top

  Info

  • Utilizzare la checkbox di selezione a fianco di ciascun documento per attivare le funzionalità di stampa, invio email, download nei formati disponibili del (i) record.

  Info

  • Utilizzare questo link per rimuovere la selezione effettuata.

Biblioteca

MARC Lista (tabellare)
Activity Monitoring by Multiple Distributed Sensing [[electronic resource] ] : Second International Workshop, AMMDS 2014, Stockholm, Sweden, August 24, 2014, Revised Selected Papers / / edited by Pier Luigi Mazzeo, Paolo Spagnolo, Thomas B. Moeslund
Activity Monitoring by Multiple Distributed Sensing [[electronic resource] ] : Second International Workshop, AMMDS 2014, Stockholm, Sweden, August 24, 2014, Revised Selected Papers / / edited by Pier Luigi Mazzeo, Paolo Spagnolo, Thomas B. Moeslund
Edizione [1st ed. 2014.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014
Descrizione fisica 1 online resource (IX, 117 p. 64 illus.)
Disciplina 681.2
Collana Information Systems and Applications, incl. Internet/Web, and HCI
Soggetto topico Computer communication systems
Application software
Artificial intelligence
Algorithms
Software engineering
Pattern recognition
Xarxes de sensors
Intel·ligència artificial
Xarxes d'ordinadors
Enginyeria d'ordinadors
Computer Communication Networks
Information Systems Applications (incl. Internet)
Artificial Intelligence
Algorithm Analysis and Problem Complexity
Software Engineering
Pattern Recognition
Soggetto genere / forma Congressos
Llibres electrònics
ISBN 3-319-13323-3
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto A Distributed Cooperative Architecture for Robotic Networks with Application to Ambient Intelligence -- A Customizable Approach for Monitoring Activities of Elderly Users in Their Homes -- The AVA Multi-View Dataset for Gait Recognition -- Topological Features for Monitoring Human Activities at Distance -- TLD and Struck: A Feature Descriptors Comparative Study -- Group Sleepiness Measurement in Classroom -- A Semantic Reasoner Using Attributed Graphs Based on Intelligent Fusion of Security Multi-sources Information -- Visual Tracking via Sparse Representation and Online Dictionary Learning -- A Wireless Sensor Network Application with Distributed Processing in the Compressed Domain.
Record Nr. UNISA-996210524303316
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Activity Monitoring by Multiple Distributed Sensing : Second International Workshop, AMMDS 2014, Stockholm, Sweden, August 24, 2014, Revised Selected Papers / / edited by Pier Luigi Mazzeo, Paolo Spagnolo, Thomas B. Moeslund
Activity Monitoring by Multiple Distributed Sensing : Second International Workshop, AMMDS 2014, Stockholm, Sweden, August 24, 2014, Revised Selected Papers / / edited by Pier Luigi Mazzeo, Paolo Spagnolo, Thomas B. Moeslund
Edizione [1st ed. 2014.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014
Descrizione fisica 1 online resource (IX, 117 p. 64 illus.)
Disciplina 681.2
Collana Information Systems and Applications, incl. Internet/Web, and HCI
Soggetto topico Computer communication systems
Application software
Artificial intelligence
Algorithms
Software engineering
Pattern recognition
Xarxes de sensors
Intel·ligència artificial
Xarxes d'ordinadors
Enginyeria d'ordinadors
Computer Communication Networks
Information Systems Applications (incl. Internet)
Artificial Intelligence
Algorithm Analysis and Problem Complexity
Software Engineering
Pattern Recognition
Soggetto genere / forma Congressos
Llibres electrònics
ISBN 3-319-13323-3
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto A Distributed Cooperative Architecture for Robotic Networks with Application to Ambient Intelligence -- A Customizable Approach for Monitoring Activities of Elderly Users in Their Homes -- The AVA Multi-View Dataset for Gait Recognition -- Topological Features for Monitoring Human Activities at Distance -- TLD and Struck: A Feature Descriptors Comparative Study -- Group Sleepiness Measurement in Classroom -- A Semantic Reasoner Using Attributed Graphs Based on Intelligent Fusion of Security Multi-sources Information -- Visual Tracking via Sparse Representation and Online Dictionary Learning -- A Wireless Sensor Network Application with Distributed Processing in the Compressed Domain.
