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Umfang: 1 online resource (204 pages)

Ausgabe: 1st ed.

ISBN: 3-031-56521-5

Serie: Learning and Analytics in Intelligent Systems Series ; v.37

Anmerkung: Intro -- Contents -- Research on Surface Defect Detection of Microchannel Aluminum Flat Tubes Based on Improved Faster RCNN -- 1 Introduction -- 2 Algorithm Design and Improvement -- 2.1 RPN Basic Structure and ROI Align -- 2.2 Region Proposal Network with FPN Convergence -- 2.3 Improved Feature Extraction Network -- 2.4 Improved Faster RCNN Target Detection Algorithm Flow -- 3 Acquisition and Analysis of Data -- 4 Experimental Results and Analysis -- 4.1 Hardware and Software Platform Setup -- 4.2 Assessment of Indicators -- 4.3 Comparative Experimental Results Analysis -- 5 Conclusion -- References -- VIOFormer: Advancing Monocular Visual-Inertial Odometry Through Transformer-Based Fusion -- 1 Introduction -- 2 VIOFormer Design -- 2.1 Overview of VIOFormer Architecture -- 2.2 Methods of VIOFormer -- 3 Evaluation -- 3.1 Dataset and Preprocessing -- 3.2 Performance on Estimation Accuracy -- 3.3 Trajectory Evaluation -- 3.4 Analysis of APE and RPE Results -- 4 Discussion and Conclusion -- References -- Incorporating Feature Signal Transmission with Block-Based Haptic Data Reduction for Time-Delayed Teleoperation -- 1 Introduction -- 2 Technical Background -- 2.1 Sample-Based Haptic Packet Rate Reduction -- 2.2 Block-Based Haptic Packet Rate Reduction -- 3 Method -- 3.1 Feature Signal Extraction Within the DB -- 3.2 Signal Adjustment Within the Block -- 4 Experiments -- 5 Conclusion -- References -- Sailboat Simulation System Based on Natural Interaction and Eye-Tracking -- 1 Introduction -- 2 Related Works -- 2.1 Modeling of Sailing Dynamics -- 2.2 Interaction in Sailing Maneuvers -- 3 Sailing System -- 3.1 4DOF Maneuvering Motion Model Integrating Multiple Sails -- 3.2 Natural Interaction Based on Data Gloves -- 3.3 Real-Time Information Prompts Combined with Eye Tracking -- 4 User Study -- 4.1 Virtual Hand and Controller Interaction Evaluation. , 4.2 Eye-Tracking Real-Time Information Prompts Evaluation -- 4.3 Results and Analysis -- 5 Conclusion and Future Work -- References -- Virtual Re-Creation in Augmented Reality for Artistic Expression and Exhibition -- 1 Introduction -- 2 Artistic Expression Using Augmented Reality -- 2.1 Judy Chicago's Feline Sculptures in Augmented Reality -- 2.2 AR Immersive Experiences -- 2.3 Data Collection of Observed Behavior/Capturing Visitor Reactions -- 2.4 Goals of the Project Scope -- 3 Modeling and Animating the Cats -- 3.1 Previsualization -- 3.2 Models and Textures -- 3.3 Rigging and Animation -- 3.4 Maya to Unity -- 3.5 Virtual Walking Cats on a NavMesh -- 4 Augmented Reality Integration -- 4.1 Choosing an HMD: Meta Quest Pro Versus Microsoft Hololens 2 -- 4.2 Meta Quest Pro Boundary -- 4.3 Spatial Anchors and Calibration -- 4.4 Custom Developer Controls -- 4.5 Lighting, Shadows, and Realism -- 5 Conclusion -- References -- Design and Experimental Study of Automatic Phase Adjustment System for Combined Filter Rods Based on Visual Detection -- 1 Introduction -- 2 Related Works -- 3 Combined Filter Rods Phase Visual Detection Subsystem -- 3.1 Combined Filter Rod Image Preprocessing -- 3.2 Combined Filter Rod Phase Detection Principle -- 4 Experimental Study -- 4.1 Experimental Platform Construction -- 4.2 Experimental Data Analysis -- 5 Conclusion -- References -- Multi-Sensor SLAM Assisted by 2D LiDAR Line Features -- 1 Introduction -- 2 The Proposed Method -- 2.1 System Overview -- 2.2 Residuals -- 2.3 Nonlinear Optimization Model -- 3 Experiment -- 3.1 Trajectories Comparison -- 3.2 Pose Estimation Accuracy Comparison -- 4 Conclusion -- References -- Transforming Healthcare with Immersive Visualization: An Analysis of Virtual and Holographic Health Information Platforms -- 1 Introduction -- 2 Background. , 2.1 The Need for Information Visualization and 3D Representation -- 2.2 The History and Development of 3D Visualization Technology -- 3 What is Holography? -- 4 Mixed Reality and Holographic Equipment and Manufacturers -- 5 What is Holographic Computing? -- 6 Common Applications and Use-Cases -- 6.1 Expert-Based Users -- 6.2 General-Based Users -- 7 Virtual and Holographic Visualization in Medicine-Importance and Need -- 8 Current Research Areas and Applications -- 8.1 Visualization and Assessment of Abnormalities and Organ Functions -- 8.2 Surgical Navigation and Intervention -- 8.3 Biomedicine and Physiology -- 8.4 Tele-Monitoring and Medical Education -- 9 Enhancing Doctor-Patient Communication Through Holography -- 10 Genetics and Genomics: Understanding the Presented Information -- 11 Conventional Visualization Methods in Genetics -- 12 The Holographic Solution -- 13 Research and Analysis -- 14 Implications -- 15 Conclusion -- References -- Design and Implementation of 3 MHz Co-site for Ultra-short Wave Link -- 1 Introduction -- 2 Ultra-short Wave Link with 3 MHz Co-site System -- 2.1 System Composition -- 2.2 Space Isolation Design -- 2.3 Designed to Emit Broadband Noise -- 2.4 Anti-clogging Ability -- 3 Ultra-short Wave Co-site Testing and Verification -- 4 Conclusion -- References -- Soft Consensus Under Weighted Average Aggregation Operator and Its Effect on Consensus -- 1 Introduction -- 2 Preliminaries -- 3 Model Construction -- 3.1 Soft Consensus Cost Model with Aggregation Operator -- 3.2 Soft Consensus Cost Model with No Aggregation Operator -- 4 Numerical Examples -- 5 Conclusion -- References -- Multi-layer Cross-Scale Coupling Feature Pyramid Network for Food Logo Detection -- 1 Introduction -- 2 Related Work -- 3 Data and Methods -- 3.1 Datasets -- 3.2 Evaluation and Implementation Details -- 3.3 Methods -- 4 Results. , 4.1 Comparison of State-of-the-Art Methods -- 4.2 Experiments on Other Logo Datasets -- 4.3 Ablation Study -- 4.4 Feature Pyramid Architecture -- 5 Conclusions -- References -- Identification of Imaging Genetics Association for Mild Cognitive Impairment Based on Adaptive Constrained Canonical Correlation Analysis -- 1 Introduction -- 2 Materials and Methods -- 2.1 Data Collection and Preprocessing -- 2.2 Adaptive Sparse Multi-view Canonical Correlation Analysis Model -- 3 Results -- 3.1 The Performance of AdaSMCCA Method -- 3.2 Top Brain Regions and Genes Related to MCI -- 3.3 Pathway Enrichment Analysis of Top Genes Related to Brain Regions -- 3.4 Association Analysis of Featured Brain Regions and Genes -- 4 Conclusion -- References -- Multitasking Evolutionary Algorithm with SVM-Based Knowledge Discriminator -- 1 Introduction -- 2 Support Vector Machine (SVM) -- 3 Proposed Methods -- 3.1 SVM-Based Knowledge Discriminator (SVMKD) -- 3.2 Framework of Algorithms -- 4 Experimental Results -- 4.1 Problems and Parameter Settings -- 4.2 Results -- 5 Conclusion -- References -- The Design and Realization of the "Smart Ceramics" Virtual Ceramics Museum -- 1 Introduction -- 2 The Significance of the Construction of the Virtual Ceramic Museum -- 3 "Smart Ceramics" Virtual Museum Overall Design -- 3.1 Virtual Museum Layout Design -- 3.2 Smart Ceramics Exhibition Hall -- 3.3 Smart Ceramics Experience Hall -- 3.4 Smart Ceramics Holographic Screening Room -- 4 IdeaVR Innovative Design Realization -- 4.1 Intelligent Interaction Experience -- 4.2 Personalized Guide Service -- 4.3 Innovative Interaction and Artistic Appearance Design -- 4.4 Simulation Demonstration -- 5 Conclusion -- References -- Advancing Colon Cancer Detection: A YOLOv5-Based Approach with Emphasis on Precision, Interpretability, and Real-World Deployment Considerations -- 1 Introduction. , 2 Problem Statement -- 2.1 Research Gaps Identified -- 2.2 Summary of Contributions -- 2.3 Challenges in Colon Cancer Detection: A Comprehensive Overview -- 3 Methodology -- 4 Result -- 4.1 Performance Parameters -- 4.2 Performance Comparison: YOLOv5 Small Versus Existing Methods for Colon Cancer Detection -- 4.3 Experimental Configurations -- 5 Conclusion -- References -- 3D Pose Measurement of All Students Using Existing Cameras in the Smart Classroom: A Pilot Study -- 1 Introduction -- 1.1 Related Work -- 2 A New Scheme for Measuring the Upper Body 3D Pose of All Students Using Existing Cameras in the Smart Classroom -- 3 Conclusion and Future Work -- References.

Weitere Ausg.: ISBN 3-031-56520-7

Sprache: Englisch