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3D Imaging Technologies and Deep Learning : Proceedings of the 3DIT-MSP&DL 2024 / / edited by Lakhmi C. Jain, Roumiana Kountcheva, Srikanta Patnaik
3D Imaging Technologies and Deep Learning : Proceedings of the 3DIT-MSP&DL 2024 / / edited by Lakhmi C. Jain, Roumiana Kountcheva, Srikanta Patnaik
Autore Jain Lakhmi C
Edizione [1st ed. 2025.]
Pubbl/distr/stampa Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025
Descrizione fisica 1 online resource (381 pages)
Disciplina 006.3
Altri autori (Persone) KountchevaRoumiana
PatnaikSrikanta
Collana Smart Innovation, Systems and Technologies
Soggetto topico Computational intelligence
Artificial intelligence
Signal processing
Multimedia systems
Computational Intelligence
Artificial Intelligence
Signal, Speech and Image Processing
Multimedia Information Systems
ISBN 981-9652-49-9
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Chapter 1: Protection and Inheritance of Intangible Cultural Heritage Based on Virtual Reality Technology - Taking Dongguan as an Example -- Chapter 2: On the Application of Virtual Reality Technology in Digital Services of College Libraries -- Chapter 3: Research on User Experience Oriented to Digital Exhibition and Presentation Narratives in Museums -- Chapter 4: Research on User Experience Design in Virtual Museums under the Concept of Interaction Design -- Chapter 5: Design of an Immersive Museum Navigation APP in the Context of Audiovisual Integration -- Chapter 6: Soil Nutrient Dynamic Monitoring using Hyperspectral Imaging and Artificial Intelligence -- Chapter 7: Research on the Application of VR and Deep Learning in Plant Landscape Design -- Chapter 8: Post-processing and Visual Effect Optimization of Digital Films in the Information Technology Context -- Chapter 9: Optimization and Application of 3D Point Cloud Deep Learning Algorithm -- Chapter 10: Optimization of 3D Model Defect Detection Algorithm Based on Deep Learning -- Chapter 11: Data Recognition and Scoring Path in English Oral Training Platform Based on Deep Learning Model -- Chapter 12: Sentiment Analysis Combining Large Models and Deep Learning: Multi-Source Data Fusion from Text to Speech -- Chapter 13: English Speech Distortion Detection and Repair Based on Deep Learning -- Chapter 14: Design of a Micro-Landmark Recognition and Intelligent Navigation System Based on Immersive Virtual Reality Technology -- Chapter 15: A Framework for Human Skeleton Keypoint Detection in Low-Light Environments Based on Deep Learning -- Chapter 16: Application and Optimization in Ship Inspection and Intelligent Maintenance -- Chapter 17: CVI-LayoutXLM: Enhanced Multimodal Resume Information Extraction Model -- Chapter 18: Research on Personal Credit Fault Prediction Method Based on Improved Logistic Regression Model -- Chapter 19: Remote Sensing Image Semantic Segmentation Prediction and Enhancement System Based on Deep Learning -- Chapter 20: Analysis of Chinese Learners' Behavioral Patterns and Teaching Applications Based on Data Mining -- Chapter 21: Detection of Chemical Pollutants in Water and Ecological Risk Assessment based on ResNet Convolutional Neural Network -- Chapter 22: Water Conservancy Engineering Quality Monitoring and Early Warning System Based on BP Neural Network -- Chapter 23: Construction of UHPC Compressive Strength Prediction System Based on GA-BP Neural Network -- Chapter 24: Deep Learning-Based Feature Extraction and Analysis of 3D Models -- Chapter 25: Optimization of 3D Image Deep Learning Super-Resolution Algorithm.
Record Nr. UNINA-9911021150703321
Jain Lakhmi C  
Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
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  
Singapore : , : Springer Singapore Pte. Limited, , 2021
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
AI in Multidimensional Signals Analysis and Processing : Proceedings of The 3DIT-MSP&DL 2024
AI in Multidimensional Signals Analysis and Processing : Proceedings of The 3DIT-MSP&DL 2024
Autore Jain Lakhmi C
Edizione [1st ed.]