Record Nr. UNINA-9910484003303321
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Deep learning applications / / edited by Pier Luigi Mazzeo and Paolo Spagnolo
Deep learning applications / / edited by Pier Luigi Mazzeo and Paolo Spagnolo
Pubbl/distr/stampa London, United Kingdom : , : IntechOpen, , [2021]
Descrizione fisica 1 online resource (214 pages) : illustrations
Disciplina 006.31
Soggetto topico Deep learning (Machine learning)
ISBN 9781839623769
1839623764
9781839623752
1839623756
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910586691603321
London, United Kingdom : , : IntechOpen, , [2021]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Human Behavior Understanding in Networked Sensing : Theory and Applications of Networks of Sensors / / edited by Paolo Spagnolo, Pier Luigi Mazzeo, Cosimo Distante
Human Behavior Understanding in Networked Sensing : Theory and Applications of Networks of Sensors / / edited by Paolo Spagnolo, Pier Luigi Mazzeo, Cosimo Distante
Edizione [1st ed. 2014.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014
Descrizione fisica 1 online resource (463 p.)
Disciplina 004.6
006.37
Soggetto topico Optical data processing
Computer communication systems
Artificial intelligence
Image Processing and Computer Vision
Computer Communication Networks
Artificial Intelligence
ISBN 3-319-10807-7
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Part I: Distributed Sensing – Architectures -- Towards Cognitive and Perceptive Video Systems -- Access-Centric In-Network Storage Optimization in Distributed Sensing Networks -- Decentralized Human Tracking in Visual Sensor Networks -- Real-Time Tracking for Moving Target in WSN with Uncovered Holes -- Sequential Anomaly Detection Using Wireless Sensor Networks in Unknown Environment -- Part II: Distributed Sensing – Applications -- A Full-Scale Hardware Solution for Crowd Evacuation via Multiple Cameras -- Visual Sensor Networks – Adaptive Online Configuration of Surveillance Networks with Distributed Smart Cameras -- Human Detection and Tracking in Healthcare Applications Through the Use of a Network of Sensors -- Automatic Players Detection and Tracking in Multi-Camera Tennis Videos -- Data Fusion with a Dense Sensor Network for Anomaly Detection in Smart Homes -- People Counting Across Non-Overlapping Camera Views by Flow Estimation among Foreground Regions -- 2D Human Pose Estimation and Tracking in Non-Overlapping Cameras -- Exploiting Crowd Synthesis for Multi-Camera Human Tracking -- Part III: Multi-Robot Systems -- Distributed Probabilistic Search and Tracking of Agile Mobile Ground Targets Using a Network of Unmanned Aerial Vehicles -- A Heterogeneous Robotic Network for Distributed Ambient Assisted Living -- Cooperative Multi-Robot Patrol in an Indoor Infrastructure -- Distributed Thermal Identification and Exploitation for Multiple Soaring UAVs -- Distributed Coordination of Networked Robots for Perimeter Surveillance Tasks -- Social-Aware Coordination of Multi-Robot Systems Based on Institutions -- Design of Safety Map with Collectives of Smartphone Sensors.
Record Nr. UNINA-9910298973103321
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Image analysis and processing ICIAP 2022 Workshops, ICIAP International Workshops, Lecce, Italy, May 23-27, 2022, Revised selected papers . Part II / / Pier Luigi Mazzeo [and three others] editors
Image analysis and processing ICIAP 2022 Workshops, ICIAP International Workshops, Lecce, Italy, May 23-27, 2022, Revised selected papers . Part II / / Pier Luigi Mazzeo [and three others] editors
Pubbl/distr/stampa Cham, Switzerland : , : Springer, , [2022]
Descrizione fisica 1 online resource (572 pages)
Disciplina 621.367
Collana Lecture Notes in Computer Science
Soggetto topico Image analysis
ISBN 3-031-13324-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Organization -- Contents - Part II -- Contents - Part I -- Human Behaviour Analysis for Smart City Environment Safety - HBAxSCES -- A Framework for Forming Middle Distance Routes Based on Spatial Guidelines, Perceived Accessibility and Visual Cues in Smart City -- 1 Introduction -- 2 Orientation and Perception Along the Route When Using the Navigation Interface -- 2.1 Mental Maps and Traveler Environment in Route Network Sustainability -- 2.2 Aggregation of Information for Navigation Tasks -- 2.3 Planning, Detailing, and Optimizing a Middle-Distance Route -- 2.4 Smart Routes Application Interface -- 3 GIS Applications in the Study of Navigation Behavior -- 3.1 Materials and Methods -- 3.2 Results -- 4 Conclusion -- References -- A Survey on Few-Shot Techniques in the Context of Computer Vision Applications Based on Deep Learning -- 1 Introduction -- 2 Description of Few-Shot Learning -- 2.1 Applications of FSL -- 2.2 FSL Techniques -- 2.3 FSL Benchmarks for Computer Vision -- 3 FSL for Human Behaviour Analysis Applications -- 4 Few-Shot for Smart City Environment Safety Applications -- 5 Conclusion -- References -- Decision-Support System for Safety and Security Assessment and Management in Smart Cities -- 1 Introduction -- 2 Material and Method -- 2.1 Conceptual Model -- 2.2 System Architecture -- 3 Case Study -- 4 Conclusions and Discussion -- References -- Embedded Intelligence for Safety and Security Machine Vision Applications -- 1 Introduction -- 2 Edge Computing Machine Vision Systems in S4AllCities Project -- 3 Integration with the Distributed Edge Computing Platform (DECIoT) -- 4 Hardware Platform for Machine Vision Based on the I.MX8M PLUS -- 5 VAEC System -- 6 Conclusions -- References -- Supporting Energy Digital Twins with Cloud Data Spaces: An Architectural Proposal -- 1 Introduction.
2 Background and State of Art -- 2.1 Energy of Things -- 2.2 Open Initiatives in Energy Computing Field -- 3 Design of the Italian Energy Data Space -- 3.1 Logical Architecture -- 3.2 The Proposed Development Process -- 4 Conclusion -- References -- High-Level Feature Extraction for Crowd Behaviour Analysis: A Computer Vision Approach -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 3.1 Pre-processing -- 3.2 Supervised Deep Learning Module -- 3.3 Unsupervised Learning for Trajectory Clustering -- 4 Experimental Results -- 5 Conclusions -- References -- Binary is the New Black (and White): Recent Advances on Binary Image Processing -- A Simple yet Effective Image Repairing Algorithm -- 1 Introduction -- 2 Background Notions -- 3 Related Work -- 4 Our Approach to Image Repairing -- 4.1 Algorithm A -- 4.2 Algorithm B -- 5 Proof of Correctness -- 5.1 Well-Composedness -- 5.2 Homotopy Equivalence -- 6 Experimental Results and Discussion -- 6.1 Results of Algorithms A and B -- 6.2 Processing The Repaired Images -- 7 Conclusion -- References -- A Novel Method for Improving the Voxel-Pattern-Based Euler Number Computing Algorithm of 3D Binary Images -- 1 Introduction -- 2 Review of Conventional Voxel-Pattern-Based Euler Number Computing Algorithm of a 3D Image -- 3 Our Proposed Method -- 4 Experimental Results -- 4.1 Execution Time Versus Image Sizes -- 4.2 Execution Time Versus Image Densities -- 5 Conclusion -- References -- Event-Based Object Detection and Tracking - A Traffic Monitoring Use Case - -- 1 Introduction -- 2 State of the Art -- 3 Object Detection and Tracking from Event Data -- 3.1 Preprocessing -- 3.2 Model-Free Detection -- 3.3 YOLO-Based Detector -- 3.4 Object Tracking -- 4 Experimental Results -- 5 Conclusions -- References -- Quest for Speed: The Epic Saga of Record-Breaking on OpenCV Connected Components Extraction.
