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Biblioteca

MARC Lista (tabellare)
Algorithmic advances in Riemannian geometry and applications : for machine learning, computer vision, statistics, and optimization / / edited by Hà Quang Minh, Vittorio Murino
Algorithmic advances in Riemannian geometry and applications : for machine learning, computer vision, statistics, and optimization / / edited by Hà Quang Minh, Vittorio Murino
Edizione [1st ed. 2016.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016
Descrizione fisica 1 online resource (XIV, 208 p. 55 illus., 51 illus. in color.)
Disciplina 516.373
Collana Advances in Computer Vision and Pattern Recognition
Soggetto topico Pattern recognition
Computational intelligence
Statistics 
Computer science—Mathematics
Computer mathematics
Artificial intelligence
Mathematical statistics
Pattern Recognition
Computational Intelligence
Statistics and Computing/Statistics Programs
Mathematical Applications in Computer Science
Artificial Intelligence
Probability and Statistics in Computer Science
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Introduction -- Bayesian Statistical Shape Analysis on the Manifold of Diffeomorphisms -- Sampling Constrained Probability Distributions using Spherical Augmentation -- Geometric Optimization in Machine Learning -- Positive Definite Matrices: Data Representation and Applications to Computer Vision -- From Covariance Matrices to Covariance Operators: Data Representation from Finite to Infinite-Dimensional Settings -- Dictionary Learning on Grassmann Manifolds -- Regression on Lie Groups and its Application to Affine Motion Tracking -- An Elastic Riemannian Framework for Shape Analysis of Curves and Tree-Like Structures.
Record Nr. UNINA-9910255014703321
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Computational Approaches for Human-Human and Human-Robot Social Interactions
Computational Approaches for Human-Human and Human-Robot Social Interactions
Autore Murino Vittorio
Pubbl/distr/stampa Frontiers Media SA, 2020
Descrizione fisica 1 electronic resource (149 p.)
Soggetto topico Civil engineering, surveying & building
Soggetto non controllato human-human interaction
human robot interaction (HRI)
machine learning
computational approaches
social interactions
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910557670303321
Murino Vittorio  
Frontiers Media SA, 2020
Materiale a stampa
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Computer Vision -- ECCV 2012. Workshops and Demonstrations [[electronic resource] ] : Florence, Italy, October 7-13, 2012, Proceedings, Part II / / edited by Andrea Fusiello, Vittorio Murino, Rita Cucchiara
Computer Vision -- ECCV 2012. Workshops and Demonstrations [[electronic resource] ] : Florence, Italy, October 7-13, 2012, Proceedings, Part II / / edited by Andrea Fusiello, Vittorio Murino, Rita Cucchiara
Edizione [1st ed. 2012.]
Pubbl/distr/stampa Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012
Descrizione fisica 1 online resource (XXII, 611 p. 323 illus.)
Disciplina 006.6
006.37
Collana Image Processing, Computer Vision, Pattern Recognition, and Graphics
Soggetto topico Optical data processing
Pattern recognition
Artificial intelligence
Algorithms
Computer graphics
Application software
Image Processing and Computer Vision
Pattern Recognition
Artificial Intelligence
Algorithm Analysis and Problem Complexity
Computer Graphics
Information Systems Applications (incl. Internet)
ISBN 3-642-33868-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto High Accuracy TOF and Stereo Sensor Fusion at Interactive Rates -- A Modular Framework for 2D/3D and Multi-modal Segmentation with Joint Super-Resolution -- Real-Time Plane Segmentation and Obstacle Detection of 3D Point Clouds for Indoor Scenes -- Combining Textural and Geometrical Descriptors for Scene Recognition -- Human-Centric Indoor Environment Modeling from Depth Videos -- Human Daily Action Analysis with Multi-view and Color-Depth Data -- Viewpoint Invariant Matching via Developable Surfaces -- A Unified Energy Minimization Framework for Model Fitting in Depth -- Object Recognition Robust to Imperfect Depth Data -- 3D Object Detection with Multiple Kinects -- Unsolved Problems in Optical Flow and Stereo Estimation Combining Monocular Geometric Cues with Traditional Stereo Cues for Consumer Camera Stereo -- Quality Assessment of Non-dense Image Correspondences -- A Complete Confidence Framework for Optical Flow -- An Improved Stereo Matching Algorithm with Ground Plane and Temporal Smoothness Constraints -- On the Evaluation of Scene Flow Estimation -- Analysis of KITTI Data for Stereo Analysis with Stereo Confidence Measures -- Lessons and Insights from Creating a Synthetic Optical Flow Benchmark -- What’s in a Face? Modeling and Detection of Wrinkles in Aging Human Faces Using Marked Point Processes -- How Does Aging Affect Facial Components? -- Spatio-Temporal Multifeature for Facial Analysis -- The Role of Facial Regions in Evaluating Social Dimensions -- Illumination Normalization Using Self-lighting Ratios for 3D2D Face Recognition -- Robust Learning from Normals for 3D Face Recognition -- Coupled Marginal Fisher Analysis for Low-Resolution Face Recognition -- Exploring Bag of Words Architectures in the Facial Expression Domain -- Kernel Conditional Ordinal Random Fields for Temporal Segmentation of Facial Action Units -- Exploring the Facial Expression Perception-Production Link Using Real-Time Automated Facial Expression Recognition -- Understanding Critical Factors in Appearance-Based Gender Categorization -- Facial Landmarking: Comparing Automatic Landmarking Methods with Applications in Soft Biometrics -- Periocular Recognition Using Retinotopic Sampling and Gabor Decomposition -- Exploiting Perception for Face Analysis: Image Abstraction for Head Pose Estimation -- Complex Bingham Distribution for Facial Feature Detection -- Estimating Surface Normals from Spherical Stokes Reflectance Fields -- Base Materials for Photometric Stereo -- Robust Luminance and Chromaticity for Matte Regression in Polynomial Texture Mapping -- Illuminant Estimation from Projections on the Planckian Locus -- Lighting Estimation in Indoor Environments from Low-Quality Images -- Color Constancy Using Single Colors -- An Effective Method for Illumination-Invariant Representation of Color Images -- Specularity, the Zeta-image, and Information-Theoretic Illuminant Estimation -- Robust Estimation of Pigment Distributions from Multiband Skin Images and Its Application to Realistic Skin Image Synthesis -- A Fisheye Camera System for Polarisation Detection on UAVs -- Time-Lapse Image Fusion -- HDR Imaging under Non-uniform Blurring -- Semantic Image Segmentation Using Visible and Near-Infrared Channels -- Utilization of False Color Images in Shadow Detection -- High Information Rate and Efficient Color Barcode Decoding -- Uzawa Block Relaxation Methods for Color Image Restoration -- Technology: From Earth to Mars Monocular Rear-View Obstacle Detection Using Residual Flow -- Subtraction-Based Forward Obstacle Detection Using Illumination Insensitive Feature for Driving-Support -- Adaptive Visual Obstacle Detection for Mobile Robots Using Monocular Camera and Ultrasonic Sensor -- Data-Driven Vehicle Identification by Image Matching -- A Vision-Based Navigation Facility for Planetary Entry Descent Landing -- CYKLS: Detect Pedestrian’s Dart Focusing on an Appearance Change -- Pose-Invariant Face Recognition in Videos for Human-Machine Interaction -- Hierarchical Properties of Multi-resolution Optical Flow Computation -- Semantic Road Segmentation via Multi-scale Ensembles of Learned Features -- Monocular Visual Odometry and Dense 3D Reconstruction for On-Road Vehicles.
Record Nr. UNISA-996466187503316
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012
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Lo trovi qui: Univ. di Salerno
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Computer Vision -- ECCV 2012. Workshops and Demonstrations [[electronic resource] ] : Florence, Italy, October 7-13, 2012, Proceedings, Part I / / edited by Andrea Fusiello, Vittorio Murino, Rita Cucchiara
Computer Vision -- ECCV 2012. Workshops and Demonstrations [[electronic resource] ] : Florence, Italy, October 7-13, 2012, Proceedings, Part I / / edited by Andrea Fusiello, Vittorio Murino, Rita Cucchiara
Edizione [1st ed. 2012.]
Pubbl/distr/stampa Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012
Descrizione fisica 1 online resource (XXII, 611 p. 276 illus.)
Disciplina 006.6
006.37
Collana Image Processing, Computer Vision, Pattern Recognition, and Graphics
Soggetto topico Optical data processing
Pattern recognition
Artificial intelligence
Algorithms
Computer graphics
Application software
Image Processing and Computer Vision
Pattern Recognition
Artificial Intelligence
Algorithm Analysis and Problem Complexity
Computer Graphics
Information Systems Applications (incl. Internet)
ISBN 3-642-33863-1
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Putting the Pieces Together: Regularized Multi-part Shape Matching -- Combined Motion Estimation and Reconstruction in Tomography -- 3D Object Classification Using Scale Invariant Heat Kernels with Collaborative Classification -- 3D Facial Landmark Localization Using Combinatorial Search and Shape Regression -- Statistical Shape Analysis for Population Studies via Level-Set Based Shape Morphing -- Group-Valued Regularization for Analysis of Articulated Motion -- Drawing an Automatic Sketch of Deformable Objects Using Only a Few Images -- Superfaces: A Super-Resolution Model for 3D Faces -- Stable Spectral Mesh Filtering -- Analytical Dynamic Programming Matching -- Correspondences of Persistent Feature Points on Near-Isometric Surfaces -- 3D Reconstruction of Non-Rigid Surfaces in Real-Time Using Wedge Elements -- Schrödinger Diffusion for Shape Analysis with Texture -- Anchored Deformable Face Ensemble Alignment -- Multiple Object Tracking via Prediction and Filtering with a Sobolev-Type Metric on Curves -- Facial Model Fitting Based on Perturbation Learning and It’s Evaluation on Challenging Real-World Diversities Images -- Adaptive Rendering for Large-Scale Skyline Characterization and Matching -- Ultra-wide Baseline Facade Matching for Geo-localization -- A Memory Efficient Discriminative Approach for Location Aided Recognition -- Web-Scale Vision and Social Media Weakly Supervised Learning of Object Segmentations from Web-Scale Video -- Classifier Ensemble Recommendation -- Towards Exhaustive Pairwise Matching in Large Image Collections -- Large Vocabularies for Keypoint-Based Representation and Matching of Image Patches -- Linearized Smooth Additive Classifiers -- Ask’nSeek: A New Game for Object Detection and Labeling -- Learning to Match Images in Large-Scale Collections -- Efficient Mining of Repetitions in Large-Scale TV Streams with Product Quantization Hashing -- An Efficient Parallel Strategy for Matching Visual Self-similarities in Large Image Databases -- Atomic Action Features: A New Feature for Action Recognition -- Spatio-temporal SIFT and Its Application to Human Action Classification -- Statistics of Pairwise Co-occurring Local Spatio-temporal Features for Human Action Recognition -- Visual Code-Sentences: A New Video Representation Based on Image Descriptor Sequences -- Action Recognition Robust to Background Clutter by Using Stereo Vision -- Recognizing Actions across Cameras by Exploring the Correlated Subspace -- Chinese Shadow Puppetry with an Interactive Interface Using the Kinect Sensor -- Group Dynamics and Multimodal Interaction Modeling Using a Smart Digital Signage -- Automated Textual Descriptions for a Wide Range of Video Events with 48 Human Actions -- Learning Implicit Transfer for Person Re-identification -- Person Re-identification: What Features Are Important? -- Towards Person Identification and Re-identification with Attributes -- Local Descriptors Encoded by Fisher Vectors for Person Re-identification -- Re-identification of Pedestrians in Crowds Using Dynamic Time Warping -- Re-identification with RGB-D Sensors -- Identity Inference: Generalizing Person Re-identification Scenarios -- A General Method for Appearance-Based People Search Based on Textual Queries -- Biological and Computer Vision Interfaces (BCVI) Lessons from the Primate Visual System -- Neural Mechanisms for Form and Motion Detection and Integration: Biology Meets Machine Vision -- Neural Fields Models of Visual Areas: Principles, Successes, and Caveats -- Visual Cortex as a General-Purpose Information-Processing Device -- Reading Out the Synaptic Echoes of Low-Level Perception in V1 -- Learning Invariant Feature Hierarchies -- Fun with Asynchronous Vision Sensors and Processing -- Spike-Based Image Processing: Can We Reproduce Biological Vision in Hardware? -- Where Computer Vision Meets Art (VISART) PHOG-Derived Aesthetic Measures Applied to Color Photographs of Artworks, Natural Scenes and Objects -- Wehrli 2.0 : An Algorithm for “Tidying up Art” -- Feature Vector Definition for a Decision Tree Based Craquelure Identification in Old Paintings -- Computer-Aided Reclamation of Lost Art -- Evaluation of Digital Inpainting Quality in the Context of Artwork Restoration -- Shaping Art with Art: Morphological Analysis for Investigating Artistic Reproductions -- Artificial Mosaics with Irregular Tiles Based on Gradient Vector Flow -- Identification of Illustrators -- Locally Consistent ToF and Stereo Data Fusion.
Record Nr. UNISA-996466188403316
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012
Materiale a stampa
Lo trovi qui: Univ. di Salerno
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Computer Vision -- ECCV 2012. Workshops and Demonstrations [[electronic resource] ] : Florence, Italy, October 7-13, 2012, Proceedings, Part III / / edited by Andrea Fusiello, Vittorio Murino, Rita Cucchiara
Computer Vision -- ECCV 2012. Workshops and Demonstrations [[electronic resource] ] : Florence, Italy, October 7-13, 2012, Proceedings, Part III / / edited by Andrea Fusiello, Vittorio Murino, Rita Cucchiara
Edizione [1st ed. 2012.]
Pubbl/distr/stampa Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012
Descrizione fisica 1 online resource (XXIV, 684 p. 325 illus.)
Disciplina 006.6
006.37
Collana Image Processing, Computer Vision, Pattern Recognition, and Graphics
Soggetto topico Optical data processing
Pattern recognition
Artificial intelligence
Algorithms
Computer graphics
Application software
Image Processing and Computer Vision
Pattern Recognition
Artificial Intelligence
Algorithm Analysis and Problem Complexity
Computer Graphics
Information Systems Applications (incl. Internet)
ISBN 3-642-33885-2
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Pixels, Stixels, and Objects -- Fast Stixel Computation for Fast Pedestrian Detection -- Second Workshop on Parts and Attributes Discovering a Lexicon of Parts and Attributes -- How Important Are “Deformable Parts” in the Deformable Parts Model? -- Bounding Part Scores for Rapid Detection with Deformable Part Models -- Learning Compact Visual Attributes for Large-Scale Image Classification -- Unsupervised Learning of Discriminative Relative Visual Attributes -- Retrieval of Tracked Events and Motion in Imagery Streams (ARTEMIS 2012) A Method for Online Analysis of Structured Processes Using Bayesian Filters and Echo State Networks -- Monocular Camera Fall Detection System Exploiting 3D Measures: A Semi-supervised Learning Approach -- Person Identification Using Full-Body Motion and Anthropometric Biometrics from Kinect Videos -- Spatio-temporal Video Representation with Locality-Constrained Linear Coding -- Real Time Detection of Social Interactions in Surveillance Video -- Towards Space-Time Semantics in Two Frames -- SuperFloxels: A Mid-level Representation for Video Sequences -- Relative Camera Localisation in Non-overlapping Camera Networks Using Multiple Trajectories -- Detecting Interesting Events Using Unsupervised Density Ratio Estimation -- Destination Flow for Crowd Simulation -- 3D Rotation Invariant Decomposition of Motion Signals -- Learn to Move: Activity Specific Motion Models for Tracking by Detection -- Flow Counting Using Realboosted Multi-sized Window Detectors -- Dynamic Markov Random Field Model for Visual Tracking -- Mode Seeking with an Adaptive Distance Measure -- Constrained Clustering with Local Constraint Propagation -- Occlusion Handling in Video Segmentation via Predictive Feedback -- Pose Estimation in Still Images Collective Activity Localization with Contextual Spatial Pyramid -- Viewpoint Invariant Collective Activity Recognition with Relative Action Context -- On Recognizing Actions in Still Images via Multiple Features -- Higher-Order Models and Global Constraints in Computer Vision Tighter Relaxations for Higher-Order Models Based on Generalized Roof Duality -- Approximate Envelope Minimization for Curvature Regularity -- Byung-soo Kim, Min Sun, Pushmeet Kohli, and Silvio Savarese Submodular Relaxation for MRFs with High-Order Potentials -- Adjacency Matrix Construction Using Sparse Coding for Label Propagation -- Climbing: A Unified Approach for Global Constraints on Hierarchical Segmentation -- Information Fusion in Computer Vision for Concept Recognition Hierarchical Late Fusion for Concept Detection in Videos -- Fast and Adaptive Deep Fusion Learning for Detecting Visual Objects -- Hybrid Pooling Fusion in the BoW Pipeline -- Joint Sparsity-Based Robust Multimodal Biometrics Recognition -- GPS-Based Multi-viewpoint Integration for Anticipative Scene Analysis -- Fusion of Speech, Faces and Text for Person Identification in TV Broadcast -- Explicit Performance Metric Optimization for Fusion-Based Video Retrieval -- Unsupervised Classemes -- A Benchmarking Campaign for the Multimodal Detection of Violent Scenes in Movies -- A Selective Weighted Late Fusion for Visual Concept Recognition -- Fusion of Multiple Visual Cues for Visual Saliency Extraction from Wearable Camera Settings with Strong Motion -- Enhancing Semantic Features with Compositional Analysis for Scene Recognition -- Object Reading: Text Recognition for Object Recognition -- Bayesian Multimodal Fusion in Forensic Applications -- 2.5D Sensing Technologies in Motion: The Quest for 3D (QU3ST) Noise Modelling and Uncertainty Propagation for TOF Sensors -- Single Color One-Shot Scan Using Topology Information -- View Planning Approach for Automatic 3D Digitization of Unknown Objects -- Depth Enhancement by Fusion for Passive and Active Sensing -- 2.1 Depth Estimation of Frames in Image Sequences Using Motion Occlusions -- Joint Spatio-temporal Depth Features Fusion Framework for 3D Structure Estimation in Urban Environment -- A Virtual Environment Tool for Benchmarking Face Analysis Systems -- An Open Source Framework for Standardized Comparisons of Face Recognition Algorithms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 547 Manuel G¨unther, Roy Wallace, and S´ebastien Marcel Adaptive Registration for Occlusion Robust 3D Face Recognition . . . . . . 557 Nese Alyuz, Berk Gokberk, and Lale Akarun Robust and Computationally Efficient Face Detection Using Gaussian Derivative Features of Higher Orders -- Multi-view Facial Expression Recognition Analysis with Generic Sparse Coding Feature . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 578 Usman Tariq, Jianchao Yang, and Thomas S. Huang ECCV Demonstrations Real-Time Image Registration of RGB Webcams and Colorless 3D Time-of-Flight Cameras -- Technical Demonstration on Model Based Training, Detection and Pose Estimation of Texture-Less 3D Objects in Heavily Cluttered Scenes -- FaceHugger: The ALIEN Tracker Applied to Faces -- INTAIRACT: Joint Hand Gesture and Fingertip Classification for Touchless Interaction -- Fast and Precise Template Matching Based on Oriented Gradients -- Object Categorization Based on a Supervised Mean Shift Algorithm -- 3D Gesture Touchless Control Based on Real-Time Stereo Matching -- A Real-Time Scene Text to Speech System -- Face-Based Illuminant Estimation -- Object-Layout-Aware Image Retrieval for Personal Album Management -- A Human vs. Machine Challenge in Fashion Color Classification -- Understanding Road Scenes Using Visual Cues and GPS Information -- The Leiden Augmented Reality System (LARS) -- Prosemantic Image Retrieval -- LZM in Action: Realtime Face Recognition System -- Using 3D Models for Real-Time Facial Feature Tracking, Pose Estimation, and Expression Monitoring -- Instant Scene Recognition on Mobile Platform -- Adasens Advanced Driver Assistance Systems Live Demo -- Real-Time 3D Motion Capture by Monocular Vision and Virtual Rendering -- A Tai Chi Training System Based on Fast Skeleton Matching Algorithm -- Emotion Mirror: A Novel Intervention for Autism Based on Real-Time Expression Recognition -- Unsupervised Activity Analysis and Monitoring Algorithms for Effective Surveillance Systems.
Record Nr. UNISA-996466190403316
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2012
Materiale a stampa
Lo trovi qui: Univ. di Salerno
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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
Opac: Controlla la disponibilità qui
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
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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
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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
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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
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