New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops

Name: 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
Brand: Springer
Price: 53.49 EUR
Availability: OnlineOnly

ICIAP 2015 International Workshops, BioFor, CTMR, RHEUMA, ISCA, MADiMa, SBMI, and QoEM, Genoa, Italy, September 7-8, 2015, Proceedings

Vittorio Murino Enrico Puppo Diego Sona Marco Cristani Carlo Sansone(Editor)

Springer (Publisher)

Published on 20. August 2015

XXVII, 599 pages

E-Book

PDF with digital watermarking

System requirements

978-3-319-23222-5 (ISBN)

€53.49incl. 7% vat

System requirements

for PDF with digital watermarking

E-Book Single Licence

Available for download

Description

More details

Other editions

Content

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
3 Adopted Method
4 The Proposed CAE System
5 Simulation Resu ults
6 Conclusion
References
Analytical Method and Research of Uyghur Language Chunks Based on Digital Forensics
1 Introduction
2 Definition of Chunk and Establishment of Language Database
2.1 Definition and Division Principles of Chunk
Definition 1:
2.2 Formulation of Uyghur Language Chunk Tag Set
2.3 Construction of Uyghur Language Chunking Corpus
3 Chunk Analysis Algorithm Based on Statistical Learning Model
3.1 Description on Relevant issues of Chunk Analysis
3.2 Research and Analysis on Chunk Analysis Methods
3.3 Establishment of Characteristic Space
3.4 Establishment of Synonym Mark Database
4 Test and Analysis
4.1 Feature Selection
4.2 Cross Validation Test
5 Conclusion
References
CLICK TEATRO Project: Augmented Reality and Promotion of Theater Events
1 Introduction
2 Augmented Reality: An Overview
3 CLICK TEATRO System
4 Augmented Rea ality and CLICK TEATRO
5 Evaluation of System's Usability
6 Conclusion
References
A Marker-Based Image Processing Method for Detecting Available Parking Slots from UAVs
1 Introduction
2 Parking Status Recognition
3 Parking Markers Detection
3.1 Implemented Procedure
Reference Marker Data Import.
Image Acquisition and Se egmentation.
Edge Detection and Shape Contours.
Morphological Processing.
Object Warping.
Profile Extraction.
Profile Matching.
References
Crosswalk Recognition Through Point-Cloud Processing and Deep-Learning Suited to a Wearable Mobility Aid for the Visually Impaired
1 Introduction and Related Work
2 Overview of the Wearable Mobility Aid
3 Proposed Crosswalk Recognition Approach
3.1 Head Pose Estimation and Image Refinement
3.2 CNN Architecture for Crosswalk Recognition
4 Experimental Results
5 Conclusions
References
Early Diagnosis of Neurodegenerative Diseases by Handwritten Signature Analysis
1 Introduction
2 The Sigma-Lognormal Model
3 Alzheimer Pre-diagnosis System Experimental Results
µ
D
4 Experimental Results
5 Conclusions
References
A New Context-Aware Computing Method for Urban Safety
1 Introduction
2 Context Modeling
2.1 Context Information
2.2 Positive Contextual Objects in Urban Safety
2.3 Negative Contextual Objects in Urban Safety
2.4 Contextual Effects in Urban Safety
3 Context Aware Computing for Safety Prediction
3.1 Context Extraction
3.2 Context Aware Urb ban Safety Metric
4 Experimental Results
5 Conclusions
References
MADiMa 2015 - 1st International Workshop on Multimedia Assisted Dietary Management
Estimating the Nutrient Content of Commercial Foods from their Label Using Numerical Optimization
1 Introduction
2 Step 1: Nutrient Content Estimation Using Approximate Ingredient Amounts
2.1 Estimating Ingredient Amounts Based on an Approximate Inverse Recipe Method
3 Step 2: Nutrient Content Estimate Refinement Using Simplex Algorithm
4 Numerical Experiment: Application to Phenylalanine (Phe) Content Estimation
5 Summary and Conclusions
References
The Use of Temporal Information in Food Image Analysis
1 Introduction
2 Food Image Analysis
2.1 Image Acquisition and User Feedback
2.2 Image Segmentation and Food Identification
3 Temporal Context
3.1 Recursive Bayesian Model
3.2 Decision Fusion
4 Experimental Results
5 Conclusions
References
Tastes and Textures Estimation of Foods Based on the Analysis of Its Ingredients List and Image
1 Introduction
2 Tastes Estimation Method
2.1 Training Step
2.2 Estimation Step
3 Experiments
3.1 Tastes Estimation Experiments
