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3D Imaging Technologies--Multi-Dimensional Signal Processing and Deep Learning : Mathematical Approaches and Applications, Volume 1 / / Lakhmi C. Jain, Roumen Kountchev, Junsheng Shi
| 3D Imaging Technologies--Multi-Dimensional Signal Processing and Deep Learning : Mathematical Approaches and Applications, Volume 1 / / Lakhmi C. Jain, Roumen Kountchev, Junsheng Shi |
| Autore | Jain Lakhmi C |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Singapore : , : Springer Singapore Pte. Limited, , 2021 |
| Descrizione fisica | 1 online resource (341 pages) |
| Disciplina | 006.693 |
| Altri autori (Persone) |
KountchevRoumen
ShiJunsheng |
| Collana | Smart Innovation, Systems and Technologies |
| Soggetto topico |
Visualització tridimensional
Infografia Processament digital de senyals |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| ISBN |
9789811633911
9811633916 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Contents -- About the Editors -- A Study of Digital Camera Spectral Reconstruction Based on BP Neural Networks and Polynomial Expansions -- 1 Introduction -- 2 Reflectance Reconstruction Based on Expansion of Response Value of Color Digital Camera -- 2.1 Response Value Expansion Method -- 2.2 Spectral Reconstruction Evaluation -- 3 Experimental Equipment and Environmental Conditions -- 4 Experimental Results and Analysis -- 4.1 Polynomial Expansion Result -- 4.2 Comparison of Different Reconstruction Methods -- 5 Conclusion -- References -- Research Status of Motor Imagery EEG Signal Based on Deep Learning -- 1 Introduction -- 2 Application of Deep Learning Algorithm in MI -- 2.1 CNN Applied to Motion Imagination -- 2.2 DBN Applied to Motion Imagination -- 3 Discussion -- 4 Conclusion -- References -- Image Recognition Based on Super-Resolution Wasserstein Generative Adversarial Nets with Gradient Penalty -- 1 Introduction -- 2 Related Work -- 2.1 Generative Adversarial Nets -- 2.2 Super-Resolution Generative Adversarial Nets -- 2.3 Wasserstein Generative Adversarial Nets with Gradient Penalty -- 3 Super-Resolution Wasserstein Generative Adversarial Nets with Gradient Penalty -- 3.1 Generator Architecture of the SRGAN-GP -- 3.2 Discriminator Architecture of the SRGAN-GP -- 3.3 Loss Function of SRWGAN-GP -- 3.4 Image Recognition -- 4 Experimental Results and Analysis -- 5 Conclusion -- References -- Overview of SAR Image Change Detection -- 1 Introduction -- 2 Research Contents and Methods of SAR Image Change Detection -- 2.1 Image Preprocessing -- 2.2 Difference Image Generation -- 2.3 Difference Image Analysis -- 2.4 Accuracy Test Index -- 3 Change Detection Results and Accuracy Evaluation of Some Typical Methods -- 4 Expectation -- References -- Overview of SAR Image Denoising Based on Transform Domain -- 1 Introduction.
2 Speckle Model -- 3 SAR Image Denoising Algorithm Based on Transform Domain -- 3.1 Denoising Algorithm Based on Wavelet Transform -- 3.2 Denoising Algorithm Based on Multi-scale Analysis -- 4 Denoising Performance Parameters -- 4.1 Peak Signal-To-Noise Ratio (PSNR) -- 4.2 Equivalent Sight Number (ENL) -- 4.3 Edge Retention Index (EPI) -- 5 Simulation of the Typical Denoising Algorithm -- 6 Summary and Outlook -- References -- CRF-ERSVM: An Effective and Robust Support Vector Machine Based on Complete Random Forest -- 1 Introduction -- 2 Theoretical Background -- 2.1 CRF -- 2.2 SVM -- 3 CRF-ERSVM Model -- 3.1 CRF-ERSVM Framework -- 3.2 Improved CRF -- 3.3 Improved SVM -- 4 Experiments -- 4.1 UCI Datasets -- 4.2 Effectiveness -- 5 Conclusion -- References -- Overview of Speckle Noise Suppression Methods in SAR Image Based on NLM -- 1 Introduction -- 2 Classic-NLM Filtering -- 3 NLM Filtering Based on Mean Ratio -- 4 NLM Based on Structural Similarity Index and Gradient -- 5 NLM Based on Bilateral Filtering -- 6 Evaluation Index -- 7 Experimental Results and Analysis -- 8 Conclusion and Prospect -- References -- Overview of SAR Image Feature Extraction and Target Recognition -- 1 Introduction -- 2 SAR Image Target Recognition Process -- 3 Methods of SAR Image Feature Extraction and Target Recognition -- 3.1 Feature Extraction Methods Based on Optical or Visual Image Characteristics -- 3.2 Feature Extraction Methods Based on Statistical Analysis or Mathematical Transformation -- 3.3 Feature Extraction Methods of Scattering Mechanism Angle Based on Clear Physical Meaning -- 3.4 Feature Extraction Methods Based on Deep Learning -- 4 Simulation Results of Some Typical Methods -- 5 Difficulties and Prospects -- References -- Art Design Pattern Generation Method Based on 3D Fractal -- 1 Introduction. 