1 Introduction -- 2 The First Approach -- 3 A Novel Interface -- 4 Going Faster with Blocks -- 5 Spaghetti for All -- 6 GPU Implementation -- 7 Discussion -- 8 Conclusion -- References -- An Efficient Run-Based Connected Component Labeling Algorithm for Processing Holes -- 1 Introduction and State-of-the-Art -- 2 General Overview of Our New Algorithm -- 3 Specificities of Black and White Labeling and Hole Processing -- 3.1 Black and White Labeling -- 3.2 Holes and Adjacency Tree Computation -- 3.3 Example -- 4 Benchmark and Performance Analysis -- 5 Conclusion -- References -- LSL3D: A Run-Based Connected Component Labeling Algorithm for 3D Volumes -- 1 Introduction -- 2 Classical Approaches to Connected Components Labeling and Their Evaluation -- 2.1 Main Principles of Modern CCL Algorithms -- 2.2 Benchmarking Procedure and Datasets -- 3 State-of-the-Art of 3D Algorithms -- 3.1 Pixel-Based Algorithms -- 3.2 Block-Based Algorithms -- 3.3 Segment-Based Algorithms -- 4 LSL3D and Efficient Unification Strategies for 3D Volumes -- 4.1 Extension of the Segment-Based Unification for 3D Volumes -- 4.2 A Finite-State Machine-Based Unification -- 4.3 Computational Reuse of Merged Lines -- 5 Architecture-Specific Optimizations of Run-Length Encoding on 3D Images -- 6 Conclusion and Future Work -- References -- Artificial Intelligence for Preterm Infants' HealthCare - AI-Care -- Deep-Learning Architectures for Placenta Vessel Segmentation in TTTS Fetoscopic Images -- 1 Introduction -- 2 Materials and Methods -- 2.1 Backbones -- 2.2 Decoder Architectures -- 3 Experimental Protocol -- 4 Results -- 5 Discussion and Conclusions -- References -- An Advanced Tool for Semi-automatic Annotation for Early Screening of Neurodevelopmental Disorders -- 1 Introduction -- 2 Related Work -- 2.1 Marker-Less AI Tools for Children's Motion Analysis.
2.2 Existing Tools for Face Childrens' Analysis -- 3 The Proposed Annotation Tool -- 3.1 The Graphical User Interface -- 3.2 Deep Learning Components -- 4 The Dataset -- 5 Experimental Results -- 6 Conclusions -- References -- Some Ethical Remarks on Deep Learning-Based Movements Monitoring for Preterm Infants: Green AI or Red AI? -- 1 Introduction -- 2 State of the Art: Green AI and Red AI -- 3 Methods -- 3.1 Considered Deep Learning Architectures -- 3.2 The BabyPose Dataset -- 3.3 Evaluation Metrics -- 4 Results and Discussion -- 5 Conclusion -- References -- Towards a Complete Analysis of People: From Face and Body to Clothes - T-CAP -- Effect of Gender, Pose and Camera Distance on Human Body Dimensions Estimation -- 1 Introduction -- 2 The Problem of Human Body Dimensions Estimation -- 3 Related Work -- 4 Material and Methods -- 4.1 Dataset -- 4.2 Neural Anthropometer -- 5 Results and Discussion -- 5.1 Effect of Gender -- 5.2 Effect of Pose -- 5.3 Effect of Camera Distance -- 5.4 Quantitative Comparison to Related Work -- 6 Conclusions and Future Work -- 6.1 Future Work -- References -- StyleTrendGAN: A Deep Learning Generative Framework for Fashion Bag Generation -- 1 Introduction -- 2 State-of-the-Art -- 3 Materials and Methods -- 3.1 Deep Generative Models -- 3.2 MADAME Dataset -- 3.3 Performance Metrics -- 4 Results and Discussion -- 5 Conclusions and Future Works -- References -- Gender Recognition from 3D Shape Parameters -- 1 Introduction -- 2 Related Work -- 3 Datasets -- 4 Approach -- 4.1 Model Selection -- 5 Results -- 5.1 Comparison with Previous Body Shape-Based Methods -- 5.2 Comparison with Image-Based Methods -- 6 Conclusions -- References -- Recognition of Complex Gestures for Real-Time Emoji Assignment -- 1 Introduction and Motivations -- 2 Proposed Method -- 2.1 Methods for Recognizing Facial Expressions.
2.2 Methods for Recognizing Hand Gestures -- 3 Real-Time Emoji Assignment -- 4 Experimental Results -- 5 Conclusion -- References -- Generating High-Resolution 3D Faces Using VQ-VAE-2 with PixelSNAIL Networks -- 1 Introduction -- 2 Related Works -- 2.1 3D to 2D Representations -- 2.2 3D Face Generation with GANs -- 2.3 3D Face Generation with Autoencoders -- 3 Method -- 3.1 VQ-VAE-2 with PixelSNAIL -- 3.2 Metrics for Quantitative Evaluation -- 4 Experiments -- 4.1 Quantitative Evaluation -- 5 Discussion and Conclusion -- References -- Artificial Intelligence for Digital Humanities - AI4DH -- The Morra Game: Developing an Automatic Gesture Recognition System to Interface Human and Artificial Players -- 1 Introduction -- 2 Methods -- 2.1 Apparatus -- 2.2 Procedure -- 3 Results -- 4 Discussion -- References -- Integration of Point Clouds from 360° Videos and Deep Learning Techniques for Rapid Documentation and Classification in Historical City Centers -- 1 Introduction -- 2 Background -- 3 Method -- 3.1 Generation of Point Clouds from 360° Videos -- 3.2 Deep Learning-Based Point Cloud Classification -- 4 Case Study -- 4.1 Dataset - Bassano Dataset -- 4.2 Acquisition and Post-processing -- 4.3 Classification -- 5 Conclusion -- References -- Towards the Creation of AI-powered Queries Using Transfer Learning on NLP Model - The THESPIAN-NER Experience -- 1 Introduction -- 1.1 The Digital Infrastructure of INFN-CHNet -- 2 The NER Model -- 2.1 The Training Dataset: Archaeological Documents and Scientific Reports Annotated with INCEpTION -- 2.2 Training and Evaluation of the Model -- 3 The Web Service: AI-powered Queries -- 4 Conclusions and Outlook -- References -- Detecting Fake News in MANET Messaging Using an Ensemble Based Computational Social System -- 1 Introduction -- 2 Literature Review -- 2.1 Vehicular Ad Hoc Networks.
2.2 Computational Social Systems.
Record Nr. UNINA-9910586584103321
Cham, Switzerland : , : Springer, , [2022]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Image analysis and processing ICIAP 2022 Workshops, ICIAP International Workshops, Lecce, Italy, May 23-27, 2022, Revised selected papers . Part II / / Pier Luigi Mazzeo [and three others] editors
Image analysis and processing ICIAP 2022 Workshops, ICIAP International Workshops, Lecce, Italy, May 23-27, 2022, Revised selected papers . Part II / / Pier Luigi Mazzeo [and three others] editors
Pubbl/distr/stampa Cham, Switzerland : , : Springer, , [2022]
Descrizione fisica 1 online resource (572 pages)
Disciplina 621.367
Collana Lecture Notes in Computer Science
Soggetto topico Image analysis
ISBN 3-031-13324-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Organization -- Contents - Part II -- Contents - Part I -- Human Behaviour Analysis for Smart City Environment Safety - HBAxSCES -- A Framework for Forming Middle Distance Routes Based on Spatial Guidelines, Perceived Accessibility and Visual Cues in Smart City -- 1 Introduction -- 2 Orientation and Perception Along the Route When Using the Navigation Interface -- 2.1 Mental Maps and Traveler Environment in Route Network Sustainability -- 2.2 Aggregation of Information for Navigation Tasks -- 2.3 Planning, Detailing, and Optimizing a Middle-Distance Route -- 2.4 Smart Routes Application Interface -- 3 GIS Applications in the Study of Navigation Behavior -- 3.1 Materials and Methods -- 3.2 Results -- 4 Conclusion -- References -- A Survey on Few-Shot Techniques in the Context of Computer Vision Applications Based on Deep Learning -- 1 Introduction -- 2 Description of Few-Shot Learning -- 2.1 Applications of FSL -- 2.2 FSL Techniques -- 2.3 FSL Benchmarks for Computer Vision -- 3 FSL for Human Behaviour Analysis Applications -- 4 Few-Shot for Smart City Environment Safety Applications -- 5 Conclusion -- References -- Decision-Support System for Safety and Security Assessment and Management in Smart Cities -- 1 Introduction -- 2 Material and Method -- 2.1 Conceptual Model -- 2.2 System Architecture -- 3 Case Study -- 4 Conclusions and Discussion -- References -- Embedded Intelligence for Safety and Security Machine Vision Applications -- 1 Introduction -- 2 Edge Computing Machine Vision Systems in S4AllCities Project -- 3 Integration with the Distributed Edge Computing Platform (DECIoT) -- 4 Hardware Platform for Machine Vision Based on the I.MX8M PLUS -- 5 VAEC System -- 6 Conclusions -- References -- Supporting Energy Digital Twins with Cloud Data Spaces: An Architectural Proposal -- 1 Introduction.
