
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    Chapter 13 A Systematic Review of Multimodal Deep Learning Approaches for COVID-19 Diagnosis
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    Chapter 14 A Multi-dimensional Joint ICA Model with Gaussian Copula
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    Chapter 15 Federated Learning for Data and Model Heterogeneity in Medical Imaging
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    Chapter 16 Experience Sharing and Human-in-the-Loop Optimization for Federated Robot Navigation Recommendation
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    Chapter 17 FeDETR: A Federated Approach for Stenosis Detection in Coronary Angiography
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    Chapter 18 FeDZIO: Decentralized Federated Knowledge Distillation on Edge Devices
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    Chapter 19 A Federated Learning Framework for Stenosis Detection
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    Chapter 20 Benchmarking Federated Learning Frameworks for Medical Imaging Tasks
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    Chapter 21 Examining the Robustness of an Ensemble Learning Model for Credibility Based Fake News Detection
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    Chapter 22 Prompt Me a Dataset: An Investigation of Text-Image Prompting for Historical Image Dataset Creation Using Foundation Models
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    Chapter 23 Artificial Intelligence in Art Generation: An Open Issue
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    Chapter 24 A Deep Learning Approach for Painting Retrieval Based on Genre Similarity
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    Chapter 25 GeomEthics: Ethical Considerations About Using Artificial Intelligence in Geomatics
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    Chapter 26 Enhancing Preservation and Restoration of Open Reel Audio Tapes Through Computer Vision
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    Chapter 27 Exploring the Synergy Between Vision-Language Pretraining and ChatGPT for Artwork Captioning: A Preliminary Study
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    Chapter 28 Progressive Keypoint Localization and Refinement in Image Matching
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    Chapter 29 Toward a System of Visual Classification, Analysis and Recognition of Performance-Based Moving Images in the Artistic Field
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    Chapter 30 CreatiChain: From Creation to Market
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    Chapter 31 Towards Using Natural Images of Wood to Retrieve Painterly Depictions of the Wood of Christ’s Cross
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    Chapter 32 Feature Relevance in Classification of 3D Stone from Ancient Wall Structures
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    Chapter 33 Gamification in Cultural Heritage: When History Becomes SmART
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    Chapter 34 Classification of Turkish and Balkan House Architectures Using Transfer Learning and Deep Learning
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    Chapter 35 Method for Ontology Learning from an RDB: Application to the Domain of Cultural Heritage
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    Chapter 36 A Novel Writer Identification Approach for Greek Papyri Images
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    Chapter 37 Convolutional Generative Model for Pixel–Wise Colour Specification for Cultural Heritage
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    Chapter 38 3D Modeling and Augmented Reality in Education: An Effective Application for the Museo dei Saperi e delle Mirabilia of the University of Catania
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    Chapter 39 Writer Identification in Historical Handwritten Documents: A Latin Dataset and a Benchmark
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    Chapter 40 Synthetic Lines from Historical Manuscripts: An Experiment Using GAN and Style Transfer
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    Chapter 41 Is ImageNet Always the Best Option? An Overview on Transfer Learning Strategies for Document Layout Analysis