2 Fractal Theory and the Generation Method of Fractal Graphics -- 3 3D Pattern Design -- 4 Conclusions -- References -- Research on Cooperative Production Planning Method Based on Factor Analysis and BP Neural Network Model -- 1 Research Ideas -- 2 Research Methods -- 3 Model Building -- 3.1 Construction of BP Neural Network in Industrial Cigarette Sales Forecast Model -- 3.2 Input and Output Enterprise Factor Analysis Modeling -- 4 The Application and Improvement Direction of the Model -- References -- Appearance Defect Detection of Injection Parts Based on Deep Learning -- 1 Introduction -- 2 Selection of Image Acquisition Equipment -- 2.1 Selection of Camera and Lens -- 2.2 The Selection and Scheme of Light Source -- 3 Image Preprocessing -- 3.1 Common Defects of Injection Parts -- 3.2 Data Set Expansion -- 3.3 Image Enhancement -- 4 Fundamentals of Convolutional Neural Networks -- 4.1 Convolutional Neural Network -- 5 Appearance Defect Recognition of Injection Parts Based on Convolutional Neural Network -- 5.1 Comparative Analysis of Classical Convolutional Neural Networks -- 5.2 A Structural Model of Convolutional Neural Network for Appearance Defect Detection of Injection Molded Parts -- 5.3 A Training Method for Defect Recognition in Convolutional Neural Networks -- 5.4 The Evaluation Index -- 5.5 Model Hyperparameter Selection -- 5.6 Comparative Experiment and Analysis with Common Classical Networks -- 6 Conclusion -- References -- Thresholding Method for the Sonar Image of a Seabed Target Based on Two-Dimensional Renyi's Entropy -- 1 Introduction -- 2 Dual-Threshold Method Based on Two-Dimensional Renyi's Entropy -- 3 Thresholding Results of the Sonar Image of a Seabed Target -- 3.1 Introduction to the Sonar Image of a Seabed Target -- 3.2 Thresholding Steps and Results of the Sonar Image of a Seabed Target -- 4 Conclusion -- References. Noise Reduction in Sonar Images of Seabed Targets Based on a Variational Method -- 1 Introduction -- 2 Improved Variational Method for Image Noise Reduction -- 3 Experimental Results and Analysis -- 4 Conclusion -- References -- Sonar Image Segmentation of Seabed Targets Using a Variational Approach -- 1 Introduction -- 2 Improved Model for Image Segmentation -- 3 Experimental Results and Analysis -- 4 Conclusion -- References -- Balance the Robustness and Invisibility of Digital Watermarking by Image Entropy in Multiple Domains -- 1 Introduction -- 2 The Proposed Scheme -- 2.1 Watermark Embedding -- 2.2 Watermark Extraction -- 3 Experiments -- 4 Conclusion -- References -- Research Progress of Electrical Resistance Tomography -- 1 Introduction -- 2 Research Work of This Article -- 3 ERT Research Status -- 3.1 Applied Research Aspects of ERT -- 3.2 ERT's Image Reconstruction Unit -- 3.3 ERT's Sensor Unit -- 3.4 Conductive Concrete -- 4 Conclusion -- References -- Research on Low-Resolution Image Matching and Recognition Algorithm Based on Unified Feature Space -- 1 Establishment of Low-Resolution Image Data Sets -- 2 Super-Resolution Method Based on Sparse Representation -- 3 Algorithm Based on Two-Layer Coupled Space Mapping -- 4 To Summarize -- 5 Conclusion -- References -- Research on Realistic Representation Technology in Virtual Environment -- 1 Research on 3D Entity Modeling Technology -- 2 Principles of Computer 3D Modeling -- 2.1 Table of Priority Algorithms -- 2.2 Texture Mapping Algorithm -- 3 Computer 3D Modeling Technology -- 3.1 Application of Texture Technology in Modeling Process -- 3.2 Application of Detail Level Model in the Modeling Process -- 4 Conclusion -- References -- Intelligent Customer Service Operation Management System Solution Based on Intelligent Voice Analysis -- 1 Introduction -- 2 Methodology. 3 System Implementation -- 4 Conclusion -- References -- Research on Car Seat Comfort Evaluation System Based on Chinese Population -- 1 Introduction -- 2 Seat Comfort Evaluation System -- 3 Theory and Method of Static Comfort Evaluation -- 3.1 Subjective Evaluation -- 3.2 Objective Evaluation -- 4 Theory and Method of Dynamic Comfort Evaluation -- 4.1 Subjective Evaluation -- 4.2 Objective Evaluation -- 5 Based on the Comfort Evaluation Verification of Chinese Population -- 5.1 Implementation of Comfort Evaluation -- 5.2 Construction of Seat Comfort Analysis System Database -- 6 Conclusions -- References -- Research on Building Extraction from High-Resolution Remote Sensing Image Based on Improved U-Net -- 1 Introduction -- 2 Algorithm Introduction -- 2.1 Introduction to U-Net Model Architecture -- 2.2 Pyramid Pooling Module -- 2.3 Segmentation Model Based on Improved U-Net -- 3 Experiment and Result Analysis -- 3.1 Data Set and Its Preprocessing -- 3.2 Model Training -- 3.3 Result Analysis -- 4 Conclusion -- References -- A Survey of