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.
Deep Learning Theory and Applications [[electronic resource] ] : 4th International Conference, DeLTA 2023, Rome, Italy, July 13–14, 2023, Proceedings / / edited by Donatello Conte, Ana Fred, Oleg Gusikhin, Carlo Sansone
| Deep Learning Theory and Applications [[electronic resource] ] : 4th International Conference, DeLTA 2023, Rome, Italy, July 13–14, 2023, Proceedings / / edited by Donatello Conte, Ana Fred, Oleg Gusikhin, Carlo Sansone |
| Autore | Conte Donatello |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (496 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
FredAna
GusikhinOleg SansoneCarlo |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Machine learning Application software Data mining Computers Natural language processing (Computer science) Artificial Intelligence Machine Learning Computer and Information Systems Applications Data Mining and Knowledge Discovery Computing Milieux Natural Language Processing (NLP) |
| ISBN | 3-031-39059-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Pervasive AI: (deep) Learning into the Wild -- Deep Reinforcement Learning to Improve Traditional Supervised Learning Methodologies -- Synthetic Network Traffic Data Generation and Classification of Advanced Persistent Threat Samples: A Case Study with GANs and XGBoost -- Improving Primate Sounds Classification Using Binary Presorting for Deep Learning -- Towards Exploring Adversarial Learning for Anomaly Detection in Complex Driving Scenes -- Dynamic Prediction of Survival Status in Patients Undergoing Cardiac Catheterization Using a Joint Modeling Approach -- A Machine Learning Framework for Shuttlecock Tracking and Player Service Fault Detection -- An Automated Dual-Module Pipeline for Stock Prediction: Integrating N-Perception Period Power Strategy and NLP-Driven -- Sentiment Analysis for Enhanced Forecasting Accuracy and Investor Insight -- Machine Learning Applied to Speech Recordings for Parkinson’s Disease Recognition -- Vision Transformers for Galaxy Morphology Classification: Fine-Tuning Pre-Trained Networks vs. Training from Scratch -- A Study of Neural Collapse for Text Classification -- Research Data Reusability with Content-Based Recommender System -- MSDeepNet: A Novel Multi-Stream Deep Neural Network for Real-World Anomaly Detection in Surveillance Videos -- A Novel Probabilistic Approach for Detecting Concept Drift in Streaming Data -- Explaining Relation Classification Models with Semantic Extents -- Phoneme-Based Multi-Task Assessment of Affective Vocal Bursts -- Using Artificial Intelligence to Reduce the Risk of Transfusion Hemolytic Reactions -- ALE: A Simulation-Based Active Learning Evaluation Framework for the Parameter-Driven Comparison of Query Strategies for NLP -- Exploring ASR Models in Low-Resource Languages: Use-Case the Macedonian Language -- Facilitating Enterprise Model Classification via Embedding Symbolic Knowledge into Neural Network Models -- Explainable Abnormal Time Series Subsequence Detection Using Random Convolutional Kernels -- TaxoSBERT: Unsupervised Taxonomy Expansion Through Expressive Semantic Similarity -- Towards Equitable AI in HR: Designing a Fair, Reliable, and Transparent Human Resource Management Application -- An Explainable Approach for Early Parkinson Disease Detection Using Deep Learning -- UMLDesigner: An Automatic UML Diagram Design Tool -- Graph Neural Networks for Circuit Diagram Pattern Generation -- Generative Adversarial Networks for Domain Translation in Unpaired Breast DCE-MRI Datasets -- A Survey on Reinforcement Learning and Deep Reinforcement Learning for Recommender Systems -- GAN-Powered Model&Landmark-Free Reconstruction: A Versatile Approach for High-Quality 3D Facial and Object Recovery from Single Images.-GAN-Based LiDAR Intensity Simulation -- Evaluating Prototypes and Criticisms for Explaining Clustered Contributions in Digital Public Participation Processes -- FRLL-Beautified: A Dataset of Fun Selfie Filters with Facial Attributes -- CSR & Sentiment Analysis: A New Customized Dictionary. |
| Record Nr. | UNISA-996547971403316 |
Conte Donatello
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Deep Learning Theory and Applications : 4th International Conference, DeLTA 2023, Rome, Italy, July 13–14, 2023, Proceedings / / edited by Donatello Conte, Ana Fred, Oleg Gusikhin, Carlo Sansone