Pubbl/distr/stampa Singapore : , : Springer, , 2025
Descrizione fisica 1 online resource (429 pages)
Disciplina 621.367
Altri autori (Persone) KountchevaRoumiana
LiuYingkai
Collana Smart Innovation, Systems and Technologies Series
ISBN 981-9654-08-4
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9911028660803321
Jain Lakhmi C  
Singapore : , : Springer, , 2025
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Multidimensional Signals Processing, AI Methods and Applications : Proceedings of WCI3DT 2024 / / edited by Lakhmi C. Jain, Roumiana Kountcheva, Wenfeng Wang, Srikanta Patnaik
Multidimensional Signals Processing, AI Methods and Applications : Proceedings of WCI3DT 2024 / / edited by Lakhmi C. Jain, Roumiana Kountcheva, Wenfeng Wang, Srikanta Patnaik
Autore Jain Lakhmi C
Edizione [1st ed. 2025.]
Pubbl/distr/stampa Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025
Descrizione fisica 1 online resource (687 pages)
Disciplina 629.8
Altri autori (Persone) KountchevaRoumiana
WangWenfeng
PatnaikSrikanta
Collana Smart Innovation, Systems and Technologies
Soggetto topico Automatic control
Robotics
Automation
Artificial intelligence
Image processing - Digital techniques
Computer vision
Signal processing
Control, Robotics, Automation
Artificial Intelligence
Computer Imaging, Vision, Pattern Recognition and Graphics
Signal, Speech and Image Processing
ISBN 9789819791248
9819791243
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Performance Optimization and Acceleration of Machine Learning Algorithms in Task Allocation of Mine Maintenance Robots -- Intelligent Design and Evaluation of Aging Adaptable Public Spaces Based on Deep Learning -- Optimization Strategy for Inventory Management Based on Machine Learning -- Application of Deep Learning Algorithms in the Innovation Ecosystem of Electric Power -- Research on the Combination of Building Structural Health Monitoring and Deep Learning Image Processing -- Application of Image Watermarking Technology Based on Deep Learning in Copyright Protection -- Study on Deep Learning-Based Personalized Product Recommendation Model for Autonomous Question and Answer Robot -- Research on Application and Effect Evaluation of Product Innovation Management Based on Deep Learning -- Multi-scale Point Cloud Shape Completion Network Based on Deep Learning -- Research on Improving Neural Machine Translation Based on Deep Learning Technology -- Deep-Thinking Prototypical Network: A Conjecture on the Interaction of Unmanned Vehicles with Human Mind.
Record Nr. UNINA-9910983037703321
Jain Lakhmi C  
Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Proceedings of the Second International Conference on Artificial Intelligence and Communication Technologies (ICAICT 2024) : Network Technologies, AI and DL, Volume 2 / / edited by Lakhmi C. Jain, Roumiana Kountcheva, Kazumi Nakamatsu, Srikanta Patnaik
Proceedings of the Second International Conference on Artificial Intelligence and Communication Technologies (ICAICT 2024) : Network Technologies, AI and DL, Volume 2 / / edited by Lakhmi C. Jain, Roumiana Kountcheva, Kazumi Nakamatsu, Srikanta Patnaik
Autore Jain Lakhmi C
Edizione [1st ed. 2025.]