2 Background and State of Art -- 2.1 Energy of Things -- 2.2 Open Initiatives in Energy Computing Field -- 3 Design of the Italian Energy Data Space -- 3.1 Logical Architecture -- 3.2 The Proposed Development Process -- 4 Conclusion -- References -- High-Level Feature Extraction for Crowd Behaviour Analysis: A Computer Vision Approach -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 3.1 Pre-processing -- 3.2 Supervised Deep Learning Module -- 3.3 Unsupervised Learning for Trajectory Clustering -- 4 Experimental Results -- 5 Conclusions -- References -- Binary is the New Black (and White): Recent Advances on Binary Image Processing -- A Simple yet Effective Image Repairing Algorithm -- 1 Introduction -- 2 Background Notions -- 3 Related Work -- 4 Our Approach to Image Repairing -- 4.1 Algorithm A -- 4.2 Algorithm B -- 5 Proof of Correctness -- 5.1 Well-Composedness -- 5.2 Homotopy Equivalence -- 6 Experimental Results and Discussion -- 6.1 Results of Algorithms A and B -- 6.2 Processing The Repaired Images -- 7 Conclusion -- References -- A Novel Method for Improving the Voxel-Pattern-Based Euler Number Computing Algorithm of 3D Binary Images -- 1 Introduction -- 2 Review of Conventional Voxel-Pattern-Based Euler Number Computing Algorithm of a 3D Image -- 3 Our Proposed Method -- 4 Experimental Results -- 4.1 Execution Time Versus Image Sizes -- 4.2 Execution Time Versus Image Densities -- 5 Conclusion -- References -- Event-Based Object Detection and Tracking - A Traffic Monitoring Use Case - -- 1 Introduction -- 2 State of the Art -- 3 Object Detection and Tracking from Event Data -- 3.1 Preprocessing -- 3.2 Model-Free Detection -- 3.3 YOLO-Based Detector -- 3.4 Object Tracking -- 4 Experimental Results -- 5 Conclusions -- References -- Quest for Speed: The Epic Saga of Record-Breaking on OpenCV Connected Components Extraction.
1 Introduction -- 2 The First Approach -- 3 A Novel Interface -- 4 Going Faster with Blocks -- 5 Spaghetti for All -- 6 GPU Implementation -- 7 Discussion -- 8 Conclusion -- References -- An Efficient Run-Based Connected Component Labeling Algorithm for Processing Holes -- 1 Introduction and State-of-the-Art -- 2 General Overview of Our New Algorithm -- 3 Specificities of Black and White Labeling and Hole Processing -- 3.1 Black and White Labeling -- 3.2 Holes and Adjacency Tree Computation -- 3.3 Example -- 4 Benchmark and Performance Analysis -- 5 Conclusion -- References -- LSL3D: A Run-Based Connected Component Labeling Algorithm for 3D Volumes -- 1 Introduction -- 2 Classical Approaches to Connected Components Labeling and Their Evaluation -- 2.1 Main Principles of Modern CCL Algorithms -- 2.2 Benchmarking Procedure and Datasets -- 3 State-of-the-Art of 3D Algorithms -- 3.1 Pixel-Based Algorithms -- 3.2 Block-Based Algorithms -- 3.3 Segment-Based Algorithms -- 4 LSL3D and Efficient Unification Strategies for 3D Volumes -- 4.1 Extension of the Segment-Based Unification for 3D Volumes -- 4.2 A Finite-State Machine-Based Unification -- 4.3 Computational Reuse of Merged Lines -- 5 Architecture-Specific Optimizations of Run-Length Encoding on 3D Images -- 6 Conclusion and Future Work -- References -- Artificial Intelligence for Preterm Infants' HealthCare - AI-Care -- Deep-Learning Architectures for Placenta Vessel Segmentation in TTTS Fetoscopic Images -- 1 Introduction -- 2 Materials and Methods -- 2.1 Backbones -- 2.2 Decoder Architectures -- 3 Experimental Protocol -- 4 Results -- 5 Discussion and Conclusions -- References -- An Advanced Tool for Semi-automatic Annotation for Early Screening of Neurodevelopmental Disorders -- 1 Introduction -- 2 Related Work -- 2.1 Marker-Less AI Tools for Children's Motion Analysis.