Image Classification Algorithms Based on Graph Neural Networks -- 1 Introduction -- 2 Related Works -- 2.1 Graph Neural Network -- 2.2 Classification of Neural Networks -- 3 A Survey of Image Classification Algorithms Based on Graph Neural Networks -- 3.1 The Algorithm Based on Supervised Learning -- 3.2 The Algorithm Based on Unsupervised Graph Neural Network -- 3.3 The Algorithm of Semi-Supervised Graph Neural Networks -- 3.4 The Algorithm of Weakly Supervised Graph Neural Networks -- 4 Conclusions -- References -- An Improved Method of Non-local Means Denoising Based on Histogram -- 1 Introduction -- 2 Non-Local Means Denoising Algorithm -- 3 Algorithm in This Paper -- 4 Evaluation Index -- 5 Experimental Results and Analysis -- 6 Conclusion -- References. Short-Term Traffic Volume Prediction Based on Gray Wolf Optimization Algorithm. |
| Record Nr. | UNINA-9910502982103321 |
Jain Lakhmi C
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| Singapore : , : Springer Singapore Pte. Limited, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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AI-generated Content : First International Conference, AIGC 2023, Shanghai, China, August 25–26, 2023, Revised Selected Papers / / edited by Feng Zhao, Duoqian Miao
| AI-generated Content : First International Conference, AIGC 2023, Shanghai, China, August 25–26, 2023, Revised Selected Papers / / edited by Feng Zhao, Duoqian Miao |
| Autore | Zhao Feng |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (377 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) | MiaoDuoqian |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Natural language processing (Computer science) Computer graphics Machine learning Artificial Intelligence Natural Language Processing (NLP) Computer Graphics Machine Learning Intel·ligència artificial Infografia Aprenentatge automàtic Tractament del llenguatge natural (Informàtica) |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| ISBN |
9789819975877
9819975875 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Automatic Multilingual Question Generation for Health Data using LLMs -- DSEN: A Distance-based Semantic Enhancement Neural Network for Pronoun Anaphora Resolution -- Inheritance and Revitalization: Exploring the Synergy Between AIGC Technologies and Chinese Traditional Culture -- Strong-AI Autoepistemic Robots Build on Intensional First Order Logic -- Divide and Control: Generation of Multiple Component Comic Illustrations with Diffusion Models based on Regression -- Enhancing EFL Vocabulary Acquisition Through Computational Thinking -- Connected-CF2: Learning the Explainability of Graph Neural Network on Counterfactual and Factual Reasoning via Connected Component -- Controllable Feature-Preserving Style Transfer -- Data Adaptive Semantic Communication Systems for Intelligent Tasks and Image Transmission -- Generative Artificial Intelligence and Metaverse: Future of Work, Future of Society, and Future of Humanity -- CanFuUI: A Canvas-Centric Web User Interface for Iterative Image Generation with Diffusion Models and ControlNet -- MFAR-VTON:Multi-scale Fabric Adaptive Registration for Image-Based Virtual Try-on -- An Assessment of ChatGPT on Log Data -- DSQA-LLM: Domain-Specific Intelligent Question Answering Based on Large Language Model -- Research on the construction of intelligent customs clearance information system for cross-border road cargo between Guangdong and Hong Kong -- Analyzing Multilingual Automatic Speech Recognition Systems Performance -- Exploring User Acceptance of Al Image Generator: Unveiling Influential Factors in Embracing an Artistic AIGC Software -- File management system based on intelligent technology -- Leveraging Machine Learning for Crime Intent Detection in Social Media Posts -- Generation of Visualized Medical Rehabilitation Exercise Prescriptions with Diffusion Models -- A Literature Analysis of the Application of Artificial Intelligence in Judicial Adjudication -- Overlapping Fingerprint Segmentation and Separation Based on Deep Learning -- Artificial Intelligence for Text Generation: An Intellectual Property Perspective -- Generative Artificial Intelligence Upgrading Design of TCM Medical Diagnosis System Integration Platform -- Convolutional Neural Network (CNN) to reduce construction loss in JPEG compres-sion caused by Discrete Fourier Transform (DFT) -- Research on rural feature classification based on Improved U-net for UAV Remote Sensing Images -- Exploring the Intersection of Complex Aesthetics and Generative AI for Promoting Cultural Creativity in Rural China after the Post-Pandemic Era -- Fingerprint Image Enhancement Method based on U-Net Model -- Applications and implication of Generative AI in Non-STEM disciplines in Higher Education -- Industry 4.0 technology-supported framework for sustainable supply chain management in the textile industry. . |
| Record Nr. | UNINA-9910760294003321 |
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Zhao Feng
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Foundation Mathematics for Computer Science : A Visual Approach / / by John Vince
| Foundation Mathematics for Computer Science : A Visual Approach / / by John Vince |
| Autore | Vince John |
| Edizione | [3rd ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (519 pages) |
| Disciplina | 004.0151 |
| Soggetto topico |
Computer science—Mathematics
Computer graphics Mathematics of Computing Computer Graphics Mathematical Applications in Computer Science Teoria de la computació Infografia Aplicacions (Matemàtica) |
| Soggetto genere / forma | Llibres electrònics |
| ISBN |
9783031174117
9783031174100 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1.Visual Mathematics -- 2.Numbers -- 3.Systems of Counting -- 4.Algebra -- 5.Logic -- 6.Combinatorics -- 7.Probability -- 8.Modular Arithmetic -- 9.Trigonometry -- 10.Coordinate Systems -- 11.Determinants -- 12.Vectors -- 13.Complex Numbers -- 14.Matrices -- 15.Geometric Matrix Transforms -- 16.Calculus: Derivatives -- 17.Calculus: Integration -- 18.Area -- 19.Volume -- Appendix A -- Appendix B -- Index. |
| Record Nr. | UNINA-9910647399603321 |
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Vince John
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Mathematics for Computer Graphics / / by John Vince
| Mathematics for Computer Graphics / / by John Vince |
| Autore | Vince John (John A.) |
| Edizione | [6th ed. 2022.] |
| Pubbl/distr/stampa | London : , : Springer London : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource |
| Disciplina | 006.6869 |
| Collana | Undergraduate Topics in Computer Science |
| Soggetto topico |
Computer graphics
Computer science - Mathematics Computer Graphics Mathematical Applications in Computer Science Infografia Matemàtica aplicada |
| Soggetto genere / forma | Llibres electrònics |
| ISBN |
9781447175209
9781447175193 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- Introduction -- Numbers -- Algebra -- Trigonometry -- Coordinate Systems -- Determinants -- Vectors -- Matrix Algebra -- Complex Numbers -- Geometric Transforms -- Quaternion Algebra -- Quaternions in Space -- Interpolation -- Curves and Patches -- Analytic Geometry -- Barycentric Coordinates -- Geometric Algebra -- Calculus: Derivatives -- Calculus: Integration -- Worked Examples -- Appendix A -- Appendix B -- Index. |
| Record Nr. | UNINA-9910568243503321 |
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Vince John (John A.)
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| London : , : Springer London : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Proceedings of the 2nd International and Interdisciplinary Conference on Digital Environments for Education, Arts and Heritage : EARTH 2023 / / edited by Alessandro Luigini
| Proceedings of the 2nd International and Interdisciplinary Conference on Digital Environments for Education, Arts and Heritage : EARTH 2023 / / edited by Alessandro Luigini |
| Autore | Luigini Alessandro |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (313 pages) |
| Disciplina | 371.33 |
| Altri autori (Persone) | Luigini |
| Collana | Springer Series in Design and Innovation |
| Soggetto topico |
Educational technology
Cultural property Computer graphics Digital Education and Educational Technology Cultural Heritage Computer Graphics Tecnologia educativa Infografia Patrimoni cultural |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| ISBN |
9783031738234
3031738233 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910913785903321 |
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Luigini Alessandro
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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The Visual computer
| The Visual computer |
| Pubbl/distr/stampa | Heidelberg, : Springer-Verlag |
| Disciplina | 006.605 |
| Soggetto topico |
Computer graphics
Computergrafik Zeitschrift Online-Ressource Infografia |
| Soggetto genere / forma |
Periodicals.
Zeitschrift Online-Publikation Revistes electròniques. |
| ISSN | 1432-2315 |
| Formato | Materiale a stampa |
| Livello bibliografico | Periodico |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | International Journal of Computer Graphics |
| Record Nr. | UNINA-9910146354503321 |
| Heidelberg, : Springer-Verlag | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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