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Image Analysis and Processing — ICIAP 2015 [[electronic resource] ] : 18th International Conference, Genoa, Italy, September 7-11, 2015, Proceedings, Part I / / edited by Vittorio Murino, Enrico Puppo
| Image Analysis and Processing — ICIAP 2015 [[electronic resource] ] : 18th International Conference, Genoa, Italy, September 7-11, 2015, Proceedings, Part I / / edited by Vittorio Murino, Enrico Puppo |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XXVI, 721 p. 279 illus.) |
| Disciplina | 621.367 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Pattern recognition Artificial intelligence Algorithms Computer graphics Image Processing and Computer Vision Pattern Recognition Artificial Intelligence Algorithm Analysis and Problem Complexity Computer Graphics |
| ISBN | 3-319-23231-2 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- Pattern Recognition and Machine Learning -- Transfer Learning Through Greedy Subset Selection -- 1 Introduction -- 2 Related Work -- 3 Transfer Learning Through Subset Selection -- 4 Greedy Algorithm for k-Source Selection -- 5 Experiments -- 6 Conclusions -- References -- MEG: Multi-Expert Gender Classification from Face Images in a Demographics-Balanced Dataset -- 1 Introduction -- 2 The Pool of Experts -- 2.1 Score Generation by Likelihood Ratio (LR) -- 2.2 Score Generation by Support Vector Machines (SVM) -- 3 Fusion Strategies -- 4 The Image Dataset -- 5 Experiments and Results -- 6 Conclusions -- References -- An Edge-Based Matching Kernel Through Discrete-Time Quantum Walks -- 1 Introduction -- 2 Preliminary Concepts -- 2.1 Directed Line Graphs -- 2.2 Discrete-Time Quantum Walks -- 2.3 The Relation to Perron-Frobenius Operators -- 2.4 Depth-Based Representations Based on Quantum Walks -- 3 An Edge-Based Matching Kernel for Graphs -- 3.1 Edge-Based Matching Through Discrete-Time Quantum Walks -- 3.2 An Edge-Based Matching Kernel -- 4 Experimental Results -- 5 Conclusion -- References -- Implicit Boundary Learning for Connectomics -- 1 Introduction -- 2 Method -- 2.1 Finding Labels to Optimize Segmentation -- 2.2 Difference to Learn Membrane -- 3 Experiments and Results -- 4 Conclusion -- References -- A Parzen-Based Distance Between Probability Measures as an Alternative of Summary Statistics in Approximate Bayesian Computation -- 1 Introduction -- 2 Approximate Bayesian Computation Based on Kernel Embeddings -- 2.1 Short Summary on ABC Methods -- 2.2 Metrics between Probability Measures by Using Kernels -- 2.3 Kernel Embeddings as Summary Statistics for ABC -- 2.4 Extension to ABC SMC -- 3 Experimental Setup -- 3.1 Datasets -- 3.2 Validation -- 3.3 Procedure.
4 Results and Discussion -- 4.1 Results from Synthetic Data -- 4.2 Results from Nonlinear Ecological Dynamic System -- 5 Conclusions -- References -- Unsupervised Classification of Raw Full-Waveform Airborne Lidar Data by Self Organizing Maps -- 1 Introduction -- 2 Methodology -- 3 Experiments and Results -- 4 Discussion and Conclusion -- References -- Fitting Multiple Models via Density Analysis in Tanimoto Space -- 1 Introduction -- 2 Method -- 2.1 Preference Trick -- 2.2 Density Based Analysis for Model Extraction -- 3 Experimental Evaluation -- 4 Conclusion -- References -- Bag of Graphs with Geometric Relationships Among Trajectories for Better Human Action Recognition -- 1 Introduction -- 2 Related Work -- 3 Trajectory Extraction -- 4 Description of the Proposed Approach -- 4.1 Extraction of the Graph Descriptors -- 4.2 Bag of Graphs -- 5 Experimental Study -- 5.1 Action Recognition Datasets -- 5.2 Results -- 6 Conclusion -- References -- Have a SNAK. Encoding Spatial Information with the Spatial Non-alignment Kernel -- 1 Introduction -- 2 Related Work -- 3 Spatial Non-Alignment Kernel -- 3.1 Translation and Size Invariance -- 4 Experiments -- 4.1 Data Sets Description -- 4.2 Implementation and Evaluation Procedure -- 4.3 Parameter Tuning -- 4.4 Pascal VOC Experiment -- 4.5 Birds Experiment -- 5 Conclusion and Future Work -- References -- Convolved Multi-output Gaussian Processes for Semi-Supervised Learning -- 1 Introduction -- 2 Multi-output Gaussian Processes -- 3 Semi-Supervised Learning for Multi-output GPs -- 3.1 Graph Regularization -- 3.2 The EM Algorithm -- 4 Experimental Setup -- 4.1 Databases -- 4.2 Procedure -- 5 Results and Discussion -- 6 Conclusions and Future Work -- References -- Volcano-Seismic Events Classification Using Document Classification Strategies -- 1 Introduction -- 2 The Proposed Approach. 2.1 Dictionary Building -- 2.2 Event Description -- 2.3 From Documents to Feature Vectors -- 2.4 Document Classification -- 3 Experiments -- 3.1 Experimental Details -- 3.2 Results and Comparison with other Methods -- 3.3 Effect of the Parameters -- 3.4 Interpretability -- 4 Conclusions -- References -- Unsupervised Feature Selection by Graph Optimization -- 1 Introduction -- 2 A Brief Review of Graph-Based Unsupervised Feature Selection Methods -- 3 Unsupervised Feature Selection by Graph Optimization -- 4 Optimization Algorithm for Problem (5) -- 5 Experiments and Comparisons -- 6 Conclusion -- References -- Gait Recognition Robust to Speed Transition Using Mutual Subspace Method -- 1 Introduction -- 2 Gait Recognition Using Mutual Subspace Method -- 2.1 Mutual Subspace Method -- 2.2 Gait Recognition Using an Image Set-Based Matching -- 3 Experiments -- 3.1 Experimental Settings -- Datasets. -- Evaluation Setting. -- 3.2 Evaluation -- 4 Conclusions -- References -- Path-Based Dominant-Set Clustering -- 1 Introduction -- 2 Path-Based Dominant Sets -- 2.1 Dominant Set Clustering -- 2.2 Using Path-Based Similarity -- 3 Experiments -- 3.1 Synthetic Data Clustering -- 3.2 Experiments on Real-World Data -- 4 Conclusion -- References -- Global and Local Gaussian Process for Multioutput and Treed Data -- 1 Introduction -- 2 Materials and Methods -- 2.1 Gaussian Process -- 2.2 Multiple Output Gaussian Process -- 2.3 Global and Local Multi Output Treed GP -- 3 Results -- 3.1 Validation and Error Measures -- 3.2 Results over Simulated Data -- 3.3 Results over Real Data -- 4 Conclusions -- References -- BRISK Local Descriptors for Heavily Occluded Ball Recognition -- 1 Introduction -- 2 Ball Recognition Evaluation -- 2.1 Moving Object Segmentation -- 2.2 Circle Detection -- 2.3 Feature Extraction -- 2.4 Supervised Classifier -- 2.5 Experimental Setup. 3 Experimental Results -- 4 Conclusion and Future Work -- References -- Neighborhood Selection for Dimensionality Reduction -- 1 Introduction -- 2 Algorithm -- 3 Experimental Results and Future Works -- References -- Crowdsearching Training Sets for Image Classification -- 1 Introduction -- 2 State of the Art -- 3 Proposed Methodology -- 4 Experiments and Results -- 4.1 Comparison Against the Semantic Trainer -- 4.2 Generalization Capability -- 4.3 Comparison against OPTIMOL -- 5 Conclusion -- References -- The Color of Smiling: Computational Synaesthesia of Facial Expressions -- 1 Introduction -- 2 Background and Rationales -- 3 Methods -- 4 From Face Expression to Mood -- 5 The Color of Mood -- 6 Conclusion and Further Outlooks -- References -- Learning Texture Image Prior for Super Resolution Using Restricted Boltzmann Machine -- 1 Introduction -- 2 Learning Texture Image Prior -- 2.1 Modeling Individual Texture with the RBM -- 2.2 Implicit Mixture Modeling for Multiple Textures -- 3 A MAP Framework for Super Resolution -- 3.1 Image Formation Modeling -- 3.2 Embedding Multiple Texture Prior in the MAP Framework -- 4 Experiment -- 4.1 Dataset and Learning cRBM -- 4.2 Multiple Texture Super Resolution -- 5 Conclusion -- References -- GRUNTS: Graph Representation for UNsupervised Temporal Segmentation -- 1 Introduction -- 2 Graph Representation -- 2.1 Skeleton -- 2.2 Polygonal Approximation -- 2.3 Building the Graph -- 3 The Frame Kernel Matrix -- 4 Aligned Cluster Analysis (ACA) -- 5 The GRUNTS Algorithm -- 6 Experiments -- 6.1 Weizmann Dataset -- 6.2 KTH Dataset -- 6.3 MSR Action3D Dataset -- 7 Conclusions -- References -- A Strict Pyramidal Deep Neural Network for Action Recognition -- 1 Introduction -- 2 3DPyraNet -- 2.1 PyraNet -- 2.2 Weighting Scheme -- 2.3 Proposed Architecture -- 3 Results and Discussion -- 4 Conclusions -- References. Nerve Localization by Machine Learning Framework with New Feature Selection Algorithm -- 1 Introduction -- 2 Nerve Detection System -- 2.1 Pre-processing -- 2.2 Feature Extraction -- 2.3 Feature Selection -- 2.4 Proposed Feature Selection Algorithm -- 2.5 Classification -- 3 Experiment Results -- 4 Conclusion -- References -- Human Tracking Using a Top-Down and Knowledge Based Approach -- 1 Introduction -- 2 Top-Down Approach -- 3 Knowledge Related to Tracking -- 3.1 Scene Knowledge -- 3.2 Human Trajectories Knowledge -- 3.3 From Knowledge to Model -- 4 Preliminary Results and Discussions -- 5 Conclusion and Future Directions -- References -- Shape Analysis and 3D Computer Vision -- Fuzzy ``Along'' Spatial Relation in 3D. Application to Anatomical Structures in Maxillofacial CBCT -- 1 Introduction -- 2 General Approach to Define ``Along'' -- 3 Inter-Objects Region -- 4 Elongation Measure -- 4.1 Common Definition -- 4.2 Alongness Degree Based on Object Boundaries -- 4.3 Including Distance Information -- 4.4 Using Distance to Take into Account Only Close Parts -- 5 Extension to Fuzzy Objects -- 6 Experimental Results -- 7 Conclusion -- References -- Compression and Querying of Arbitrary Geodesic Distances -- 1 Introduction -- 2 Related Work -- 3 Algorithm -- 3.1 Patch Subdivision -- 3.2 Geodesic Precomputation -- 3.3 Graph Pruning -- 3.4 Query Step -- 4 Results -- 4.1 Parameters Tuning -- 4.2 Preprocessing Time -- 4.3 Speedup and Comparisons -- 5 Conclusions -- References -- Comparing Persistence Diagrams Through Complex Vectors -- 1 Introduction -- 2 Preliminaries -- 3 Persistence Diagrams vs Complex Vectors -- 4 Experimental Results -- References -- Pop-up Modelling of Hazy Scenes -- 1 Introduction -- 2 Related Work -- 2.1 Interactive 3D Modelling -- 2.2 Automatic 3D Modelling -- 3 Model Construction -- 3.1 Dehazing. 3.2 Clustering and Plane-fitting. |
| Record Nr. | UNISA-996200363303316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Image Analysis and Processing — ICIAP 2015 [[electronic resource] ] : 18th International Conference, Genoa, Italy, September 7-11, 2015, Proceedings, Part II / / edited by Vittorio Murino, Enrico Puppo
| Image Analysis and Processing — ICIAP 2015 [[electronic resource] ] : 18th International Conference, Genoa, Italy, September 7-11, 2015, Proceedings, Part II / / edited by Vittorio Murino, Enrico Puppo |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XXVI, 737 p. 340 illus.) |
| Disciplina | 621.367 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Image Processing and Computer Vision |
| ISBN | 3-319-23234-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part II -- Contents - Part I -- Image Analysis -- Learning Balanced Trees for Large Scale Image Classification -- 1 Introduction -- 2 Related Work -- 3 Learning a Balanced Tree for Image Classification -- 3.1 Overview of Label Tree -- 3.2 The Proposed Approach -- 4 Experiments -- 4.1 Datasets -- 4.2 Experimental Setting -- 4.3 Evaluation Measurement -- 4.4 Experimental Results -- 5 Conclusion -- References -- Analysis of Compact Features for RGB-D Visual Search -- 1 Introduction -- 2 Visual Search Architecture -- 2.1 Image Description -- 2.2 Binary Hashing -- 2.3 Matching -- 3 Experimental Evaluation -- 3.1 Datasets -- 3.2 Results -- 4 Conclusion and Future Work -- References -- Hierarchical Image Segmentation Relying on a Likelihood Ratio Test -- 1 Introduction -- 2 A Method Inspired by Likelyhood Ratio Test -- 2.1 Likelihood Ratio Test -- 2.2 Similarity Measure -- 2.3 The Proposed Method -- 3 Experimental Analysis -- 3.1 Compared Methods and Their Underlying Graphs -- 3.2 Databases -- 3.3 Quantitative Analysis -- 4 Conclusions and Further Works -- References -- Large Scale Specific Object Recognition by Using GIFTS Image Feature -- 1 Introduction -- 1.1 Related Work -- 2 GIFTS Image Local Feature and KD-Tree -- 2.1 GIFTS Image Feature -- 2.2 KD-Tree -- 3 Large Scale Book Image Query System -- 4 Experimental Results and Considerations -- 4.1 Comparison with ORB -- 5 Conclusions and Future Work -- References -- On Spatiochromatic Features in Natural Images Statistics -- 1 Introduction -- 2 Previous Studies on Spatial and Chromatic Natural Color Image Statistics -- 2.1 Chromatic Redundancy in Natural Images -- 2.2 Spatio-chromatic Redundancy in Natural Images -- 3 Relationship Between Second Order Stationarity and the Decorrelated Spatiochromatic Features of Natural Images -- 3.1 The Gray-Level Case.
3.2 The Color Case -- 4 Validations on a Natural Image Database -- 4.1 c0(R,G,B) and Its Eigenvalues and Eigenvectors -- 4.2 The Exponential Decay of Spatiochromatic Covariance -- 5 Discussion and Perspectives -- References -- Real-Time Foreground Segmentation with Kinect Sensor -- 1 Introduction -- 2 Kinect -- 3 Previous Works -- 4 Foreground Segmentation -- 4.1 ToF Based Segmentation -- 4.2 Kinect Based Segmentation -- 5 Results -- 6 Conclusions -- References -- Hierarchical Image Representation Using Deep Network -- 1 Introduction -- 2 Related Work -- 3 Unsupervised Feature Extraction -- 3.1 Deep Network Architecture -- 3.2 Simulating K-Means in the Network -- 3.3 Hierarchical Bag-of-Words Representation -- 4 Performance Evaluation -- 5 Conclusion -- References -- Fast Image Classification with Reduced Multiclass Support Vector Machines -- 1 Introduction -- 2 Image Classification with Visual Descriptors -- 3 Reducing Multiclass Support Vector Machines -- 4 Experiments -- 5 Related Work on SVM Reduction -- 6 Conclusions and Future Work -- References -- A Gravitational Model for Plant Classification Using Adaxial Epidermis Texture -- 1 Introduction -- 2 A Gravitational System -- 3 Complexity Analysis -- 4 Proposed Feature Vector -- 5 Experiments and Results -- 6 Conclusion -- References -- Adaptive Background Modeling for Land and Water Composition Scenes -- 1 Introduction -- 2 Proposed Background Modeling Algorithm -- 2.1 Land and Water Area Separation -- 2.2 Background Learning Rate Calculation -- 2.3 Accounting for the Influence of Sunrise and Sunset -- 2.4 Background Updating -- 3 Experimental Results -- 3.1 Robustness to Changes in Luminance at Sunrise and Sunset -- 3.2 Robustness to Changes in Tidal Height -- 3.3 Quantitative Performance Evaluation on Real Data -- 4 Conclusions -- References. Enhancing Signal Discontinuities with Shearlets: An Application to Corner Detection -- 1 Introduction -- 2 A Review of the Shearlet Transform -- 3 Detecting Discontinuities with Shearlets -- 4 Corner Detection with Shearlets -- 5 Experimental Results -- 6 Discussion -- References -- Improved Human Gait Recognition -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 3.1 Motivations -- 3.2 Gait Energy Image -- 3.3 Feature Selection Mask -- 3.4 Canonical Discriminat Analysis -- 4 Experiments -- 5 Conclusions -- References -- Human Area Refinement for Human Detection -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 3.1 Basic Ideas -- 3.2 Coarse Foot Position Estimation -- 4 Experiments -- 4.1 Evaluation of Projection Transformation -- 4.2 Evaluation of Refined B-Boxes -- 4.3 Evaluation of Tracking Performance -- 5 Conclusions -- References -- Skeletonization Algorithm Using Discrete Contour Map -- 1 Introduction -- 2 Preliminaries and Notations -- 3 Discrete Contour Map -- 4 Skeletonization Algorithm -- 5 Experimental Results -- 6 Related Work -- 7 Conclusion -- References -- Superpixel and Entropy-Based Multi-atlas Fusion Framework for the Segmentation of X-ray Images -- 1 Introduction -- 2 Proposed Model -- 2.1 Data Set and Multi-atlas Creation -- 2.2 Image Pre-processing -- 2.3 Proposed Multi-atlas Fusion Procedure -- 3 Experimental Results -- 4 Conclusion -- References -- Wavelet-Like Lifting-Based Transform for Decomposing Images in Accordance with the Inter-prediction Principles of Video Coding -- 1 Introduction -- 2 Proposed Principle of Image Analysis-Synthesis -- 3 Adaptive Prediction Mechanisms -- 4 Experimental Evaluation of the HASTD -- 5 Conclusion -- References -- Real-Time Age Estimation from Face Imagery Using Fisher Vectors -- 1 Introduction -- 2 Fast Face Detection and Alignment -- 2.1 Features and Image Pre-processing. 2.2 Face Detection -- 2.3 Face Alignment -- 3 Face Representation -- 4 Large Scale Learning with SGD -- 5 Experimental Results -- 5.1 Timing -- 5.2 Accuracy -- 6 Conclusions -- References -- Bounded Non-Local Means for Fast and Effective Image Denoising -- 1 Introduction and Related Work -- 2 Weighting by a Bounding Function -- 2.1 Original NLM -- 2.2 Proposed Bounded NLM -- 3 Experimental Results -- 4 Concluding Remarks -- References -- i-Street: Detection, Identification, Augmentation of Street Plates in a Touristic Mobile Application -- 1 Introduction -- 2 i-Street Overview -- 3 Text in Scene Images -- 4 Plate Identification -- 5 Image Augmentation -- 6 Requirements and Criticalities -- 7 Lab Tests and Real Usage -- 8 Conclusions -- References -- Distortion Adaptive Descriptors: Extending Gradient-Based Descriptors to Wide Angle Images -- 1 Introduction -- 2 The Distorted Domain -- 2.1 Gradient Estimation of Distorted Images -- 3 Distortion Adaptive Descriptors -- 4 Experimental Settings -- 5 Results -- 6 Conclusion -- References -- Counting Turkish Coins with a Calibrated Camera -- 1 Introduction -- 2 The Proposed Coin Detection and Recognition Method -- 2.1 Bilateral Filtering -- 2.2 Circle Detection and Elimination -- 2.3 Diameter Computation and Coin Classification -- 3 Experimental Results -- 4 Conclusions -- References -- Design and Implementation of a Dynamic Adaptive Video Streaming System with a Buffer Aware Rate Selection Algorithm -- 1 Introduction -- 2 Background and Related Work -- 3 The Proposed Video Streaming System -- 3.1 Encoding Scheme -- 3.2 Dynamic Adaptive Video Streaming System -- 3.3 Throughput Estimation Mechanism -- 3.4 Buffer Aware Rate Selection Algorithm -- 4 Experimental Evaluation -- 5 Conclusion -- References -- Leveraging Mutual Information in Local Descriptions: From Local Binary Patterns to the Image. 1 Introduction -- 2 Local Binary Pattern and Constraint Propagation -- 3 The Directed Constraint Graph -- 4 The Inversion Algorithm -- 5 Results and Discussions -- 6 Conclusions -- References -- Dominant LBP Considering Pattern Type for Facial Image Representation -- 1 Introduction -- 2 The Local Binary Pattern (LBP) -- 2.1 A Brief Overview of LBP -- 2.2 The Angular Difference LBP (AD-LBP) -- 3 Dominant LBP Considering Pattern Type (LBP) -- 3.1 Related Works and Motivation -- 3.2 The Learning Phase -- 3.3 Feature Extracting Phase -- 4 Experiments and Results -- 4.1 Experiments Setting -- 4.2 Experimental Results -- 5 Discussion and Conclusion -- References -- Improving High Resolution Satellite Images Retrieval Using Color Component Features -- 1 Introduction -- 2 Multiscale Opponent Color Descriptors -- 2.1 Opponent Cross-Correlation -- 2.2 Color Features -- 2.3 Feature Extraction -- 3 Bag of Visual Words Model -- 3.1 Features Extraction -- 4 Results and Discussions -- 5 Conclusion -- References -- The QCRI Recognition System for Handwritten Arabic -- 1 Introduction -- 2 Text Line Image Normalization -- 2.1 Baseline Estimation -- 2.2 Slant Correction -- 2.3 Size Normalization -- 2.4 Pen Size Normalization -- 3 Feature Extraction -- 4 Training Procedure -- 5 Experiments -- 5.1 Data Description -- 5.2 Results -- 6 Conclusion -- References -- Optimized Parallel Model of Covariance Based Person Detection -- 1 Introduction -- 2 Person Detection Based on Covariance Descriptor -- 2.1 Features Extraction -- 2.2 First and Second Order Tensors -- 2.3 Covariance Region -- 2.4 The Classifier -- 3 Parallelization Procedure -- 3.1 Kahn Process Networks -- 3.2 The Initial Parallel Model -- The Communication Workload. -- Computation Workload Analysis. -- 3.3 The Optimized Parallel Model -- 4 Conclusion -- References -- Face Recognition from Robust SIFT Matching. 1 Introduction. |
| Record Nr. | UNISA-996200363003316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Image Analysis and Processing — ICIAP 2015 : 18th International Conference, Genoa, Italy, September 7-11, 2015, Proceedings, Part I / / edited by Vittorio Murino, Enrico Puppo
| Image Analysis and Processing — ICIAP 2015 : 18th International Conference, Genoa, Italy, September 7-11, 2015, Proceedings, Part I / / edited by Vittorio Murino, Enrico Puppo |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XXVI, 721 p. 279 illus.) |
| Disciplina | 621.367 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Pattern recognition Artificial intelligence Algorithms Computer graphics Image Processing and Computer Vision Pattern Recognition Artificial Intelligence Algorithm Analysis and Problem Complexity Computer Graphics |
| ISBN | 3-319-23231-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- Pattern Recognition and Machine Learning -- Transfer Learning Through Greedy Subset Selection -- 1 Introduction -- 2 Related Work -- 3 Transfer Learning Through Subset Selection -- 4 Greedy Algorithm for k-Source Selection -- 5 Experiments -- 6 Conclusions -- References -- MEG: Multi-Expert Gender Classification from Face Images in a Demographics-Balanced Dataset -- 1 Introduction -- 2 The Pool of Experts -- 2.1 Score Generation by Likelihood Ratio (LR) -- 2.2 Score Generation by Support Vector Machines (SVM) -- 3 Fusion Strategies -- 4 The Image Dataset -- 5 Experiments and Results -- 6 Conclusions -- References -- An Edge-Based Matching Kernel Through Discrete-Time Quantum Walks -- 1 Introduction -- 2 Preliminary Concepts -- 2.1 Directed Line Graphs -- 2.2 Discrete-Time Quantum Walks -- 2.3 The Relation to Perron-Frobenius Operators -- 2.4 Depth-Based Representations Based on Quantum Walks -- 3 An Edge-Based Matching Kernel for Graphs -- 3.1 Edge-Based Matching Through Discrete-Time Quantum Walks -- 3.2 An Edge-Based Matching Kernel -- 4 Experimental Results -- 5 Conclusion -- References -- Implicit Boundary Learning for Connectomics -- 1 Introduction -- 2 Method -- 2.1 Finding Labels to Optimize Segmentation -- 2.2 Difference to Learn Membrane -- 3 Experiments and Results -- 4 Conclusion -- References -- A Parzen-Based Distance Between Probability Measures as an Alternative of Summary Statistics in Approximate Bayesian Computation -- 1 Introduction -- 2 Approximate Bayesian Computation Based on Kernel Embeddings -- 2.1 Short Summary on ABC Methods -- 2.2 Metrics between Probability Measures by Using Kernels -- 2.3 Kernel Embeddings as Summary Statistics for ABC -- 2.4 Extension to ABC SMC -- 3 Experimental Setup -- 3.1 Datasets -- 3.2 Validation -- 3.3 Procedure.
4 Results and Discussion -- 4.1 Results from Synthetic Data -- 4.2 Results from Nonlinear Ecological Dynamic System -- 5 Conclusions -- References -- Unsupervised Classification of Raw Full-Waveform Airborne Lidar Data by Self Organizing Maps -- 1 Introduction -- 2 Methodology -- 3 Experiments and Results -- 4 Discussion and Conclusion -- References -- Fitting Multiple Models via Density Analysis in Tanimoto Space -- 1 Introduction -- 2 Method -- 2.1 Preference Trick -- 2.2 Density Based Analysis for Model Extraction -- 3 Experimental Evaluation -- 4 Conclusion -- References -- Bag of Graphs with Geometric Relationships Among Trajectories for Better Human Action Recognition -- 1 Introduction -- 2 Related Work -- 3 Trajectory Extraction -- 4 Description of the Proposed Approach -- 4.1 Extraction of the Graph Descriptors -- 4.2 Bag of Graphs -- 5 Experimental Study -- 5.1 Action Recognition Datasets -- 5.2 Results -- 6 Conclusion -- References -- Have a SNAK. Encoding Spatial Information with the Spatial Non-alignment Kernel -- 1 Introduction -- 2 Related Work -- 3 Spatial Non-Alignment Kernel -- 3.1 Translation and Size Invariance -- 4 Experiments -- 4.1 Data Sets Description -- 4.2 Implementation and Evaluation Procedure -- 4.3 Parameter Tuning -- 4.4 Pascal VOC Experiment -- 4.5 Birds Experiment -- 5 Conclusion and Future Work -- References -- Convolved Multi-output Gaussian Processes for Semi-Supervised Learning -- 1 Introduction -- 2 Multi-output Gaussian Processes -- 3 Semi-Supervised Learning for Multi-output GPs -- 3.1 Graph Regularization -- 3.2 The EM Algorithm -- 4 Experimental Setup -- 4.1 Databases -- 4.2 Procedure -- 5 Results and Discussion -- 6 Conclusions and Future Work -- References -- Volcano-Seismic Events Classification Using Document Classification Strategies -- 1 Introduction -- 2 The Proposed Approach. 2.1 Dictionary Building -- 2.2 Event Description -- 2.3 From Documents to Feature Vectors -- 2.4 Document Classification -- 3 Experiments -- 3.1 Experimental Details -- 3.2 Results and Comparison with other Methods -- 3.3 Effect of the Parameters -- 3.4 Interpretability -- 4 Conclusions -- References -- Unsupervised Feature Selection by Graph Optimization -- 1 Introduction -- 2 A Brief Review of Graph-Based Unsupervised Feature Selection Methods -- 3 Unsupervised Feature Selection by Graph Optimization -- 4 Optimization Algorithm for Problem (5) -- 5 Experiments and Comparisons -- 6 Conclusion -- References -- Gait Recognition Robust to Speed Transition Using Mutual Subspace Method -- 1 Introduction -- 2 Gait Recognition Using Mutual Subspace Method -- 2.1 Mutual Subspace Method -- 2.2 Gait Recognition Using an Image Set-Based Matching -- 3 Experiments -- 3.1 Experimental Settings -- Datasets. -- Evaluation Setting. -- 3.2 Evaluation -- 4 Conclusions -- References -- Path-Based Dominant-Set Clustering -- 1 Introduction -- 2 Path-Based Dominant Sets -- 2.1 Dominant Set Clustering -- 2.2 Using Path-Based Similarity -- 3 Experiments -- 3.1 Synthetic Data Clustering -- 3.2 Experiments on Real-World Data -- 4 Conclusion -- References -- Global and Local Gaussian Process for Multioutput and Treed Data -- 1 Introduction -- 2 Materials and Methods -- 2.1 Gaussian Process -- 2.2 Multiple Output Gaussian Process -- 2.3 Global and Local Multi Output Treed GP -- 3 Results -- 3.1 Validation and Error Measures -- 3.2 Results over Simulated Data -- 3.3 Results over Real Data -- 4 Conclusions -- References -- BRISK Local Descriptors for Heavily Occluded Ball Recognition -- 1 Introduction -- 2 Ball Recognition Evaluation -- 2.1 Moving Object Segmentation -- 2.2 Circle Detection -- 2.3 Feature Extraction -- 2.4 Supervised Classifier -- 2.5 Experimental Setup. 3 Experimental Results -- 4 Conclusion and Future Work -- References -- Neighborhood Selection for Dimensionality Reduction -- 1 Introduction -- 2 Algorithm -- 3 Experimental Results and Future Works -- References -- Crowdsearching Training Sets for Image Classification -- 1 Introduction -- 2 State of the Art -- 3 Proposed Methodology -- 4 Experiments and Results -- 4.1 Comparison Against the Semantic Trainer -- 4.2 Generalization Capability -- 4.3 Comparison against OPTIMOL -- 5 Conclusion -- References -- The Color of Smiling: Computational Synaesthesia of Facial Expressions -- 1 Introduction -- 2 Background and Rationales -- 3 Methods -- 4 From Face Expression to Mood -- 5 The Color of Mood -- 6 Conclusion and Further Outlooks -- References -- Learning Texture Image Prior for Super Resolution Using Restricted Boltzmann Machine -- 1 Introduction -- 2 Learning Texture Image Prior -- 2.1 Modeling Individual Texture with the RBM -- 2.2 Implicit Mixture Modeling for Multiple Textures -- 3 A MAP Framework for Super Resolution -- 3.1 Image Formation Modeling -- 3.2 Embedding Multiple Texture Prior in the MAP Framework -- 4 Experiment -- 4.1 Dataset and Learning cRBM -- 4.2 Multiple Texture Super Resolution -- 5 Conclusion -- References -- GRUNTS: Graph Representation for UNsupervised Temporal Segmentation -- 1 Introduction -- 2 Graph Representation -- 2.1 Skeleton -- 2.2 Polygonal Approximation -- 2.3 Building the Graph -- 3 The Frame Kernel Matrix -- 4 Aligned Cluster Analysis (ACA) -- 5 The GRUNTS Algorithm -- 6 Experiments -- 6.1 Weizmann Dataset -- 6.2 KTH Dataset -- 6.3 MSR Action3D Dataset -- 7 Conclusions -- References -- A Strict Pyramidal Deep Neural Network for Action Recognition -- 1 Introduction -- 2 3DPyraNet -- 2.1 PyraNet -- 2.2 Weighting Scheme -- 2.3 Proposed Architecture -- 3 Results and Discussion -- 4 Conclusions -- References. Nerve Localization by Machine Learning Framework with New Feature Selection Algorithm -- 1 Introduction -- 2 Nerve Detection System -- 2.1 Pre-processing -- 2.2 Feature Extraction -- 2.3 Feature Selection -- 2.4 Proposed Feature Selection Algorithm -- 2.5 Classification -- 3 Experiment Results -- 4 Conclusion -- References -- Human Tracking Using a Top-Down and Knowledge Based Approach -- 1 Introduction -- 2 Top-Down Approach -- 3 Knowledge Related to Tracking -- 3.1 Scene Knowledge -- 3.2 Human Trajectories Knowledge -- 3.3 From Knowledge to Model -- 4 Preliminary Results and Discussions -- 5 Conclusion and Future Directions -- References -- Shape Analysis and 3D Computer Vision -- Fuzzy ``Along'' Spatial Relation in 3D. Application to Anatomical Structures in Maxillofacial CBCT -- 1 Introduction -- 2 General Approach to Define ``Along'' -- 3 Inter-Objects Region -- 4 Elongation Measure -- 4.1 Common Definition -- 4.2 Alongness Degree Based on Object Boundaries -- 4.3 Including Distance Information -- 4.4 Using Distance to Take into Account Only Close Parts -- 5 Extension to Fuzzy Objects -- 6 Experimental Results -- 7 Conclusion -- References -- Compression and Querying of Arbitrary Geodesic Distances -- 1 Introduction -- 2 Related Work -- 3 Algorithm -- 3.1 Patch Subdivision -- 3.2 Geodesic Precomputation -- 3.3 Graph Pruning -- 3.4 Query Step -- 4 Results -- 4.1 Parameters Tuning -- 4.2 Preprocessing Time -- 4.3 Speedup and Comparisons -- 5 Conclusions -- References -- Comparing Persistence Diagrams Through Complex Vectors -- 1 Introduction -- 2 Preliminaries -- 3 Persistence Diagrams vs Complex Vectors -- 4 Experimental Results -- References -- Pop-up Modelling of Hazy Scenes -- 1 Introduction -- 2 Related Work -- 2.1 Interactive 3D Modelling -- 2.2 Automatic 3D Modelling -- 3 Model Construction -- 3.1 Dehazing. 3.2 Clustering and Plane-fitting. |
| Record Nr. | UNINA-9910483293803321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Image Analysis and Processing — ICIAP 2015 : 18th International Conference, Genoa, Italy, September 7-11, 2015, Proceedings, Part II / / edited by Vittorio Murino, Enrico Puppo
| Image Analysis and Processing — ICIAP 2015 : 18th International Conference, Genoa, Italy, September 7-11, 2015, Proceedings, Part II / / edited by Vittorio Murino, Enrico Puppo |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XXVI, 737 p. 340 illus.) |
| Disciplina | 621.367 |
| Collana | Image Processing, Computer Vision, Pattern Recognition, and Graphics |
| Soggetto topico |
Optical data processing
Image Processing and Computer Vision |
| ISBN | 3-319-23234-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part II -- Contents - Part I -- Image Analysis -- Learning Balanced Trees for Large Scale Image Classification -- 1 Introduction -- 2 Related Work -- 3 Learning a Balanced Tree for Image Classification -- 3.1 Overview of Label Tree -- 3.2 The Proposed Approach -- 4 Experiments -- 4.1 Datasets -- 4.2 Experimental Setting -- 4.3 Evaluation Measurement -- 4.4 Experimental Results -- 5 Conclusion -- References -- Analysis of Compact Features for RGB-D Visual Search -- 1 Introduction -- 2 Visual Search Architecture -- 2.1 Image Description -- 2.2 Binary Hashing -- 2.3 Matching -- 3 Experimental Evaluation -- 3.1 Datasets -- 3.2 Results -- 4 Conclusion and Future Work -- References -- Hierarchical Image Segmentation Relying on a Likelihood Ratio Test -- 1 Introduction -- 2 A Method Inspired by Likelyhood Ratio Test -- 2.1 Likelihood Ratio Test -- 2.2 Similarity Measure -- 2.3 The Proposed Method -- 3 Experimental Analysis -- 3.1 Compared Methods and Their Underlying Graphs -- 3.2 Databases -- 3.3 Quantitative Analysis -- 4 Conclusions and Further Works -- References -- Large Scale Specific Object Recognition by Using GIFTS Image Feature -- 1 Introduction -- 1.1 Related Work -- 2 GIFTS Image Local Feature and KD-Tree -- 2.1 GIFTS Image Feature -- 2.2 KD-Tree -- 3 Large Scale Book Image Query System -- 4 Experimental Results and Considerations -- 4.1 Comparison with ORB -- 5 Conclusions and Future Work -- References -- On Spatiochromatic Features in Natural Images Statistics -- 1 Introduction -- 2 Previous Studies on Spatial and Chromatic Natural Color Image Statistics -- 2.1 Chromatic Redundancy in Natural Images -- 2.2 Spatio-chromatic Redundancy in Natural Images -- 3 Relationship Between Second Order Stationarity and the Decorrelated Spatiochromatic Features of Natural Images -- 3.1 The Gray-Level Case.
3.2 The Color Case -- 4 Validations on a Natural Image Database -- 4.1 c0(R,G,B) and Its Eigenvalues and Eigenvectors -- 4.2 The Exponential Decay of Spatiochromatic Covariance -- 5 Discussion and Perspectives -- References -- Real-Time Foreground Segmentation with Kinect Sensor -- 1 Introduction -- 2 Kinect -- 3 Previous Works -- 4 Foreground Segmentation -- 4.1 ToF Based Segmentation -- 4.2 Kinect Based Segmentation -- 5 Results -- 6 Conclusions -- References -- Hierarchical Image Representation Using Deep Network -- 1 Introduction -- 2 Related Work -- 3 Unsupervised Feature Extraction -- 3.1 Deep Network Architecture -- 3.2 Simulating K-Means in the Network -- 3.3 Hierarchical Bag-of-Words Representation -- 4 Performance Evaluation -- 5 Conclusion -- References -- Fast Image Classification with Reduced Multiclass Support Vector Machines -- 1 Introduction -- 2 Image Classification with Visual Descriptors -- 3 Reducing Multiclass Support Vector Machines -- 4 Experiments -- 5 Related Work on SVM Reduction -- 6 Conclusions and Future Work -- References -- A Gravitational Model for Plant Classification Using Adaxial Epidermis Texture -- 1 Introduction -- 2 A Gravitational System -- 3 Complexity Analysis -- 4 Proposed Feature Vector -- 5 Experiments and Results -- 6 Conclusion -- References -- Adaptive Background Modeling for Land and Water Composition Scenes -- 1 Introduction -- 2 Proposed Background Modeling Algorithm -- 2.1 Land and Water Area Separation -- 2.2 Background Learning Rate Calculation -- 2.3 Accounting for the Influence of Sunrise and Sunset -- 2.4 Background Updating -- 3 Experimental Results -- 3.1 Robustness to Changes in Luminance at Sunrise and Sunset -- 3.2 Robustness to Changes in Tidal Height -- 3.3 Quantitative Performance Evaluation on Real Data -- 4 Conclusions -- References. Enhancing Signal Discontinuities with Shearlets: An Application to Corner Detection -- 1 Introduction -- 2 A Review of the Shearlet Transform -- 3 Detecting Discontinuities with Shearlets -- 4 Corner Detection with Shearlets -- 5 Experimental Results -- 6 Discussion -- References -- Improved Human Gait Recognition -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 3.1 Motivations -- 3.2 Gait Energy Image -- 3.3 Feature Selection Mask -- 3.4 Canonical Discriminat Analysis -- 4 Experiments -- 5 Conclusions -- References -- Human Area Refinement for Human Detection -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 3.1 Basic Ideas -- 3.2 Coarse Foot Position Estimation -- 4 Experiments -- 4.1 Evaluation of Projection Transformation -- 4.2 Evaluation of Refined B-Boxes -- 4.3 Evaluation of Tracking Performance -- 5 Conclusions -- References -- Skeletonization Algorithm Using Discrete Contour Map -- 1 Introduction -- 2 Preliminaries and Notations -- 3 Discrete Contour Map -- 4 Skeletonization Algorithm -- 5 Experimental Results -- 6 Related Work -- 7 Conclusion -- References -- Superpixel and Entropy-Based Multi-atlas Fusion Framework for the Segmentation of X-ray Images -- 1 Introduction -- 2 Proposed Model -- 2.1 Data Set and Multi-atlas Creation -- 2.2 Image Pre-processing -- 2.3 Proposed Multi-atlas Fusion Procedure -- 3 Experimental Results -- 4 Conclusion -- References -- Wavelet-Like Lifting-Based Transform for Decomposing Images in Accordance with the Inter-prediction Principles of Video Coding -- 1 Introduction -- 2 Proposed Principle of Image Analysis-Synthesis -- 3 Adaptive Prediction Mechanisms -- 4 Experimental Evaluation of the HASTD -- 5 Conclusion -- References -- Real-Time Age Estimation from Face Imagery Using Fisher Vectors -- 1 Introduction -- 2 Fast Face Detection and Alignment -- 2.1 Features and Image Pre-processing. 2.2 Face Detection -- 2.3 Face Alignment -- 3 Face Representation -- 4 Large Scale Learning with SGD -- 5 Experimental Results -- 5.1 Timing -- 5.2 Accuracy -- 6 Conclusions -- References -- Bounded Non-Local Means for Fast and Effective Image Denoising -- 1 Introduction and Related Work -- 2 Weighting by a Bounding Function -- 2.1 Original NLM -- 2.2 Proposed Bounded NLM -- 3 Experimental Results -- 4 Concluding Remarks -- References -- i-Street: Detection, Identification, Augmentation of Street Plates in a Touristic Mobile Application -- 1 Introduction -- 2 i-Street Overview -- 3 Text in Scene Images -- 4 Plate Identification -- 5 Image Augmentation -- 6 Requirements and Criticalities -- 7 Lab Tests and Real Usage -- 8 Conclusions -- References -- Distortion Adaptive Descriptors: Extending Gradient-Based Descriptors to Wide Angle Images -- 1 Introduction -- 2 The Distorted Domain -- 2.1 Gradient Estimation of Distorted Images -- 3 Distortion Adaptive Descriptors -- 4 Experimental Settings -- 5 Results -- 6 Conclusion -- References -- Counting Turkish Coins with a Calibrated Camera -- 1 Introduction -- 2 The Proposed Coin Detection and Recognition Method -- 2.1 Bilateral Filtering -- 2.2 Circle Detection and Elimination -- 2.3 Diameter Computation and Coin Classification -- 3 Experimental Results -- 4 Conclusions -- References -- Design and Implementation of a Dynamic Adaptive Video Streaming System with a Buffer Aware Rate Selection Algorithm -- 1 Introduction -- 2 Background and Related Work -- 3 The Proposed Video Streaming System -- 3.1 Encoding Scheme -- 3.2 Dynamic Adaptive Video Streaming System -- 3.3 Throughput Estimation Mechanism -- 3.4 Buffer Aware Rate Selection Algorithm -- 4 Experimental Evaluation -- 5 Conclusion -- References -- Leveraging Mutual Information in Local Descriptions: From Local Binary Patterns to the Image. 1 Introduction -- 2 Local Binary Pattern and Constraint Propagation -- 3 The Directed Constraint Graph -- 4 The Inversion Algorithm -- 5 Results and Discussions -- 6 Conclusions -- References -- Dominant LBP Considering Pattern Type for Facial Image Representation -- 1 Introduction -- 2 The Local Binary Pattern (LBP) -- 2.1 A Brief Overview of LBP -- 2.2 The Angular Difference LBP (AD-LBP) -- 3 Dominant LBP Considering Pattern Type (LBP) -- 3.1 Related Works and Motivation -- 3.2 The Learning Phase -- 3.3 Feature Extracting Phase -- 4 Experiments and Results -- 4.1 Experiments Setting -- 4.2 Experimental Results -- 5 Discussion and Conclusion -- References -- Improving High Resolution Satellite Images Retrieval Using Color Component Features -- 1 Introduction -- 2 Multiscale Opponent Color Descriptors -- 2.1 Opponent Cross-Correlation -- 2.2 Color Features -- 2.3 Feature Extraction -- 3 Bag of Visual Words Model -- 3.1 Features Extraction -- 4 Results and Discussions -- 5 Conclusion -- References -- The QCRI Recognition System for Handwritten Arabic -- 1 Introduction -- 2 Text Line Image Normalization -- 2.1 Baseline Estimation -- 2.2 Slant Correction -- 2.3 Size Normalization -- 2.4 Pen Size Normalization -- 3 Feature Extraction -- 4 Training Procedure -- 5 Experiments -- 5.1 Data Description -- 5.2 Results -- 6 Conclusion -- References -- Optimized Parallel Model of Covariance Based Person Detection -- 1 Introduction -- 2 Person Detection Based on Covariance Descriptor -- 2.1 Features Extraction -- 2.2 First and Second Order Tensors -- 2.3 Covariance Region -- 2.4 The Classifier -- 3 Parallelization Procedure -- 3.1 Kahn Process Networks -- 3.2 The Initial Parallel Model -- The Communication Workload. -- Computation Workload Analysis. -- 3.3 The Optimized Parallel Model -- 4 Conclusion -- References -- Face Recognition from Robust SIFT Matching. 1 Introduction. |
| Record Nr. | UNINA-9910483293903321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
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 | ||
| ||
New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops : 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 : 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. | UNINA-9910483581003321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||