3.2 Application to Textures Estimation
4 Conclusion
References
Food Recognition and Leftover Estimation for Daily Diet Monitoring
1 Introduction
2 Proposed System
2.1 Food Recognition
2.2 Leftover Estimation
3 Experiments
4 Conclusions
References
Mobile Computing and Artificial Intelligence for Diet Management
1 Introduction
2 A Cloud Architecture for Diet Management
3 AI for Diet Management
3.1 NLP for Recipe Analysis
3.2 Reasoning over Recipes and Diet
3.3 Motivating with NLG
4 Conclusions
References
Highly Accurate Food/Non-Food Image Classification Based on a Deep Convolutional Neural Network
1 Introduction
2 Related Work
3 CNN-Based Approach to Food/Non-Food Classification
4 Datasets
4.1 Instagram-#Food Dataset (IFD)
4.2 Food-101/Caltech-256 Dataset (FCD)
5 Experiment
5.1 Instagram Food/Non-Food Dataset (IFD)
Ground truth : food Ground truth : non-food
5.2 Food-101/Caltech-256 Dataset (FCD)
5.3 Dataset Used in [4]
round truth : food round truth : non-food
Method Accuracy
99.1±0.81%
5.4 Cross Dataset Evaluation
Experiment Accuracy
6.
Ground truth : food Ground truth : non-food
5.5 Fine-Tune Model vs. from-Scratch for Cross Dataset Evaluation
91.5%
6 Conclusion
References
A Printer Indexing System for Color Calibration with Applications in Dietary Assessment
1 Introduction
2 Color Correction and Printer Indexing
2.1 Color Correction
2.2 Printer Indexing System
2.3 Error Control Using Binarized Marks
3 Experimental Results
4 Conclusion
References
Food Object Recognition Using a Mobile Device: State of the Art
1 Introduction
2 Methods
2.1 Comparisons of Applications
2.2 The Applications
3 Review of Applications
3.1 Joutou and Yanai, 2009
3.2 Puri et al., 2009
3.3 Kong and Tan, 2012
3.4 Rahman et al., 2012
3.5 Kawano and Yanai, 2013
3.6 Anthimopoulos et al., 2013
3.7 Pouladzadeh, Shirmohammadi and Arici, 2013
4 Conclusions and Discussion
References
On the Exploitation of One Class Classification to Distinguish Food Vs Non-Food Images
1 Introduction and Motivation
2 Proposed Method
3 Experimental Settings and Results
4 Conclusion
References
Food Recognition Using Consensus Vocabularies
1 Introduction and Motivation
2 Consensus Vocabularies
3 Experimental Results
4 Conclusions and Future Works
References
Using Small Checkerboards as Size Reference: A Model-Based Approach
1 Introduction
2 Method
2.1 Locating the Checkerboard
2.2 Corners Detection
3 Experimental Results
4 Conclusions and Future Works
References
Fractal Nature of Chewing Sounds
1 Introduction
2 Fractal Dimension of Chewing Sounds
3 Designing a Detection Algorithm
4 Experiments
5 Conclusions
References
Objective and Subjective Meal Registration via a Smartphone Application
1 Introduction
2 Related Work
3 Methods
3.1 Objective Meal Registration
3.2 Subjective Meal Registration
3.3 User Feedback
4 Usability Evaluation
4.1 Usability Evaluation Protocol and Questionnaire
4.2 Analysis of Usability Evaluation Results
5 Conclusions
References
Towards an Engaging Mobile Food Record for Teenagers
1 Introduction
2 The PEGASO System
3 From Calories to Target Behaviours
4 User Experience Design
5 Conclusion
References
MANGO - Mobile Augmented Reality with Functional Eating Guidance and Food Awareness
1 Introduction
2 Related Work
3 Functional Eating Dietary Concept
4 Mobile Augmented Reality and Information System
4.1 Food Recognition Methodology
5 Experimental Results
6 Conclusion
References
Dish Detection and Segmentation for Dietary Assessment on Smartphones
1 Introduction
2 Proposed Metho ods
2.1 Dish Detection
2.2 Segmentation
Automatic Segmentation.
Semi-automatic Segmenta ation.
3 Experimental R Results
3.1 Data and Experime ental Setup
3.2 Results
Dish Detection.
Segmentation.
4 Conclusion
References
FooDD: Food Detection Dataset for Calorie Measurement Using Food Images
1 Introduction
2 Related Work
3 Food Recognition
4 Dataset Collection
4.1 Camera
4.2 Lighting
4.3 Shooting Angle
4.4 White Plate
4.5 Thumb
4.6 Single and Mixed F Food
4.7 Food Item Types
5 Experimental Results
6 Dataset Availab bility and Format
7 Conclusion
References
CNN-Based Food Image Segmentation Without Pixel-Wise Annotation
1 Introduction
2 Proposed Method
2.1 Selective Search
2.2 Bounding Box Grouping
2.3 Saliency Maps by Back Propagation over Trained DCNN
2.4 Segmentation by GrabCut
3 Experiments
3.1 Food Detection Evaluation
3.2 Evaluation on Pascal VOC 2007 Detection Task
4 Conclusions
References
Food Recognition for Dietary Assessment Using Deep Convolutional Neural Networks
1 Introduction
2 Methods
2.1 Convolutional Neural Networks
2.2 System Description
Preprocessing.
Network Training.
Food Recognition.
3 Experimental Setup and Results
3.1 Experimental Setup
3.2 Results
4 Conclusions
References
SBMI 2015 - Scene Background Modeling and Initialization
Towards Benchmarking Scene Background Initialization
1 Introduction
2 Sequences
3 Metrics
4 Experimental Results and Comparisons
5 Concluding Remarks and Future Perspectives
References
Simple Median-Based Method for Stationary Background Generation Using Background Subtraction Algorithms
1 Introduction
2 Proposed Method
2.1 Related Work
3 Experiments and Results
3.1 Background Subtraction Algorithms
3.2 The Metrics Used to Assess the Estimated Background Images
3.3 Results
4 Conclusion
References
Multi-modal Background Model Initialization
1 Introduction
2 Related Work
3 IMBS Background Model Initialization
4 Experimental Results
5 Summary and Conclusions
References
Background Modeling by Weightless Neural Networks
1 Introduction
2 The WiSARDrp Weightless Neural Model
3 The BGWiS Approach to Background Modeling
4 BGWiS Experiment Settings and Results
5 Conclusions
References
BMTDL for Scene Modeling on the SBI Dataset
1 Introduction
2 A Review of the BMTDL Algorithm
2.1 1-Dictionary Learning
2.2 The Background Modeling Procedure
3 Experimental Results
4 Discussion
References
Comparison of Matrix Completion Algorithms for Background Initialization in Videos
1 Introduction
2 Joint Motion Detection and Frame Selection
3 Matrix Completion
4 Experimental Results
5 Conclusion
References
Real-Time Implementation of Background Modelling Algorithms in FPGA Devices
1 Introduction
1.1 FPGA Devices
1.2 FPGA Logic Design Methodology
2 Background Modelling Implemented in FPGA
2.1 The General Scheme
2.2 Implemented Algorithms
2.3 Evaluation on the SBI Dataset
3 Summary
References
A Perfect Estimation of a Background Image Does Not Lead to a Perfect Background Subtraction: Analysis of the Upper Bound on the Performance
1 Introduction
2 The Traditional Processing Pipeline of BGS Algorithms
3 Methodology
4 Results and Discussion
5 Conclusion
References
Nonlinear Background Filter to Improve Pedestrian Detection
1 Introduction
2 Methodology
2.1 Motion History Image
2.2 Motion-guided Filtering
3 Experiments and Results
3.1 Setup
3.2 Results
4 Conclusion
References
QoEM 2015 - Workshop on Image and Video Processing for Quality of Multimedia Experience
Full-Reference SSIM Metric for Video Quality Assessment with Saliency-Based Features
1 Introduction
2 The Salient Model
3 Salient-Based SS SIM
4 Experimental Results
5 Conclusion
References
Video Quality Assessment for Mobile Devices on Mobile Devices
1 Introduction
2 Background and Related Work
3 Methodology
3.1 Test Set
4 Experiment and Results
5 Conclusions and Future Work
References
An Efficient SIMD Implementation of the H.265 Decoder for Mobile Architecture
1 Introduction
2 SIMD Implementation
2.1 Deblocking Filter
2.2 SAO Filter
2.3 Motion Compensation
3 Results
4 Conclusions and Future Work
References
Kinematics Analysis Multimedia System for Rehabilitation
1 Introduction
2 Proposed System
2.1 Preparation
2.2 Tracking
3 Visual Analysis
4 Experimental Results and Discussion
5 Conclusion
References
Evaluation of Signal Processing Methods for Attention Assessment in Visual Content Interaction
1 Introduction
2 Background
3 Methods
4 Results and Discussion
References
Why You Trust in Visual Saliency
1 Introduction
2 Visual Saliency Estimation
3 Metrics
3.1 Considered Metrics
4 Results
4.1 Saliency Map Accu uracy
4.2 Effect of Noise
4.3 Effect of Compression
5 Conclusions and Future Works
References
Author Index

System requirements

Save as PDF Copy link into clipboard

Schweitzer Fachinformationen

New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops

Description

More details

Other editions

Additional editions

Content

System requirements