Autore	Zhang Yu-Jin <1954->
Edizione	[1st ed. 2021.]
Pubbl/distr/stampa	Singapore : , : Springer, , [2021]
Descrizione fisica	1 online resource (XXXII, 1967 p. 790 illus., 618 illus. in color.)
Disciplina	621.367
Soggetto topico	Image processing Image analysis Optical pattern recognition
ISBN	981-15-5873-6
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Part 1 Image Fundamentals -- 1 Image Basics -- 2 Image Engineering -- 3 Image Acquisition Devices -- 4 Image Acquisition Modes -- 5 Image Digitization -- 6 Image Display and Printing -- 7 Image Storage and Communication -- 8 Related Knowledge -- Part 2 Image Processing -- 9 Pixel Spatial Relationship -- 10 Image Transforms -- 11 Point Operations for Spatial Domain Enhancement -- 12 Mask Operations for Spatial Domain Enhancement -- 13 Frequency Domain Filtering -- 14 Image Restoration -- 15 Image Repair and Recovery -- 16 Image Reconstruction from Projection -- 17 Image Coding -- 18 Image Watermarking -- 19 Image Information Security -- 20 Color Image Processing -- 21 Video Image Processing -- 22 Multi-Resolution Image -- Part 3 Image Analysis -- 23 Segmentation Introduction -- 24 Edge Detection -- 25 Object Segmentation Methods -- 26 Segmentation Evaluation -- 27 Object Representation -- 28 Object Description -- 29 Feature Measurement and Error Analysis -- 30 Texture Analysis -- 31 Shape Analysis -- 32 Motion Analysis -- 33 Image Pattern Recognition -- 34 Biometric Recognition -- Part 4 Image Understanding -- 35 Theory of Image Understanding -- 36 3-D Representation and Description -- 37 Stereo Vision -- 38 Multi-image 3-D Scene Reconstruction -- 39 Single-image 3D Scene Reconstruction -- 40 Knowledge and Learning -- 41 General Image Matching -- 42 Scene Analysis and Interpretation -- 43 Image Information Fusion -- 44 Content-Based Retrieval -- 45 Spatial-Temporal Behavior Understanding -- Part 5 Related References -- 46 Related Theories and Techniques -- 47 Optics -- 48 Mathematical Morphology for Binary Images -- 49 Mathematical Morphology for Gray-Level Images -- 50 Visual Sensation and Perception -- 51 Application of Image Technology -- 52 International Organizations and Standards.
Record Nr.	UNINA-9910484954103321

Pubbl/distr/stampa	Hoboken, New Jersey : , : Wiley, , 2017
Descrizione fisica	1 online resource (428 pages)
Disciplina	621.36/7028563
Soggetto topico	Image analysis Computational intelligence
ISBN	1-119-24295-9 1-119-24293-2 1-119-24296-7
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Multilevel image segmentation using modified genetic algorithm (MfGA) based fuzzy C-means / Sourav De, Sunanda Das, Siddhartha Bhattacharyya, Paramartha Dutta -- Character recognition using entropy-based fuzzy C-means clustering / B. Kondalarao, S. Sahoo, D. K. Pratihar -- A two-stage approach to handwritten indic script identification / Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri -- Feature extraction and segmentation techniques in static hand gesture recognition system / Subhamoy Chatterjee, Piyush Bhandari, Mahesh Kumar Kolekar -- SVM combination for an enhanced prediction of writer's soft-biometrics / Nesrine Bouadjenek, Hassiba Nemmour, Youcef Chibani -- Brain inspired machine intelligence for image analysis : convolutional neural networks / Siddharth Srivastava, Brejesh Lall -- Human behavioral analysis using evolutionary algorithms and deep learning / Earnest Paul Ijjina, C. Krishna Mohan -- Feature based robust description and monocular detection : an application to vehicle tracking / Ramazan Yýldýz, Tankut Acarman -- A GIS anchored technique for social utility hot spot detection / Anirban Chakraborty, J. K. Mandal, Arnab Patra, Jayatra Majumdar -- Hyperspectral data processing : spectral unmixing, classification and target identification / Vaibhav Lodhi, Debashish Chakravarty, Pabitra Mitra -- A hybrid approach for band selection of hyperspectral images / Aditi Roy Chowdhury, Joydev Hazra, Paramartha Dutta -- Uncertainty based clustering algorithms for medical image analysis / B. K. Tripathy, Deepthi P. Hudedagaddi -- An optimized breast cancer diagnosis system using cuckoo search algorithm and support vector machine classifier / M. Prabukumar, L. Agilandeeswari, Arun Kumar Sangaiah -- Analysis of hand vein images using hybrid techniques / R. Sudhakar, S. Bharathi, V. Gurunathan -- Identification of abnormal masses in digital mammogram using statistical decision making / Indra Kanta Maitra, Sangita Bhattacharjee, Samir Kumar Bandyopadhyay -- Automatic detection of coronary artery stenosis using bayesian classification and gaussian filters based on differential evolution / Ivan Cruz-Aceves, Fernando Cervantes-Sanchez, Arturo Hernandez-Aguirre -- Evaluating the efficacy of multi-resolution texture features for prediction of breast density using mammographic images / Kriti Virmani, Jitendra Virmani.
Record Nr.	UNINA-9910270862503321

Edizione	[1st ed. 2023.]
Pubbl/distr/stampa	Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023]
Descrizione fisica	1 online resource (624 pages)
Disciplina	621.367
Collana	Lecture Notes in Computer Science
Soggetto topico	Image analysis Image processing
ISBN	9783031314384 9783031314377
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Segmentation, Grouping, and Shape -- Vision for Robotics and Autonomous Vehicles -- Biometrics, Faces, Body Gestures and Pose -- 3D Vision from Multiview and other Sensors -- Vision Applications and Systems.
Record Nr.	UNISA-996525671103316

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