| Deep Learning Theory and Applications : 4th International Conference, DeLTA 2023, Rome, Italy, July 13–14, 2023, Proceedings / / edited by Donatello Conte, Ana Fred, Oleg Gusikhin, Carlo Sansone |
| Autore | Conte Donatello |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (496 pages) |
| Disciplina |
006.3
006.31 |
| Altri autori (Persone) |
FredAna
GusikhinOleg SansoneCarlo |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Machine learning Application software Data mining Computers Natural language processing (Computer science) Artificial Intelligence Machine Learning Computer and Information Systems Applications Data Mining and Knowledge Discovery Computing Milieux Natural Language Processing (NLP) |
| ISBN | 3-031-39059-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Pervasive AI: (deep) Learning into the Wild -- Deep Reinforcement Learning to Improve Traditional Supervised Learning Methodologies -- Synthetic Network Traffic Data Generation and Classification of Advanced Persistent Threat Samples: A Case Study with GANs and XGBoost -- Improving Primate Sounds Classification Using Binary Presorting for Deep Learning -- Towards Exploring Adversarial Learning for Anomaly Detection in Complex Driving Scenes -- Dynamic Prediction of Survival Status in Patients Undergoing Cardiac Catheterization Using a Joint Modeling Approach -- A Machine Learning Framework for Shuttlecock Tracking and Player Service Fault Detection -- An Automated Dual-Module Pipeline for Stock Prediction: Integrating N-Perception Period Power Strategy and NLP-Driven -- Sentiment Analysis for Enhanced Forecasting Accuracy and Investor Insight -- Machine Learning Applied to Speech Recordings for Parkinson’s Disease Recognition -- Vision Transformers for Galaxy Morphology Classification: Fine-Tuning Pre-Trained Networks vs. Training from Scratch -- A Study of Neural Collapse for Text Classification -- Research Data Reusability with Content-Based Recommender System -- MSDeepNet: A Novel Multi-Stream Deep Neural Network for Real-World Anomaly Detection in Surveillance Videos -- A Novel Probabilistic Approach for Detecting Concept Drift in Streaming Data -- Explaining Relation Classification Models with Semantic Extents -- Phoneme-Based Multi-Task Assessment of Affective Vocal Bursts -- Using Artificial Intelligence to Reduce the Risk of Transfusion Hemolytic Reactions -- ALE: A Simulation-Based Active Learning Evaluation Framework for the Parameter-Driven Comparison of Query Strategies for NLP -- Exploring ASR Models in Low-Resource Languages: Use-Case the Macedonian Language -- Facilitating Enterprise Model Classification via Embedding Symbolic Knowledge into Neural Network Models -- Explainable Abnormal Time Series Subsequence Detection Using Random Convolutional Kernels -- TaxoSBERT: Unsupervised Taxonomy Expansion Through Expressive Semantic Similarity -- Towards Equitable AI in HR: Designing a Fair, Reliable, and Transparent Human Resource Management Application -- An Explainable Approach for Early Parkinson Disease Detection Using Deep Learning -- UMLDesigner: An Automatic UML Diagram Design Tool -- Graph Neural Networks for Circuit Diagram Pattern Generation -- Generative Adversarial Networks for Domain Translation in Unpaired Breast DCE-MRI Datasets -- A Survey on Reinforcement Learning and Deep Reinforcement Learning for Recommender Systems -- GAN-Powered Model&Landmark-Free Reconstruction: A Versatile Approach for High-Quality 3D Facial and Object Recovery from Single Images.-GAN-Based LiDAR Intensity Simulation -- Evaluating Prototypes and Criticisms for Explaining Clustered Contributions in Digital Public Participation Processes -- FRLL-Beautified: A Dataset of Fun Selfie Filters with Facial Attributes -- CSR & Sentiment Analysis: A New Customized Dictionary. |
| Record Nr. | UNINA-9910736017403321 |
|
Conte Donatello
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Deep Learning Theory and Applications [[electronic resource] ] : First International Conference, DeLTA 2020, Virtual Event, July 8-10, 2020, and Second International Conference, DeLTA 2021, Virtual Event, July 7–9, 2021, Revised Selected Papers / / edited by Ana Fred, Carlo Sansone, Kurosh Madani
| Deep Learning Theory and Applications [[electronic resource] ] : First International Conference, DeLTA 2020, Virtual Event, July 8-10, 2020, and Second International Conference, DeLTA 2021, Virtual Event, July 7–9, 2021, Revised Selected Papers / / edited by Ana Fred, Carlo Sansone, Kurosh Madani |
| Autore | Fred Ana |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (163 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
SansoneCarlo
MadaniKurosh |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computer systems Computer networks Computer science—Mathematics Artificial Intelligence Computer System Implementation Computer Communication Networks Mathematics of Computing |
| ISBN | 3-031-37320-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning -- Multi-stage Conditional GAN Architectures for Person-image Generation -- Evaluating Deep Learning Models for the Automatic Inspection of Collective Protective Equipment -- Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks -- Forecasting the UN Sustainable Development Goals -- Disrupting Active Directory Attacks with Deep Learning for Organic Honeyuser Placement -- Crack Detection on Brick Walls by Convolutional Neural Networks using the Methods of Sub-Dataset Generation and Matching. |
| Record Nr. | UNISA-996546829503316 |
|
Fred Ana
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Deep Learning Theory and Applications [[electronic resource] ] : Third International Conference, DeLTA 2022, Lisbon, Portugal, July 12–14, 2022, Revised Selected Papers / / edited by Ana Fred, Carlo Sansone, Oleg Gusikhin, Kurosh Madani
| Deep Learning Theory and Applications [[electronic resource] ] : Third International Conference, DeLTA 2022, Lisbon, Portugal, July 12–14, 2022, Revised Selected Papers / / edited by Ana Fred, Carlo Sansone, Oleg Gusikhin, Kurosh Madani |
| Autore | Fred Ana |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (130 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
SansoneCarlo
GusikhinOleg MadaniKurosh |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computer systems Computer networks Computer science—Mathematics Artificial Intelligence Computer System Implementation Computer Communication Networks Mathematics of Computing |
| ISBN | 3-031-37317-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Modified SkipGram Negative Sampling Model for Faster Convergence of Graph Embedding -- Active Collection of Well-being and Health Data in Mobile Devices -- Reliable Classification of Images by Calculating Their Credibility using a Layer-wise Activation Cluster Analysis of CNNs -- Trac Sign Repositories: Bridging the Gap between Real and Synthetic Data -- Convolutional Neural Networks for Structural Damage Localization on Digital Twins -- Evaluating and Improving RoSELS for Road Surface Extraction from 3D Automotive LiDAR Point Cloud Sequences. |
| Record Nr. | UNISA-996546836003316 |
|
Fred Ana
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Deep Learning Theory and Applications [[electronic resource] ] : Third International Conference, DeLTA 2022, Lisbon, Portugal, July 12–14, 2022, Revised Selected Papers / / edited by Ana Fred, Carlo Sansone, Oleg Gusikhin, Kurosh Madani
| Deep Learning Theory and Applications [[electronic resource] ] : Third International Conference, DeLTA 2022, Lisbon, Portugal, July 12–14, 2022, Revised Selected Papers / / edited by Ana Fred, Carlo Sansone, Oleg Gusikhin, Kurosh Madani |
| Autore | Fred Ana |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (130 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
SansoneCarlo
GusikhinOleg MadaniKurosh |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computer systems Computer networks Computer science—Mathematics Artificial Intelligence Computer System Implementation Computer Communication Networks Mathematics of Computing |
| ISBN | 3-031-37317-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Modified SkipGram Negative Sampling Model for Faster Convergence of Graph Embedding -- Active Collection of Well-being and Health Data in Mobile Devices -- Reliable Classification of Images by Calculating Their Credibility using a Layer-wise Activation Cluster Analysis of CNNs -- Trac Sign Repositories: Bridging the Gap between Real and Synthetic Data -- Convolutional Neural Networks for Structural Damage Localization on Digital Twins -- Evaluating and Improving RoSELS for Road Surface Extraction from 3D Automotive LiDAR Point Cloud Sequences. |
| Record Nr. | UNINA-9910734874903321 |
|
Fred Ana
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Deep Learning Theory and Applications : First International Conference, DeLTA 2020, Virtual Event, July 8-10, 2020, and Second International Conference, DeLTA 2021, Virtual Event, July 7–9, 2021, Revised Selected Papers / / edited by Ana Fred, Carlo Sansone, Kurosh Madani
| Deep Learning Theory and Applications : First International Conference, DeLTA 2020, Virtual Event, July 8-10, 2020, and Second International Conference, DeLTA 2021, Virtual Event, July 7–9, 2021, Revised Selected Papers / / edited by Ana Fred, Carlo Sansone, Kurosh Madani |
| Autore | Fred Ana |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (163 pages) |
| Disciplina |
006.3
006.31 |
| Altri autori (Persone) |
SansoneCarlo
MadaniKurosh |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Artificial intelligence
Computer systems Computer networks Computer science—Mathematics Artificial Intelligence Computer System Implementation Computer Communication Networks Mathematics of Computing |
| ISBN | 3-031-37320-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning -- Multi-stage Conditional GAN Architectures for Person-image Generation -- Evaluating Deep Learning Models for the Automatic Inspection of Collective Protective Equipment -- Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks -- Forecasting the UN Sustainable Development Goals -- Disrupting Active Directory Attacks with Deep Learning for Organic Honeyuser Placement -- Crack Detection on Brick Walls by Convolutional Neural Networks using the Methods of Sub-Dataset Generation and Matching. |
| Record Nr. | UNINA-9910734891003321 |
|
Fred Ana
|
||
| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Image Analysis and Processing -- ICIAP 2009 [[electronic resource] ] : 15th International Conference Vietri sul Mare, Italy, September 8-11, 2009 Proceedings / / edited by Pasquale Foggia, Carlo Sansone, Mario Vento
| Image Analysis and Processing -- ICIAP 2009 [[electronic resource] ] : 15th International Conference Vietri sul Mare, Italy, September 8-11, 2009 Proceedings / / edited by Pasquale Foggia, Carlo Sansone, Mario Vento |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (XX, 1056 p.) |
| Disciplina | 006.42 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Pattern recognition Artificial intelligence Computer graphics Algorithms Image Processing and Computer Vision Pattern Recognition Artificial Intelligence Computer Graphics Algorithm Analysis and Problem Complexity |
| ISBN | 3-642-04146-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Talks -- Contest Session -- Computer Graphics and Image Processing -- Low and Middle Level Processing -- 2D and 3D Segmentation -- Feature Extraction and Image Analysis -- Object Detection and Recognition -- Video Analysis and Processing -- Pattern Analysis and Classification -- Learning -- Graphs and Trees -- Applications -- Shape Analysis -- Face Analysis -- Medical Imaging -- Image Analysis and Pattern Recognition. |
| Record Nr. | UNISA-996465287803316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Image Analysis and Processing -- ICIAP 2009 : 15th International Conference Vietri sul Mare, Italy, September 8-11, 2009 Proceedings / / edited by Pasquale Foggia, Carlo Sansone, Mario Vento
| Image Analysis and Processing -- ICIAP 2009 : 15th International Conference Vietri sul Mare, Italy, September 8-11, 2009 Proceedings / / edited by Pasquale Foggia, Carlo Sansone, Mario Vento |
| Edizione | [1st ed. 2009.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
| Descrizione fisica | 1 online resource (XX, 1056 p.) |
| Disciplina | 006.42 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Pattern recognition Artificial intelligence Computer graphics Algorithms Image Processing and Computer Vision Pattern Recognition Artificial Intelligence Computer Graphics Algorithm Analysis and Problem Complexity |
| ISBN | 3-642-04146-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Talks -- Contest Session -- Computer Graphics and Image Processing -- Low and Middle Level Processing -- 2D and 3D Segmentation -- Feature Extraction and Image Analysis -- Object Detection and Recognition -- Video Analysis and Processing -- Pattern Analysis and Classification -- Learning -- Graphs and Trees -- Applications -- Shape Analysis -- Face Analysis -- Medical Imaging -- Image Analysis and Pattern Recognition. |
| Record Nr. | UNINA-9910485139903321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Multiple Classifier Systems [[electronic resource] ] : 10th International Workshop, MCS 2011, Naples, Italy, June 15-17, 2011. Proceedings / / edited by Carlo Sansone, Josef Kittler, Fabio Roli
| Multiple Classifier Systems [[electronic resource] ] : 10th International Workshop, MCS 2011, Naples, Italy, June 15-17, 2011. Proceedings / / edited by Carlo Sansone, Josef Kittler, Fabio Roli |
| Edizione | [1st ed. 2011.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 |
| Descrizione fisica | 1 online resource (XII, 372 p. 84 illus., 48 illus. in color.) |
| Disciplina | 005.7 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Application software
Pattern recognition Algorithms Computers Database management Data mining Information Systems Applications (incl. Internet) Pattern Recognition Algorithm Analysis and Problem Complexity Computation by Abstract Devices Database Management Data Mining and Knowledge Discovery |
| ISBN | 3-642-21557-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996465387903316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops [[electronic resource] ] : ICIAP 2015 International Workshops, BioFor, CTMR, RHEUMA, ISCA, MADiMa, SBMI, and QoEM, Genoa, Italy, September 7-8, 2015, Proceedings / / edited by Vittorio Murino, Enrico Puppo, Diego Sona, Marco Cristani, Carlo Sansone
| New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops [[electronic resource] ] : ICIAP 2015 International Workshops, BioFor, CTMR, RHEUMA, ISCA, MADiMa, SBMI, and QoEM, Genoa, Italy, September 7-8, 2015, Proceedings / / edited by Vittorio Murino, Enrico Puppo, Diego Sona, Marco Cristani, Carlo Sansone |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XXVII, 599 p. 221 illus.) |
| Disciplina | 004 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Pattern recognition
Artificial intelligence Optical data processing Computers and civilization Computer graphics Application software Pattern Recognition Artificial Intelligence Image Processing and Computer Vision Computers and Society Computer Graphics Information Systems Applications (incl. Internet) |
| ISBN | 3-319-23222-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- BioFor 2015 Organization -- CTMR 2015 Organization -- RHEUMA 2015 Organization -- ISCA 2015 Organization -- MADiMa 2015 Organization -- SBMI 2015 Organization -- QoEM 2015 Organization -- Contents -- BioFor 2015 - International Workshop on Recent Advances in Digital Security: Biometrics and Forensics -- Reflectance Normalization in Illumination-Based Image Manipulation Detection -- 1 Introduction -- 2 Forensic Exploitation of Lighting Environments -- 3 Reflectance Normalization as a Preprocessing Step -- 4 Evaluation -- 4.1 Data -- 4.2 Experiments -- 5 Conclusion -- References -- Evaluation of Residual-Based Local Features for Camera Model Identification -- 1 Introduction -- 2 Related Work -- 3 Residual-Based Local Features -- 4 Experimental Results -- 5 Conclusions -- References -- Biometric Walk Recognizer -- 1 Introduction -- 2 State of the Art for Accelerometer-Based Gait Recognition -- 3 The Approaches We Tested -- 3.1 Enrollment Phase -- 3.2 Testing Phase and Experimental Results -- Walk. -- Best Step and Best Step VS All. -- AllSteps VS All. -- Steps Sliding Window. -- 3.3 Discussion and Conclusions -- References -- Touchstroke: Smartphone User Authentication Based on Touch-Typing Biometrics -- 1 Introduction -- 2 Related Work -- 2.1 Software Keyboard-Based User Authentication -- 2.2 Sensor-Assisted Keystroke-Based User Authentication -- 3 Background -- 3.1 Considered Sensors and Classifiers -- 3.2 Performance Metric -- 4 Intuition Assessment -- 5 Experimental Evaluations -- 5.1 Data Collection -- 5.2 Feature Extraction -- 5.3 Data Fusion -- 5.4 Analysis -- 6 Discussion of Results -- 7 Conclusions and Future Work -- References -- EEG/ECG Signal Fusion Aimed at Biometric Recognition -- 1 Introduction -- 2 Related Works -- 3 The Proposed Approach -- 3.1 The Acquisition Process -- 3.2 Feature Extraction.
3.3 EEG and ECG Fusion -- 4 Experimental Results -- 5 Further Works and Considerations -- References -- Fusion of Holistic and Part Based Features for Gender Classification in the Wild -- 1 Introduction -- 2 Approach -- 3 Results -- 4 Conclusions -- References -- A Hand Gesture Approach to Biometrics -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Apparatus and Participants -- 3.2 Procedure and Stimuli -- 3.3 Data Processing -- 3.4 Classifiers -- 4 Results -- 4.1 Identification -- 4.2 Verification -- 5 Conclusion and Future Work -- References -- Quis-Campi: Extending in the Wild Biometric Recognition to Surveillance Environments -- 1 Introduction -- 2 The QUIS-CAMPI System -- 2.1 Scene Understanding -- 2.2 Camera Control and Synchronization -- 2.3 Recognition Modules -- 3 Experimental Results -- 3.1 People Detection and Tracking -- 3.2 Biometric Recognition -- 4 Final Considerations -- References -- CTMR 2015 - Color in Texture and Material Recognition -- On Comparing Colour Spaces From a Performance Perspective: Application to Automated Classification of Polished Natural Stones -- 1 Introduction -- 2 Related Research -- 3 Materials -- 4 Methods -- 4.1 Colour Descriptors -- 4.2 Colour Spaces -- 4.3 Device-Dependent Spaces -- 4.4 Device-Independent Spaces -- 4.5 Colour Calibration and Gamut Mapping -- 5 Experiments and Results -- 6 Conclusions and Future Work -- References -- Methods for Predicting Spectral Response of Fibers Blends -- 1 Introduction -- 2 Methods -- 2.1 Statement of the Problem -- 2.2 K-M-Based Approach -- 2.3 Subtractive Mixing-Based Approach -- 3 Results -- 4 Conclusions -- References -- Texture Classification Using Rotation Invariant LBP Based on Digital Polygons -- 1 Introduction -- 2 Methodology -- 3 Experiments -- 4 Results and Discussion -- 5 Conclusions and Future Work -- References. Analysis of Albedo Influence on Surface Urban Heat Island by Spaceborne Detection and Airborne Thermography -- 1 Introduction -- 2 Description of Data Recovery -- 2.1 Landsat Data -- 2.2 Airborne Data -- 2.3 LST Recovery from Landsat and Airborne -- 3 Surface Urban Heat Island Assessment -- 4 Albedo -- 5 Conclusions -- References -- An Interactive Tool for Speed up the Analysis of UV Images of Stradivari Violins -- 1 Introduction -- 2 Photographic Setup -- 3 Surface Analysis -- 3.1 HSV Histogram Quantization -- 3.2 User Interaction -- 4 Results -- 5 Conclusions -- References -- Local Angular Patterns for Color Texture Classification -- 1 Introduction -- 2 Proposed Descriptor -- 2.1 Local Angular Patterns -- 3 Experiments -- 4 Conclusions -- References -- Complexity Perception of Texture Images -- 1 Introduction -- 2 Subjective Experiment -- 3 Objective Measures -- 4 Results -- 5 Conclusions -- References -- RHEUMA 2015 -- Medical Imaging in Rheumatology: Advanced Applications for the Analysis of Inflammation and Damage in the Rheumatoid Joint -- An MRI Study of Bone Erosions Healing in the Wrist and Metacarpophalangeal Joints of Patients with Rheumatoid Arthritis -- 1 Introduction -- 2 Patients and Methods -- 3 Results -- 4 Discussion -- References -- RheumaSCORE: A CAD System for Rheumatoid Arthritis Diagnosis and Follow-Up -- 1 Introduction -- 2 State of the Art -- 2.1 CAD Systems -- 2.2 Segmentation -- 2.3 Erosion Evaluation -- 3 RheumaSCORE -- 3.1 Main Functionalities -- 3.2 Bones Segmentation -- 3.3 Evaluation of RA Status and Progression -- 3.4 RheumaSCORE in Clinical Applications -- References -- A Database of Segmented MRI Images of the Wrist and the Hand in Patients with Rheumatic Diseases -- 1 Introduction -- 2 Rheumatic Diseases -- 3 Database Collection -- 3.1 QuantaView DICOM Viewer -- 3.2 Patient Browser Web Application. 4 Assessment of the Results -- 5 Conclusions -- References -- Novel Automatic Tool for Magnetic Resonance Imaging Quantification of Bone Erosion Scoring in Rheumatoid Arthritis -- 1 Introduction -- 2 Background and Previous Work -- 3 Automatic Bone Erosion Scoring -- 3.1 Construction of the Statistical Shape Model -- 3.2 Bone Reconstruction -- 3.3 Volume Evaluation -- 4 Automatic Bone Erosion Scoring and Clinical Applications -- References -- Optimizing and Evaluating a Graph-Based Segmentation of MRI Wrist Bones -- 1 Introduction -- 2 Proposed Method -- 2.1 Segmentation -- 2.2 Database: Training and Testing Phases -- 3 Quantitative Evaluation -- 4 Results and Discussion -- Training Phase. -- Testing Phase. -- 5 Conclusions -- References -- Generation of 3D Canonical Anatomical Models: An Experience on Carpal Bones -- 1 Introduction -- 2 3D Canonical Models in the Medical Domain -- 3 Statistical Shape Analysis -- 4 Experiments and Discussion -- 5 Conclusions and Future Work -- References -- ISCA 2015 - Image-Based Smart City Application -- DicomPrint, an Application for Managing DICOM Images -- 1 Introduction -- 2 System Architec cture -- 2.1 Environment Descr ription -- 2.2 Architecture Overv view and Main Software Components -- 3 Dynamic Behavior of Architecture -- 3.1 Interaction between n Components and Procedures -- 3.2 Software Screenshots -- 4 Discussion and Further Work -- References -- Accurate Positioning and Orientation Estimation in Urban Environment Based on 3D Models -- 1 Introduction -- 2 The Positioning Procedure -- 2.1 High Level Functio onal Steps -- 2.2 The 3D Model and the Synthetic Images Database -- 2.3 The Retrieval of Reference Image out of the Reference Database -- 2.4 The Estimation Procedure of Camera Parameters -- 3 The Test Site -- 4 Trial Results -- 4.1 Accuracy -- 4.2 Processing Load -- 5 Conclusions -- References. An Hippocampal Segmentation Tool Within an Open Cloud Infrastructure -- 1 Introduction -- 2 Materials and Methods -- 2.1 Increasing Inter-subject Similarity -- 2.2 Classification and Segmentation -- 2.3 Cloud Deployment as a Service -- 3 Results -- 4 Conclusion and Future Work -- References -- A Survey on Traffic Light Detection -- 1 Introduction -- 2 Feature Extraction -- 2.1 Color Segmentation -- 2.2 Shape Properties -- 3 Classifiers -- 3.1 Distance Estimation -- 4 A Priori Information -- 5 Conclusions -- References -- Saliency-Based Keypoint Reduction for Augmented-Reality Applications in Smart Cities -- 1 Introduction -- 2 Saliency-Based Keypoint Selection: An Overview -- 3 A Case Study: A Museum Tour with Augmented Reality -- 4 Conclusions -- References -- A Likelihood-Based Background Model for Real Time Processing of Color Filter Array Videos -- 1 Introduction -- 2 Methodology -- 2.1 Algorithm Description -- 2.2 Variance Process -- 2.3 Likelihood Process -- 2.4 Fine Tuning Process -- 3 Experiments and Results -- 4 Conclusion -- References -- Smart Maintenance to Support Digital Life -- 1 Introduction -- 2 The Reference Architectural Model -- 3 Experiments -- 3.1 An Experiment in Network Management -- 3.2 An Experiments in Smart Metering -- 4 Conclusions -- References -- FSSGR: Feature Selection System to Dynamic Gesture Recognition -- 1 Introduction -- 2 FSSGR -- 2.1 CIPBR Feature Extractor Module -- 2.2 Particle Swarm Optimization -- 2.3 Selector Algorithm -- 3 Experiments and Discussion -- 4 Conclusion -- References -- Interoperability of Biometric Systems: Analysis of Geometric Characteristics of Handwritten Signatures -- 1 Introduction -- 2 Experimental Setup -- 3 Experimental Results -- 4 Conclusion and Future Work -- References -- Computer Aided Evaluation (CAE) of Morphologic Changes in Pigmented Skin Lesions -- 1 Introduction. 2 Prior Researches and Adopted Approaches. |
| Record Nr. | UNISA-996200363603316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