2.2 Existing Tools for Face Childrens' Analysis -- 3 The Proposed Annotation Tool -- 3.1 The Graphical User Interface -- 3.2 Deep Learning Components -- 4 The Dataset -- 5 Experimental Results -- 6 Conclusions -- References -- Some Ethical Remarks on Deep Learning-Based Movements Monitoring for Preterm Infants: Green AI or Red AI? -- 1 Introduction -- 2 State of the Art: Green AI and Red AI -- 3 Methods -- 3.1 Considered Deep Learning Architectures -- 3.2 The BabyPose Dataset -- 3.3 Evaluation Metrics -- 4 Results and Discussion -- 5 Conclusion -- References -- Towards a Complete Analysis of People: From Face and Body to Clothes - T-CAP -- Effect of Gender, Pose and Camera Distance on Human Body Dimensions Estimation -- 1 Introduction -- 2 The Problem of Human Body Dimensions Estimation -- 3 Related Work -- 4 Material and Methods -- 4.1 Dataset -- 4.2 Neural Anthropometer -- 5 Results and Discussion -- 5.1 Effect of Gender -- 5.2 Effect of Pose -- 5.3 Effect of Camera Distance -- 5.4 Quantitative Comparison to Related Work -- 6 Conclusions and Future Work -- 6.1 Future Work -- References -- StyleTrendGAN: A Deep Learning Generative Framework for Fashion Bag Generation -- 1 Introduction -- 2 State-of-the-Art -- 3 Materials and Methods -- 3.1 Deep Generative Models -- 3.2 MADAME Dataset -- 3.3 Performance Metrics -- 4 Results and Discussion -- 5 Conclusions and Future Works -- References -- Gender Recognition from 3D Shape Parameters -- 1 Introduction -- 2 Related Work -- 3 Datasets -- 4 Approach -- 4.1 Model Selection -- 5 Results -- 5.1 Comparison with Previous Body Shape-Based Methods -- 5.2 Comparison with Image-Based Methods -- 6 Conclusions -- References -- Recognition of Complex Gestures for Real-Time Emoji Assignment -- 1 Introduction and Motivations -- 2 Proposed Method -- 2.1 Methods for Recognizing Facial Expressions.