Pubbl/distr/stampa Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025
Descrizione fisica 1 online resource (526 pages)
Disciplina 621.382
Altri autori (Persone) KountchevaRoumiana
NakamatsuKazumi
PatnaikSrikanta
Collana Smart Innovation, Systems and Technologies
Soggetto topico Telecommunication
Wireless communication systems
Mobile communication systems
Computational intelligence
Communications Engineering, Networks
Wireless and Mobile Communication
Computational Intelligence
ISBN 9789819600960
9819600960
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 1. Simulation and Efficiency Analysis on Path Planning Algorithms for Transporting in Logistics Warehouses -- 2. Application and Effectiveness Evaluation of Artificial Intelligence Technology in the Guangdong-Hong Kong-Macao -- 3. Deep Learning Based Feature Extraction and Classification Recognition Algorithm for Electronic Messages -- 4. Enhancing AI Efficiency: The Synergy of Transformer Models and FPGA Technology -- 5. Multimodal Transformer Training in Personalized Federated Learning -- 6. Consortium Blockchain Based Secure and Verifiable Knowledge Sharing for Federated Learning -- 7. Application Research of Virtual Reality Technology in Enhancing Artistic Creativity of Preschool Children -- 8. Research on the Integration and Development of Smart Tourism and Public Digital Cultural Service Platform -- 9. Research on Innovation and Application of Smart Supply Chain in the Digital Economy Era -- 10. Development of an AI-Based Assessment and Intelligent Recommendation System for Shaanxi Calligraphy and Painting Art Resources.
Record Nr. UNINA-9910983488203321
Jain Lakhmi C  
Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Proceedings of the Second International Conference on Artificial Intelligence and Communication Technologies (ICAICT 2024) : Smart Wireless Communications — Methods and Algorithms, Volume 1 / / edited by Lakhmi C. Jain, Roumiana Kountcheva, Kazumi Nakamatsu
Proceedings of the Second International Conference on Artificial Intelligence and Communication Technologies (ICAICT 2024) : Smart Wireless Communications — Methods and Algorithms, Volume 1 / / edited by Lakhmi C. Jain, Roumiana Kountcheva, Kazumi Nakamatsu
Autore Jain Lakhmi C
Edizione [1st ed. 2025.]
Pubbl/distr/stampa Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025
Descrizione fisica 1 online resource (539 pages)
Disciplina 621.382
Altri autori (Persone) KountchevaRoumiana
NakamatsuKazumi
Collana Smart Innovation, Systems and Technologies
Soggetto topico Telecommunication
Wireless communication systems
Mobile communication systems
Computational intelligence
Communications Engineering, Networks
Wireless and Mobile Communication
Computational Intelligence
ISBN 9789819600922
9819600928
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 1. Simulation Research based on Double DQN for End-to-end Autonomous Driving -- 2. Anomaly Detection Method of Power Control System Based on Improved SSA Optimization and MLP -- 3. Optimization of EGWO Algorithm Based on Exponential Probability Weights and Its Radar Classification Optimization Finding -- 4. MEC Computation Offloading Decision Based on ARN-PPO-D -- 5. DIJKSTRA-Based Cluster Routing Algorithm for Wireless Sensor Networks -- 6. Improved Mask Image Modeling for Few-Shot Cardiac Image Segmentation -- 7. A Comparative Examination of UAV Path Planning: RRT and A Algorithms in 3D Spaces Using MATLAB -- 8. Design of Kalman Filter Based on FPGA -- 9. Hardware Implementation of TOMSA for LDPC Decoding -- 10. Hardware Implementation of CRC Check Algorithm.
Record Nr. UNINA-9910986129403321
Jain Lakhmi C  
Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Wireless Technology, Intelligent Network Technologies, Smart Services and Applications : Proceedings of 4th International Conference on Wireless Communications and Applications (ICWCA 2020)
Wireless Technology, Intelligent Network Technologies, Smart Services and Applications : Proceedings of 4th International Conference on Wireless Communications and Applications (ICWCA 2020)
Autore Jain Lakhmi C
Pubbl/distr/stampa Singapore : , : Springer Singapore Pte. Limited, , 2022
Descrizione fisica 1 online resource (343 pages)
Altri autori (Persone) KountchevRoumen
HuBin
KountchevaRoumiana
Collana Smart Innovation, Systems and Technologies Ser.
Soggetto genere / forma Electronic books.
ISBN 9789811651687
9789811651670
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910510546003321
Jain Lakhmi C  
Singapore : , : Springer Singapore Pte. Limited, , 2022
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui