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2017 International Carnahan Conference on Security Technology (ICCST) / / Aythami Morales,editor
| 2017 International Carnahan Conference on Security Technology (ICCST) / / Aythami Morales,editor |
| Pubbl/distr/stampa | Piscataway, New Jersey : , : Institute of Electrical and Electronics Engineers (IEEE), , 2017 |
| Descrizione fisica | 1 online resource : illustrations |
| Disciplina | 006 |
| Soggetto topico |
Biometric identification
Computer security Electronics in crime prevention |
| ISBN | 1-5386-1585-1 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | 2017 International Carnahan Conference on Security Technology |
| Record Nr. | UNISA-996279670103316 |
| Piscataway, New Jersey : , : Institute of Electrical and Electronics Engineers (IEEE), , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
2017 International Carnahan Conference on Security Technology (ICCST) / / Aythami Morales,editor
| 2017 International Carnahan Conference on Security Technology (ICCST) / / Aythami Morales,editor |
| Pubbl/distr/stampa | Piscataway, New Jersey : , : Institute of Electrical and Electronics Engineers (IEEE), , 2017 |
| Descrizione fisica | 1 online resource : illustrations |
| Disciplina | 006 |
| Soggetto topico |
Biometric identification
Computer security Electronics in crime prevention |
| ISBN | 1-5386-1585-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | 2017 International Carnahan Conference on Security Technology |
| Record Nr. | UNINA-9910245752803321 |
| Piscataway, New Jersey : , : Institute of Electrical and Electronics Engineers (IEEE), , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Pattern Recognition and Image Analysis [[electronic resource] ] : 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1–4, 2019, Proceedings, Part II / / edited by Aythami Morales, Julian Fierrez, José Salvador Sánchez, Bernardete Ribeiro
| Pattern Recognition and Image Analysis [[electronic resource] ] : 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1–4, 2019, Proceedings, Part II / / edited by Aythami Morales, Julian Fierrez, José Salvador Sánchez, Bernardete Ribeiro |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XXI, 534 p. 279 illus., 198 illus. in color.) |
| Disciplina | 006.3 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Pattern recognition
Optical data processing Artificial intelligence Arithmetic and logic units, Computer Special purpose computers Pattern Recognition Image Processing and Computer Vision Artificial Intelligence Arithmetic and Logic Structures Special Purpose and Application-Based Systems |
| ISBN | 3-030-31321-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Biometrics -- What is the Role of Annotations in the Detection of Dermoscopic Structures? -- Keystroke Mobile Authentication: Performance of LongTerm Approaches and Combination with Behavioral-based Profiling -- Incremental Learning Techniques within a Self-updating Approach for Face Verification in Video-Surveillance -- Don’t You Forget About Me: A Study on Long-Term Performance in ECG Biometrics -- Face Identification using Local Ternary Tree Pattern based Spatial Structural Components -- Catastrophic interference in Disguised Face Recognition -- Iris Center Localization Using Geodesic Distance and CNN -- Low-Light Face Image Enhancement based on Dynamic Face Part Selection -- Retinal Blood Vessel Segmentation: A semi-supervised approach -- Quality-based rPPG Heart Rate Estimation System for Driver Monitoring Using NIR Video Sequences -- Handwriting and Document Analysis -- Multi-Task Layout Analysis of Handwritten Musical Scores -- Domain Adaptation for Handwritten Symbol Recognition: A Case of Study in Old Music Manuscripts -- Approaching End-to-End Optical Music Recognition for Homophonic Scores -- Glyph and Position Classification of Music Symbols in Early Music Manuscripts -- Recognition of Arabic Handwritten Literal Amounts Using Deep Convolutional Neural Networks -- Offline Signature Verification using Textural Descriptors -- Pencil drawing of microscopic images through edge preserving filtering -- Line Segmentation Free Probabilistic Keyword Spotting and Indexing -- Other Applications -- Incremental Learning for Football Match Outcomes Prediction -- Frame by Frame Pain Estimation Using Locally Spatial Attention Learning -- Mosquito Larvae Image Classification based on DenseNet and Guided Grad-CAM -- Towards Automatic Rat's Gait Analysis Under Suboptimal Illumination Conditions -- Impact of Enhancement for Coronary Artery Segmentation Based on Deep Learning Neural Network -- Real-Time Traffic Monitoring with Occlusion Handling -- Image based estimation of fruit phytopathogenic lesions area -- A weakly-supervised approach for discovering common objects in airport video surveillance footage -- Standard Plenoptic Camera Calibration for a Range of Zoom and Focus Levels -- Going back to basics on volumetric segmentation of the lungs in CT: a fully image processing based technique -- Radiogenomics: Lung Cancer-Related Genes Mutation Status Prediction -- Learning to perform visual tasks from human demonstrations -- Serious Game Controlled by a Human-Computer Interface for Upper Limb Motor Rehabilitation: A Feasibility Study -- Weapon detection for particular scenarios using deep learning -- Hierarchical Deep Learning Approach for Plant Disease Detection -- An artificial vision based method for vehicle detection and classification in urban traffic -- Breaking Text-based CAPTCHA with Sparse Convolutional Neural Networks -- Image processing method for epidermal cells detection and measurement in Arabidopsis thaliana leaves -- User Modeling on Mobile Device based on Facial Clustering and Object Detection in Photos and Videos -- Gun and knife detection based on Faster R-CNN for video surveillance -- Painted Injection Moulded Part Surfaces -- A New Automatic Cancer Colony Forming Units Counting Method -- Deep Vesselness Measure from scale-space analysis of Hessian Matrix Eigenvalues -- Segmentation in Corridor Environments: Combining door and ceiling detection -- Development of a Fire Detection based on the Analysis of Video Data by means of Convolutional Neural Networks -- Towards automatic and robust particle tracking in microrheology studies -- Study of the impact of pre-processing applied to images acquired by the Cygno Experiment. |
| Record Nr. | UNISA-996466444703316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Pattern Recognition and Image Analysis [[electronic resource] ] : 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1–4, 2019, Proceedings, Part I / / edited by Aythami Morales, Julian Fierrez, José Salvador Sánchez, Bernardete Ribeiro
| Pattern Recognition and Image Analysis [[electronic resource] ] : 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1–4, 2019, Proceedings, Part I / / edited by Aythami Morales, Julian Fierrez, José Salvador Sánchez, Bernardete Ribeiro |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XXXIII, 632 p. 297 illus., 247 illus. in color.) |
| Disciplina | 006.42 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Pattern recognition
Optical data processing Artificial intelligence Arithmetic and logic units, Computer Special purpose computers Pattern Recognition Image Processing and Computer Vision Artificial Intelligence Arithmetic and Logic Structures Special Purpose and Application-Based Systems |
| ISBN | 3-030-31332-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Best Ranked papers -- Towards a Joint Approach to Produce Decisions and Explanations Using CNNs -- Interactive-predictive neural multimodal systems -- Uncertainty estimation for black-box classification models: a use case for sentiment analysis -- Impact of ultrasound image reconstruction method on breast lesion classification with deep learning -- Segmentation of cell nuclei in fluorescence microscopy images using deep learning -- Food Recognition by Integrating Local and Flat Classifiers -- Machine Learning -- Combining Online Clustering and Rank Pooling Dynamics for Action Proposals -- On the Direction Guidance in Structure Tensor Total Variation Based Denoising -- Impact of Fused Visible-Infrared Video Streams on Visual Tracking -- Model Based Recursive Partitioning for Customized Price Optimization Analytics -- 3D Reconstruction of Archaeological Pottery from its Point Cloud -- Geometric interpretation of CNN's last layer -- Re-Weighted algorithms within the Lagrange duality framework: bringing interpretability to weights -- A note on Gradient-Based Intensity Normalization -- Blind Robust 3-D Mesh Watermarking based on Mesh Saliency and QIM quantization for Copyright Protection -- Using Copies to Remove Sensitive Data: A Case Study on Fair Superhero Alignment Prediction -- Weighted Multisource Tradaboost -- A proposal of neural networks with intermediate outputs -- Addressing the Big Data multi-class imbalance problem with oversampling and Deep Learning neural networks -- Reinforcement Learning and Neuroevolution in Flappy Bird Game -- Pattern Recognition -- Description and Recognition of Activity Patterns Using Sparse Vector Fields -- Instance Selection for the Nearest Neighbor Classifier Connecting the Performance to the Underlying Data Structure -- Modified DBSCAN algorithm for microscopic image analysis of wood -- Automatic Detection of Tuberculosis Bacilli from Microscopic Sputum Smear Images using Faster R-CNN, Transfer Learning and Augmentation -- Detection of stone circles in periglacial regions of Antarctica in UAV datasets -- Lesion Detection in Breast Ultrasound Images Using a Machine Learning Approach and Genetic Optimization -- Evaluating the Impact of Color Information in Deep Neural Networks -- Diatom classification including morphological adaptations using CNNs -- Deep Learning of Visual and Textual Data for Region Detection Applied to Item Coding -- Deep learning versus classic methods for multi-taxon diatom segmentation -- Estimation of Sulfonamides Concentration in Water based on Digital Colourimetry -- Characterization of cardiac and respiratory system of healthy subjects in supine and sitting position -- Automatic Fault Detection in a Cascaded Transformer Multilevel Inverter Using Pattern Recognition Techniques -- Collision anticipation via deep reinforcement learning for visual navigation -- Spectral band subset selection for discrimination of healthy skin and cutaneous Leishmanial ulcers -- Data Augmentation of Minority class with transfer learning for Classification of Imbalanced Breast Cancer Dataset using Inception V3 -- Image Processing and Representation -- Single-View Facial Hair 3D Reconstruction -- From Features to Attribute Graphs for Point Set Registration -- BELID: Boosted efficient local image descriptor -- A novel graph-based approach for seriation of mouse brain cross-section from images -- Class Reconstruction Driven Adversarial Domain Adaptation for Hyperspectral Image Classification -- Multi-Label Logo Classification using Convolutional Neural Networks -- Non-destructively prediction of quality parameters of drycured Iberian ham by applying computer vision and lowfield MRI -- Personalised aesthetics with residual adapters -- An Improvement for Capsule Networks using Depthwise Separable Convolution -- Wave Front Tracking in High Speed Videos Using a Dynamic Template Matching -- An Efficient Binary Descriptor to Describe Retinal Bifurcation Point for Image Registration -- Aggregation of deep features for image retrieval based on object detection -- Impact of Pre-Processing on Recognition of Cursive Video Text -- Image Feature Detection Based on Phase Congruency by Monogenic Filters with new Noise Estimation -- Texture Classification Using Capsule Networks -- Automatic vision based calibration system for planar cable-driven parallel robots -- 3D Non-rigid registration of Deformable object using GPU -- Focus estimation in academic environments using Computer Vision. |
| Record Nr. | UNISA-996466445003316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Pattern Recognition and Image Analysis : 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1–4, 2019, Proceedings, Part I / / edited by Aythami Morales, Julian Fierrez, José Salvador Sánchez, Bernardete Ribeiro
| Pattern Recognition and Image Analysis : 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1–4, 2019, Proceedings, Part I / / edited by Aythami Morales, Julian Fierrez, José Salvador Sánchez, Bernardete Ribeiro |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XXXIII, 632 p. 297 illus., 247 illus. in color.) |
| Disciplina |
006.42
006.4 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Pattern recognition
Optical data processing Artificial intelligence Arithmetic and logic units, Computer Special purpose computers Pattern Recognition Image Processing and Computer Vision Artificial Intelligence Arithmetic and Logic Structures Special Purpose and Application-Based Systems |
| ISBN | 3-030-31332-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Best Ranked papers -- Towards a Joint Approach to Produce Decisions and Explanations Using CNNs -- Interactive-predictive neural multimodal systems -- Uncertainty estimation for black-box classification models: a use case for sentiment analysis -- Impact of ultrasound image reconstruction method on breast lesion classification with deep learning -- Segmentation of cell nuclei in fluorescence microscopy images using deep learning -- Food Recognition by Integrating Local and Flat Classifiers -- Machine Learning -- Combining Online Clustering and Rank Pooling Dynamics for Action Proposals -- On the Direction Guidance in Structure Tensor Total Variation Based Denoising -- Impact of Fused Visible-Infrared Video Streams on Visual Tracking -- Model Based Recursive Partitioning for Customized Price Optimization Analytics -- 3D Reconstruction of Archaeological Pottery from its Point Cloud -- Geometric interpretation of CNN's last layer -- Re-Weighted algorithms within the Lagrange duality framework: bringing interpretability to weights -- A note on Gradient-Based Intensity Normalization -- Blind Robust 3-D Mesh Watermarking based on Mesh Saliency and QIM quantization for Copyright Protection -- Using Copies to Remove Sensitive Data: A Case Study on Fair Superhero Alignment Prediction -- Weighted Multisource Tradaboost -- A proposal of neural networks with intermediate outputs -- Addressing the Big Data multi-class imbalance problem with oversampling and Deep Learning neural networks -- Reinforcement Learning and Neuroevolution in Flappy Bird Game -- Pattern Recognition -- Description and Recognition of Activity Patterns Using Sparse Vector Fields -- Instance Selection for the Nearest Neighbor Classifier Connecting the Performance to the Underlying Data Structure -- Modified DBSCAN algorithm for microscopic image analysis of wood -- Automatic Detection of Tuberculosis Bacilli from Microscopic Sputum Smear Images using Faster R-CNN, Transfer Learning and Augmentation -- Detection of stone circles in periglacial regions of Antarctica in UAV datasets -- Lesion Detection in Breast Ultrasound Images Using a Machine Learning Approach and Genetic Optimization -- Evaluating the Impact of Color Information in Deep Neural Networks -- Diatom classification including morphological adaptations using CNNs -- Deep Learning of Visual and Textual Data for Region Detection Applied to Item Coding -- Deep learning versus classic methods for multi-taxon diatom segmentation -- Estimation of Sulfonamides Concentration in Water based on Digital Colourimetry -- Characterization of cardiac and respiratory system of healthy subjects in supine and sitting position -- Automatic Fault Detection in a Cascaded Transformer Multilevel Inverter Using Pattern Recognition Techniques -- Collision anticipation via deep reinforcement learning for visual navigation -- Spectral band subset selection for discrimination of healthy skin and cutaneous Leishmanial ulcers -- Data Augmentation of Minority class with transfer learning for Classification of Imbalanced Breast Cancer Dataset using Inception V3 -- Image Processing and Representation -- Single-View Facial Hair 3D Reconstruction -- From Features to Attribute Graphs for Point Set Registration -- BELID: Boosted efficient local image descriptor -- A novel graph-based approach for seriation of mouse brain cross-section from images -- Class Reconstruction Driven Adversarial Domain Adaptation for Hyperspectral Image Classification -- Multi-Label Logo Classification using Convolutional Neural Networks -- Non-destructively prediction of quality parameters of drycured Iberian ham by applying computer vision and lowfield MRI -- Personalised aesthetics with residual adapters -- An Improvement for Capsule Networks using Depthwise Separable Convolution -- Wave Front Tracking in High Speed Videos Using a Dynamic Template Matching -- An Efficient Binary Descriptor to Describe Retinal Bifurcation Point for Image Registration -- Aggregation of deep features for image retrieval based on object detection -- Impact of Pre-Processing on Recognition of Cursive Video Text -- Image Feature Detection Based on Phase Congruency by Monogenic Filters with new Noise Estimation -- Texture Classification Using Capsule Networks -- Automatic vision based calibration system for planar cable-driven parallel robots -- 3D Non-rigid registration of Deformable object using GPU -- Focus estimation in academic environments using Computer Vision. |
| Record Nr. | UNINA-9910349279103321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Pattern Recognition and Image Analysis : 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1–4, 2019, Proceedings, Part II / / edited by Aythami Morales, Julian Fierrez, José Salvador Sánchez, Bernardete Ribeiro
| Pattern Recognition and Image Analysis : 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1–4, 2019, Proceedings, Part II / / edited by Aythami Morales, Julian Fierrez, José Salvador Sánchez, Bernardete Ribeiro |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XXI, 534 p. 279 illus., 198 illus. in color.) |
| Disciplina |
006.3
006.4 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Pattern recognition
Optical data processing Artificial intelligence Arithmetic and logic units, Computer Special purpose computers Pattern Recognition Image Processing and Computer Vision Artificial Intelligence Arithmetic and Logic Structures Special Purpose and Application-Based Systems |
| ISBN | 3-030-31321-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Biometrics -- What is the Role of Annotations in the Detection of Dermoscopic Structures? -- Keystroke Mobile Authentication: Performance of LongTerm Approaches and Combination with Behavioral-based Profiling -- Incremental Learning Techniques within a Self-updating Approach for Face Verification in Video-Surveillance -- Don’t You Forget About Me: A Study on Long-Term Performance in ECG Biometrics -- Face Identification using Local Ternary Tree Pattern based Spatial Structural Components -- Catastrophic interference in Disguised Face Recognition -- Iris Center Localization Using Geodesic Distance and CNN -- Low-Light Face Image Enhancement based on Dynamic Face Part Selection -- Retinal Blood Vessel Segmentation: A semi-supervised approach -- Quality-based rPPG Heart Rate Estimation System for Driver Monitoring Using NIR Video Sequences -- Handwriting and Document Analysis -- Multi-Task Layout Analysis of Handwritten Musical Scores -- Domain Adaptation for Handwritten Symbol Recognition: A Case of Study in Old Music Manuscripts -- Approaching End-to-End Optical Music Recognition for Homophonic Scores -- Glyph and Position Classification of Music Symbols in Early Music Manuscripts -- Recognition of Arabic Handwritten Literal Amounts Using Deep Convolutional Neural Networks -- Offline Signature Verification using Textural Descriptors -- Pencil drawing of microscopic images through edge preserving filtering -- Line Segmentation Free Probabilistic Keyword Spotting and Indexing -- Other Applications -- Incremental Learning for Football Match Outcomes Prediction -- Frame by Frame Pain Estimation Using Locally Spatial Attention Learning -- Mosquito Larvae Image Classification based on DenseNet and Guided Grad-CAM -- Towards Automatic Rat's Gait Analysis Under Suboptimal Illumination Conditions -- Impact of Enhancement for Coronary Artery Segmentation Based on Deep Learning Neural Network -- Real-Time Traffic Monitoring with Occlusion Handling -- Image based estimation of fruit phytopathogenic lesions area -- A weakly-supervised approach for discovering common objects in airport video surveillance footage -- Standard Plenoptic Camera Calibration for a Range of Zoom and Focus Levels -- Going back to basics on volumetric segmentation of the lungs in CT: a fully image processing based technique -- Radiogenomics: Lung Cancer-Related Genes Mutation Status Prediction -- Learning to perform visual tasks from human demonstrations -- Serious Game Controlled by a Human-Computer Interface for Upper Limb Motor Rehabilitation: A Feasibility Study -- Weapon detection for particular scenarios using deep learning -- Hierarchical Deep Learning Approach for Plant Disease Detection -- An artificial vision based method for vehicle detection and classification in urban traffic -- Breaking Text-based CAPTCHA with Sparse Convolutional Neural Networks -- Image processing method for epidermal cells detection and measurement in Arabidopsis thaliana leaves -- User Modeling on Mobile Device based on Facial Clustering and Object Detection in Photos and Videos -- Gun and knife detection based on Faster R-CNN for video surveillance -- Painted Injection Moulded Part Surfaces -- A New Automatic Cancer Colony Forming Units Counting Method -- Deep Vesselness Measure from scale-space analysis of Hessian Matrix Eigenvalues -- Segmentation in Corridor Environments: Combining door and ceiling detection -- Development of a Fire Detection based on the Analysis of Video Data by means of Convolutional Neural Networks -- Towards automatic and robust particle tracking in microrheology studies -- Study of the impact of pre-processing applied to images acquired by the Cygno Experiment. |
| Record Nr. | UNINA-9910349279203321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications [[electronic resource] ] : 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings / / edited by Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales
| Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications [[electronic resource] ] : 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings / / edited by Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XXIII, 987 p. 566 illus., 272 illus. in color.) |
| Disciplina | 006.4 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Pattern recognition
Computers Law and legislation Software engineering Application software Computer communication systems Coding theory Information theory Pattern Recognition Legal Aspects of Computing Software Engineering Information Systems Applications (incl. Internet) Computer Communication Networks Coding and Information Theory |
| ISBN | 3-030-13469-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Machine Learning -- Data Augmentation via Variational Auto-Encoders -- LSTM-based Multi-scale Model for WindSpeed Forecasting.-Using deep learning to classify class imbalanced gene-expression microarrays datasets.-A data representation approach to support imbalanced data classification beased in TWSVM -- Improving regression models by dissimilarity representation of bio-chemical data -- A Comparative Study on Unsupervised Domain Adaption for Coffee Crop Mapping -- Analytical Comparison of Histogram Distance Measures -- Gaussian processes regression with multiple annotors -- Linear projection learned from hybrid CKA for enhancing distance-based classifiers -- Evaluation of Bag-of-Word performance for time series classification using discriminative SIFT-based mid-level representations -- Color classification methods for perennial weed detection in cereal crops -- Hierarchical graph-based segmentation in detection of object-related regions -- Dealing with heterogeneous Google Earth images on Building Area Detection task -- Evaluation of scale-aware realignments of hierarchical image segmentation. . |
| Record Nr. | UNISA-996466421403316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications : 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings / / edited by Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales
| Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications : 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings / / edited by Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XXIII, 987 p. 566 illus., 272 illus. in color.) |
| Disciplina | 006.4 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Pattern recognition
Computers Law and legislation Software engineering Application software Computer communication systems Coding theory Information theory Pattern Recognition Legal Aspects of Computing Software Engineering Information Systems Applications (incl. Internet) Computer Communication Networks Coding and Information Theory |
| ISBN | 3-030-13469-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Machine Learning -- Data Augmentation via Variational Auto-Encoders -- LSTM-based Multi-scale Model for WindSpeed Forecasting.-Using deep learning to classify class imbalanced gene-expression microarrays datasets.-A data representation approach to support imbalanced data classification beased in TWSVM -- Improving regression models by dissimilarity representation of bio-chemical data -- A Comparative Study on Unsupervised Domain Adaption for Coffee Crop Mapping -- Analytical Comparison of Histogram Distance Measures -- Gaussian processes regression with multiple annotors -- Linear projection learned from hybrid CKA for enhancing distance-based classifiers -- Evaluation of Bag-of-Word performance for time series classification using discriminative SIFT-based mid-level representations -- Color classification methods for perennial weed detection in cereal crops -- Hierarchical graph-based segmentation in detection of object-related regions -- Dealing with heterogeneous Google Earth images on Building Area Detection task -- Evaluation of scale-aware realignments of hierarchical image segmentation. . |
| Record Nr. | UNINA-9910337573503321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||