2.2 Methods for Recognizing Hand Gestures -- 3 Real-Time Emoji Assignment -- 4 Experimental Results -- 5 Conclusion -- References -- Generating High-Resolution 3D Faces Using VQ-VAE-2 with PixelSNAIL Networks -- 1 Introduction -- 2 Related Works -- 2.1 3D to 2D Representations -- 2.2 3D Face Generation with GANs -- 2.3 3D Face Generation with Autoencoders -- 3 Method -- 3.1 VQ-VAE-2 with PixelSNAIL -- 3.2 Metrics for Quantitative Evaluation -- 4 Experiments -- 4.1 Quantitative Evaluation -- 5 Discussion and Conclusion -- References -- Artificial Intelligence for Digital Humanities - AI4DH -- The Morra Game: Developing an Automatic Gesture Recognition System to Interface Human and Artificial Players -- 1 Introduction -- 2 Methods -- 2.1 Apparatus -- 2.2 Procedure -- 3 Results -- 4 Discussion -- References -- Integration of Point Clouds from 360° Videos and Deep Learning Techniques for Rapid Documentation and Classification in Historical City Centers -- 1 Introduction -- 2 Background -- 3 Method -- 3.1 Generation of Point Clouds from 360° Videos -- 3.2 Deep Learning-Based Point Cloud Classification -- 4 Case Study -- 4.1 Dataset - Bassano Dataset -- 4.2 Acquisition and Post-processing -- 4.3 Classification -- 5 Conclusion -- References -- Towards the Creation of AI-powered Queries Using Transfer Learning on NLP Model - The THESPIAN-NER Experience -- 1 Introduction -- 1.1 The Digital Infrastructure of INFN-CHNet -- 2 The NER Model -- 2.1 The Training Dataset: Archaeological Documents and Scientific Reports Annotated with INCEpTION -- 2.2 Training and Evaluation of the Model -- 3 The Web Service: AI-powered Queries -- 4 Conclusions and Outlook -- References -- Detecting Fake News in MANET Messaging Using an Ensemble Based Computational Social System -- 1 Introduction -- 2 Literature Review -- 2.1 Vehicular Ad Hoc Networks.
2.2 Computational Social Systems.
Record Nr. UNISA-996485670703316
Cham, Switzerland : , : Springer, , [2022]
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Image analysis and processing : ICIAP international workshops, Lecce, Italy, May 23-27, 2022, revised selected papers, Part I. / / edited by Pier Luigi Mazzeo [and three others]
Image analysis and processing : ICIAP international workshops, Lecce, Italy, May 23-27, 2022, revised selected papers, Part I. / / edited by Pier Luigi Mazzeo [and three others]
Pubbl/distr/stampa Cham, Switzerland : , : Springer, , [2022]
Descrizione fisica 1 online resource (586 pages)
Disciplina 621.367
Collana Lecture Notes in Computer Science
Soggetto topico Image analysis
Image processing
ISBN 3-031-13321-8
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 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.
Record Nr. UNISA-996485670403316
Cham, Switzerland : , : Springer, , [2022]
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Image analysis and processing : ICIAP international workshops, Lecce, Italy, May 23-27, 2022, revised selected papers, Part I. / / edited by Pier Luigi Mazzeo [and three others]
Image analysis and processing : ICIAP international workshops, Lecce, Italy, May 23-27, 2022, revised selected papers, Part I. / / edited by Pier Luigi Mazzeo [and three others]
Pubbl/distr/stampa Cham, Switzerland : , : Springer, , [2022]
Descrizione fisica 1 online resource (586 pages)
Disciplina 621.367
Collana Lecture Notes in Computer Science
Soggetto topico Image analysis
Image processing
ISBN 3-031-13321-8
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 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.
Record Nr. UNINA-9910586580403321
Cham, Switzerland : , : Springer, , [2022]
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Intelligent Video Surveillance : New Perspectives / / Pier Luigi Mazzeo, editor
Intelligent Video Surveillance : New Perspectives / / Pier Luigi Mazzeo, editor
Pubbl/distr/stampa London : , : IntechOpen, , 2023
Descrizione fisica 1 online resource (176 pages)
Disciplina 621.38928
Soggetto topico Video surveillance
ISBN 1-80356-342-7
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910678590503321
London : , : IntechOpen, , 2023
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Visual Object Tracking with Deep Neural Networks / / edited by Pier Luigi Mazzeo, Srinivasan Ramakrishnan, and Paolo Spagnolo
Visual Object Tracking with Deep Neural Networks / / edited by Pier Luigi Mazzeo, Srinivasan Ramakrishnan, and Paolo Spagnolo
Pubbl/distr/stampa London, United Kingdom : , : IntechOpen, , 2019
Descrizione fisica 1 online resource (206 pages) : illustrations some color
Disciplina 006
Soggetto topico Artificial intelligence
Neural networks (Computer science)
ISBN 1-78985-142-4
1-78985-158-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910407742103321
London, United Kingdom : , : IntechOpen, , 2019
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui