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

• Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015
• Edizione: 1st ed. 2015.
• Descrizione fisica: 1 online resource (XXVII, 599 p. 221 illus.)
• Disciplina: 004
• 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)
• Persona (resp. second.): MurinoVittorio; PuppoEnrico; SonaDiego; CristaniMarco; SansoneCarlo
• Note generali: Bibliographic Level Mode of Issuance: Monograph
• 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.
• Sommario/riassunto: This book constitutes the refereed proceedings of seven workshops held at the 18th International Conference on Image Analysis and Processing, ICIAP 2015, in Genoa, Italy, in September 2015: International Workshop on Recent Advances in Digital Security: Biometrics and Forensics, BioFor 2015; International Workshop on Color in Texture and Material Recognition, CTMR 2015; International Workshop on Medical Imaging in Rheumatology: Advanced applications for the analysis of in ammation and damage in the rheumatoid Joint, RHEUMA 2015; International Workshop on Image-Based Smart City Application, ISCA 2015; International Workshop on Multimedia Assisted Dietary Management, MADiMa 2015; International Workshop on Scene Background Modeling and initialization, SBMI 2015; and International Workshop on Image and Video Processing for Quality of Multimedia Experience, QoEM 2015.
• Titolo autorizzato: New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops
• ISBN: 3-319-23222-3
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 996200363603316
• Lo trovi qui: Univ. di Salerno
• Serie: Image Processing, Computer Vision, Pattern Recognition, and Graphics ; ; 9281