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Umfang: 1 Online-Ressource (XXII, 571 p. 196 illus., 166 illus. in color)

Ausgabe: 1st ed. 2022

ISBN: 9783031133213

Serie: Lecture Notes in Computer Science 13373

Weitere Ausg.: Erscheint auch als Druck-Ausgabe ISBN 978-3-031-13320-6

Weitere Ausg.: Erscheint auch als Druck-Ausgabe ISBN 978-3-031-13322-0

Sprache: Englisch

Schlagwort(e): Konferenzschrift

DOI: 10.1007/978-3-031-13321-3

URL: Volltext  (URL des Erstveröffentlichers)

URL: lizenzpflichtig

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Umfang: XXII, 571 p. 196 illus., 166 illus. in color. , online resource.

Ausgabe: 1st ed. 2022.

ISBN: 9783031133213

Serie: Lecture Notes in Computer Science, 13373

Inhalt: The two-volume set LNCS 13373 and 13374 constitutes the papers of several workshops which were held in conjunction with the 21st International Conference on Image Analysis and Processing, ICIAP 2022, held in Lecce, Italy, in May 2022. The 96 revised full papers presented in the proceedings set were carefully reviewed and selected from 157 submissions. ICIAP 2022 presents the following Sixteen workshops: Volume I: GoodBrother workshop on visual intelligence for active and assisted living Parts can worth like the Whole - PART 2022 Workshop on Fine Art Pattern Extraction and Recognition - FAPER Workshop on Intelligent Systems in Human and Artificial Perception - ISHAPE 2022 Artificial Intelligence and Radiomics in Computer-Aided Diagnosis - AIRCAD Deep-Learning and High Performance Computing to Boost Biomedical Applications - DeepHealth Volume II: Human Behaviour Analysis for Smart City Environment Safety - HBAxSCES Binary is the new Black (and White): Recent Advances on Binary Image Processing Artificial Intelligence for preterm infants' healthCare - AI-care Towards a Complete Analysis of People: From Face and Body to Clothes - T-CAP Artificial Intelligence for Digital Humanities - AI4DH Medical Transformers - MEDXF Learning in Precision Livestock Farming - LPLF Workshop on Small-Drone Surveillance, Detection and Counteraction Techniques - WOSDETC Medical Imaging Analysis For Covid-19 - MIACOVID 2022 Novel Benchmarks and Approaches for Real-World Continual Learning - CL4REAL.

Anmerkung: GoodBrother workshop on visual intelligence for active and assisted living -- Case study of a low-cost IoT device with a thermal vision to monitor human stool behavior in the home -- Adults' Pain Recognition via Facial Expressions Using CNN-based AU Detection -- In-bed posture and night wandering monitoring using force-sensing resistors -- Classifying Sport-Related Human Activity from Thermal Vision Sensors using CNN and LSTM -- MIRATAR: A virtual caregiver for Active and Healthy Ageing -- From Garment to Skin: The visuAAL Skin Segmentation Dataset -- A Mobile Food Recognition System for Dietary Assessment -- Smart Diet Management through Food Image and Cooking Recipe Analysis -- An approach for improving the older people's perception of video-based applications in AAL systems - initial study -- Parts can worth like the Whole - PART 2022 -- Spectral analysis of masked signals in the context of image inpainting -- Bringing Attention to Anomaly Detection -- Workshop on Fine Art Pattern Extraction and Recognition - FAPER -- Recognizing the Emotions Evoked by Artworks Through Visual Features and Knowledge Graph-Embeddings -- Classification of pottery fragments described by concentration of chemical elements -- Blind deblurring of hyperspectral document images -- MyBottega: an environment for the innovative production and distribution of digital art -- A Case Study for the Design and Implementation of Immersive Experiences in support of Sicilian Cultural Heritage -- Automatic indexing of virtual camera features from Japanese anime -- Imageability-based Multi-modal Analysis of Urban Environments for Architects and Artists -- Challenges in image matching for cultural heritage: an overview and perspective -- Workshop on Intelligent Systems in Human and Artificial Perception - ISHAPE 2022 -- Virtual and Augmented Reality for quality control of aircraft interiors -- Automatic scoring of synchronization from fingers motion capture and music beats -- Performance of Recent tiny/small YOLO Versions in the Context of Top-view Fisheye Images -- Cloud-based visually aided mobile manipulator kinematic parameters calibration -- Deep learning approaches for image-based detection and classification of structural defects in bridges -- MONstEr: a Deep learning-based system for the automatic generation of gaming assets -- Surface Oxide detection and characterization using sparse unmixing on hyperspectral images -- FakeNED: a deep learning based-system for fake news detection from social media -- Artificial Intelligence and Radiomics in Computer-Aided Diagnosis - AIRCAD -- Radiomics Analyses of Schwannomas in the head and neck: a preliminary analysis -- A shallow learning investigation for COVID-19 classification -- Shape Prior Based Myocardial Segmentation with Anatomically Motivated Pose Model -- PET images atlas-based segmentation performed in native and in template space: a radiomics repeatability study -- MRI-based radiomics analysis for identification of features correlated with the Expanded Disability Status Scale of Multiple Sclerosis patients -- matRadiomics: from Biomedical Image Visualization to Predictive Model Implementation -- Assessing high-order interdependencies through static O-Information measures computed on resting state fMRI intrinsic component networks -- Place cell's Computational Model -- Automatic Liver Segmentation in pre-TIPS Cirrhotic Patients: A Preliminary Step for Radiomics Studies -- Combining Convolutional Neural Networks and Anatomical Shape-Based priors for Cardiac Segmentation -- A Predictive System to Classify Preoperative Grading of Rectal Cancer using Radiomics Features -- Unsupervised Brain Segmentation System Using K-Means and Neural Network -- Combining Image and Geometry Processing Techniques for the Quantitative Analysis of Muscle-Skeletal Diseases -- Robustness of Radiomics Features to Varying Segmentation Algorithms in Magnetic Resonance Images -- Deep-Learning and High Performance Computing to Boost Biomedical Applications - DeepHealth -- Fast Learning Framework for Denoising of Ultrasound 2D Videos and 3D Images -- Lung nodules segmentation with DeepHealth toolkit -- UnitoBrain: A Brain Perfusion Dataset -- A Compact Deep Ensemble for High Quality Skin Lesion Classification -- Automatic Detection of Epileptic Seizures with Recurrent and Convolutional Neural Networks -- Enabling Efficient Training of Convolutional Neural Networks for Histopathology Images -- AI support for accelerating histopathological slide examinations of prostate cancer in clinical studies -- Detection of Pulmonary Conditions Using the DeepHealth Framework.

In: Springer Nature eBook

Weitere Ausg.: Printed edition: ISBN 9783031133206

Weitere Ausg.: Printed edition: ISBN 9783031133220

Sprache: Englisch

DOI: 10.1007/978-3-031-13321-3

URL: https://doi.org/10.1007/978-3-031-13321-3

UID:

Umfang: 1 Online-Ressource (586 Seiten)

Ausgabe: 1st ed

ISBN: 9783031133213

Serie: Lecture Notes in Computer Science Series v.13373

Anmerkung: Description based on publisher supplied metadata and other sources , Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- GoodBrother Workshop on Visual Intelligence for Active and Assisted Living -- Case Study of a Low-Cost IoT Device with a Thermal Vision to Monitor Human Stool Behavior in the Home -- 1 Introduction -- 2 Related Works -- 2.1 Gas and Temperature Monitoring Devices -- 2.2 IoT System in the Context of Monitoring Diseases in AAL -- 3 Approach to Monitor Human Stool Behavior at Home -- 3.1 Database. MongoDB -- 3.2 IoT Platform. Thinger.io -- 4 Case Study -- 5 Limitations of the Study and Future Work -- 6 Conclusions -- References -- Adults' Pain Recognition via Facial Expressions Using CNN-Based AU Detection -- 1 Introduction -- 2 Materials -- 3 Methodology -- 3.1 Face Detection -- 3.2 Analysis of Non-detected Faces -- 4 Results -- 4.1 Benchmark Results -- 4.2 Classification Results -- 5 Conclusions -- References -- In-bed Posture and Night Wandering Monitoring Using Force-Sensing Resistors -- 1 Introduction -- 2 Prototype Description -- 2.1 Force-Sensing Resistors -- 2.2 Sensor Positioning -- 2.3 MCU and Connectivity -- 2.4 Instrumentation for Preliminary Measurements -- 3 Results -- 4 Conclusions and Further Work -- References -- Classifying Sport-Related Human Activity from Thermal Vision Sensors Using CNN and LSTM -- 1 Introduction -- 2 Related Works -- 3 Materials and Methods -- 3.1 IoT Thermal Vision Sensor -- 3.2 Data Collection and Augmentation -- 3.3 DL Model for Learning from Image Sequences -- 4 Case Study -- 4.1 Results -- 5 Conclusions and Ongoing Works -- References -- MIRATAR: A Virtual Caregiver for Active and Healthy Ageing -- 1 Introduction -- 2 MIRATAR Concept and Vision -- 3 The MIRATAR Virtual Caregiver -- 4 Conclusions and Future Work -- References -- From Garment to Skin: The visuAAL Skin Segmentation Dataset -- 1 Introduction , 2 Skin Detection and Segmentation Datasets -- 3 Approach -- 4 Case Example: The visuAAL Skin Segmentation Dataset -- 4.1 Fashion and Garment Datasets -- 4.2 Dataset Quality Assessment -- 4.3 The visuAAL Skin Segmentation Dataset -- 5 Baseline -- 6 Conclusion -- References -- A Mobile Food Recognition System for Dietary Assessment -- 1 Introduction -- 2 Related Work -- 3 Method -- 3.1 Dataset and Analysis -- 3.2 Learning Model -- 4 Experiments and Results -- 4.1 Experimental Setup -- 4.2 Results -- 5 Conclusion -- References -- Smart Diet Management Through Food Image and Cooking Recipe Analysis -- 1 Introduction -- 2 Objectives -- 3 Related Work -- 4 Methodology -- 4.1 Ingredient Image Classification Model -- 4.2 Recipe Processing Using NLP -- 4.3 Additional Validation -- 5 Results -- 6 Conclusion -- References -- An Approach for Improving the Older people's Perception of Video-Based Applications in AAL Systems - Initial Study -- 1 Introduction -- 2 Method and Devices for Falls Detection -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Parts Can Worth Like the Whole - PART 2022 -- Spectral Analysis of Masked Signals in the Context of Image Inpainting -- 1 Introduction -- 2 Use of the Masked Fourier Transform -- 2.1 Average of Squared Differences with masks -- 2.2 Normalized Cross Correlation with Masks -- 3 Inpainting with the Masked Fourier Transform -- 4 Experimental Results -- 5 Conclusion -- References -- Bringing Attention to Image Anomaly Detection -- 1 Introduction -- 2 Related Work -- 3 Methods -- 3.1 Masked Regions Generator -- 3.2 Model -- 4 Experiments -- 4.1 Datasets -- 4.2 Training Setup -- 4.3 Anomaly Localization Process -- 4.4 Metrics -- 4.5 Results -- 5 Conclusions and Future Works -- References -- Workshop on Fine Art Pattern Extraction and Recognition - FAPER. , Recognizing the Emotions Evoked by Artworks Through Visual Features and Knowledge Graph-Embeddings -- 1 Introduction -- 2 Related Work -- 3 Materials -- 3.1 ArtEmis -- 3.2 ArtGraph -- 3.3 Combining ArtEmis and ArtGraph -- 4 Methods -- 5 Experiments -- 5.1 Setup -- 5.2 Results -- 6 Conclusion and Future Work -- References -- Classification of Pottery Fragments Described by Concentration of Chemical Elements -- 1 Introduction and Previous Work -- 2 Data Collection -- 3 Statistical Analysis -- 4 Learning Scheme -- 5 Experiments and Results -- 6 Conclusions and Future Work -- References -- Blind Deblurring of Hyperspectral Document Images -- 1 Introduction -- 2 Proposed Method -- 3 Experiments -- 4 Results and Discussion -- 5 Conclusion -- References -- MyBottega: An Environment for the Innovative Production and Distribution of Digital Art -- 1 Introduction -- 1.1 Structure of the Paper -- 2 Web 3.0 and Generative AI: Two Converging Evolutions -- 2.1 Non-fungible Tokens and the New Course in Art Distribution -- 2.2 Generative Artificial Intelligence to Boost Art Production -- 3 Technological Background -- 4 MyBottega: Design Principles -- 5 The MyBottega Architecture -- 6 Conclusion -- References -- A Case Study for the Design and Implementation of Immersive Experiences in Support of Sicilian Cultural Heritage -- 1 Introduction -- 2 Related Works -- 3 The Pipeline -- 4 The Sense of Detail -- 5 Digital Acquisition and Data Processing -- 6 Point Cloud Processing -- 7 Use Case Development -- 8 Conclusions -- References -- Automatic Indexing of Virtual Camera Features from Japanese Anime -- 1 Introduction -- 2 Related Work -- 3 Animated Movie Dataset -- 3.1 A Taxonomy for Virtual Camera Features -- 3.2 Dataset Annotation and Split -- 3.3 Data Augmentation -- 4 Methods -- 4.1 Model Architecture -- 4.2 Hyperparameters and Cross-validation -- 5 Results , 5.1 Error Analysis -- 6 Conclusion -- References -- Imageability-Based Multi-modal Analysis of Urban Environments for Architects and Artists -- 1 Introduction -- 1.1 The City Image and Imageability -- 1.2 Case Study -- 2 Related Work -- 2.1 Related Visual Analysis Techniques -- 2.2 Related Textual Analysis Techniques -- 3 The Proposed Multi-modal System - Method -- 3.1 Visual Analysis Algorithms -- 4 Experiments and Results -- 4.1 Workshop -- 4.2 Results -- 5 Conclusions -- References -- Challenges in Image Matching for Cultural Heritage: An Overview and Perspective -- 1 Overview -- 1.1 Introduction -- 1.2 Traditional Image Matching -- 1.3 Learning-Based Image Matching -- 2 Analysis and Evaluation -- 2.1 Rationale -- 2.2 Results and Discussion -- 3 Conclusions and Perspective -- References -- Workshop on Intelligent Systems in Human and Artificial Perception - ISHAPE 2022 -- Virtual and Augmented Reality for Quality Control of Aircraft Interiors -- 1 Introduction -- 2 Related Works -- 3 A Brief Introduction to Geometrical and Surface Defects -- 4 Reporting Sub-system -- 5 Results -- 6 Conclusions and Future Work -- References -- Automatic Scoring of Synchronization from Fingers Motion Capture and Music Beats -- 1 Introduction -- 2 Related Works -- 2.1 Musical Rhythmic Features Extraction -- 2.2 Human Movement and MoCap -- 2.3 Audiomotor Synchronization -- 3 Methodology -- 3.1 Motion Parameters -- 3.2 Music Parameters -- 3.3 Similarity and Score of Synchronization -- 4 Experiments -- 4.1 Set-up -- 4.2 Results -- 5 Conclusion -- References -- Performance of Recent Tiny/Small YOLO Versions in the Context of Top-View Fisheye Images -- 1 Introduction and Motivations -- 2 Detection Method -- 2.1 YOLO: An Architecture for Human Detection -- 2.2 Dataset -- 3 Experiments and Evaluations -- 3.1 Evaluation Metrics -- 3.2 Training of the Models , 3.3 Performance of the Models on Images in a Familiar Context -- 3.4 Performance of the Models on Images in an Unfamiliar Context -- 4 Conclusion -- References -- Cloud-Based Visually Aided Mobile Manipulator Kinematic Parameters Calibration -- 1 Introduction -- 1.1 Contribution -- 2 Problem Formulation -- 3 Background -- 3.1 Unscented Kalman Filter -- 3.2 Probabilistic Pose Composition -- 4 System Architecture and Model Design -- 4.1 System Architecture -- 4.2 Model Design -- 4.3 Methodology -- 5 Experiment -- 5.1 Mobile Manipulator Experiment -- 6 Conclusion and Future Works -- References -- Deep Learning Approaches for Image-Based Detection and Classification of Structural Defects in Bridges -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 3.1 Building the Dataset -- 3.2 Damage Classification -- 3.3 Discussion -- 4 Conclusions and Future Works -- References -- MONstEr: A Deep Learning-Based System for the Automatic Generation of Gaming Assets -- 1 Introduction -- 2 Related Works -- 3 Materials And Methods -- 3.1 GameAssetDataset -- 3.2 Deep Learning Pipeline -- 3.3 3D Asset Generation -- 4 Results and Discussions -- 5 Conclusions and Future Works -- References -- Surface Oxide Detection and Characterization Using Sparse Unmixing on Hyperspectral Images -- 1 Introduction -- 2 Optical Model -- 2.1 Optical Modelization for Oxides -- 3 Sparse Unmixing Approach -- 3.1 Algorithm -- 4 Results and Discussion -- 4.1 Single Oxide Characterization -- 4.2 Multiple Oxides Characterization -- 5 Conclusion -- References -- FakeNED: A Deep Learning Based-System for Fake News Detection from Social Media -- 1 Introduction -- 2 State of Art -- 3 Materials and Methods -- 3.1 FakeNED Multimodal Deep Learning Phase -- 3.2 Fakeddit Dataset -- 4 Results and Discussions -- 4.1 User Service Interaction -- 5 Conclusions and Future Works -- References , Artificial Intelligence and Radiomics in Computer-Aided Diagnosis - AIRCAD.

Weitere Ausg.: Erscheint auch als Druck-Ausgabe Mazzeo, Pier Luigi Image Analysis and Processing. ICIAP 2022 Workshops Cham : Springer International Publishing AG,c2022 ISBN 9783031133206

Sprache: Englisch

Schlagwort(e): Konferenzschrift

UID:

Umfang: xxii, 571 Seiten , Illustrationen, Diagramme

ISBN: 9783031133206

Serie: Lecture notes in computer science 13373

In: 1

Weitere Ausg.: Erscheint auch als Online-Ausgabe ISBN 978-3-031-13321-3

Sprache: Englisch

Schlagwort(e): Konferenzschrift

UID:

Umfang: 1 Online-Ressource (XXII, 571 p. 196 illus., 166 illus. in color).

Ausgabe: 1st ed. 2022

ISBN: 978-3-031-13321-3

Serie: Lecture Notes in Computer Science 13373

Weitere Ausg.: Erscheint auch als Druck-Ausgabe ISBN 978-3-031-13320-6

Weitere Ausg.: Erscheint auch als Druck-Ausgabe ISBN 978-3-031-13322-0

Sprache: Englisch

Schlagwort(e): Konferenzschrift

DOI: 10.1007/978-3-031-13321-3

URL: Volltext  (URL des Erstveröffentlichers)

UID:

Umfang: 1 Online-Ressource (XXII, 571 p. 196 illus., 166 illus. in color).

Ausgabe: 1st ed. 2022

ISBN: 978-3-031-13321-3

Serie: Lecture Notes in Computer Science 13373

Weitere Ausg.: Erscheint auch als Druck-Ausgabe ISBN 978-3-031-13320-6

Weitere Ausg.: Erscheint auch als Druck-Ausgabe ISBN 978-3-031-13322-0

Sprache: Englisch

Schlagwort(e): Konferenzschrift

DOI: 10.1007/978-3-031-13321-3

URL: Volltext  (URL des Erstveröffentlichers)