Image Analysis and Processing -- ICIAP 2011

Name: Image Analysis and Processing -- ICIAP 2011 | 16th International Conference, Ravenna, Italy, September 14-16, 2011, Proceedings, Part II
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16th International Conference, Ravenna, Italy, September 14-16, 2011, Proceedings, Part II

Giuseppe Maino Gian Luca Foresti(Editor)

Springer (Publisher)

Published on 15. September 2011

XXIII, 500 pages

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978-3-642-24088-1 (ISBN)

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Content

Title
Preface
Organization
Table of Contents
Image and Video Analysis and Processing
A Visual Blindspot Monitoring System for Safe Lane Changes
Introduction
Blindspot Car Detection and Tracking
Application and Results
Conclusion
References
Extracting Noise Elements while Preserving Edges in Spatial Domain
Introduction
Principle of the Method
Estimation of Singular Points
Continuous Wavelet Transform
Lipschitz Exponent
Reconstruction
Results and Discussion
Comparative Analysis
Conclusion
References
Automatic Human Action Recognition in Videos by Graph Embedding
Introduction and Related Work
A Brief Recall of Graph Embedding
Graph Embedding
Prototype Selector
Methodology
Graph Building
Posture Selection
Prototype Selection
Feature Vector
Experiments
KTH Action Dataset
Experimental Set-Up and Results
Discussion
Conclusions and Future Work
References
Human Action Recognition by Extracting Features from Negative Space
Introduction
The Proposed System
Long Shadow Elimination
Speed and Bounding Box Computation
Region Partitioning
Pose Description and Matching
Distance between Sequences
Experimental Results
Conclusion
References
Edge-Directed Image Interpolation Using Color Gradient Information
Introduction
Gradient Based Grayscale Image Interpolation
Gradient Based Color Image Interpolation
Improvement of Color Image Interpolation by the Gradient Based Method
Color Basic Edges
Results
Conclusion
References
Path Analysis in Multiple-Target Video Sequences
Introduction
Related Work
Multiple-Target Tracking
Path Analysis
Experimental Results
Conclusions
References
Statistical Multisensor Image Segmentation in Complex Wavelet Domains
Introduction
Initial Texture Segmentation
Multiscale Image Segmentaion
Statistical Region Merging
Experimental Results and Discussions
Conclusions and Future Work
References
Activity Discovery Using Compressed Suffix Trees
Introduction
Compressed Suffix Tree
CST Clustering
Clustering Performance Analysis
Results
Conclusion
References
A Continuous Learning in a Changing Environment
Introduction
Theoretical Background
Selection Algorithms
Face Recognition System: An Example
Face Recognition System in a Dynamical Environment
Experimental Results
Conclusion
References
Human-Computer Interaction through Time-of-Flight and RGB Cameras
Introduction
Time-of-Flight Cameras
Previous Works
Feature Detection and Interaction
Foreground Segmentation
Hand Recognition
Interaction with Keyboard/Numeric Pad
Experimental Results
Conclusions
References
Handling Complex Events in Surveillance Tasks
Introduction
Framework Architecture
Embedding Domain Knowledge
Test Application
Low-Level Module
Reasoning Module
Experimental Results
Conclusions
References
Face Analysis Using Curve Edge Maps
Introduction
Curve Segmentation
Curve Edge Map Matching
Curve Coefficients Classification
Curve Intensity Histograms
Histograms of Relative Positions in CEM
Applications with Face CEM
Face Tracking
Face Recognition
Facial Feature Detection
Results
Conclusion
References
Statistical Patch-Based Observation for Single Object Tracking
Introduction
Statistical Patch-Based Observation (SPBO)
Generate Possible Patches
Patch matching
Position Smoothing
Size Smoothing
Results and Discussion
Conclusion
References
Exploiting Depth Information for Indoor-Outdoor Scene Classification
Introduction
Related Works on Indoor-Outdoor Classification
Depth Map Estimation
Feature Extraction from Depth Maps
Experimental Evaluation
Experimental Setup
Results and Discussion
Conclusions and Future Work
References
A Multiple Component Matching Framework for Person Re-identification
Introduction
Background and Previous Works
Multiple Component Learning
Previous Works on Person Re-identification
A Framework for Person Re-identification
A Method for Person Re-identification Based on MCM
Experimental Results
Conclusions and Future Work
References
Improving Retake Detection by Adding Motion Feature
Introduction
Framework Overview
Feature Extraction
Finding All Repeated Sub-Sequences
Forming Takes and Scenes
Experiments
Conclusions
References
RDVideo: A New Lossless Video Codec on GPU
Introduction
Relative Distance Video Codec (RDVideo)
Relative Distance Algorithm (RDA)
RDVideo Codec
CUDA Parallel Implementation
CUDA Specifications
RDVideo on CUDA
Experimental Results
Execution Times
Conclusions
References
A New Algorithm for Image Segmentation via Watershed Transformation
Introduction
Watershed Transformation
The Suggested Method
First Phase
Second Phase
Experimental Results
Concluding Remarks
References
Supervised Learning Based Stereo Matching Using Neural Tree
Introduction
Features and Attributes Extraction
Proposed Classifier: Balanced Neural Tree
Experimental Results
Conclusions
References
Pre-emptive Camera Activation for Video-Surveillance HCI
Introduction
System Description
Trajectory Analysis
HCI Module Definition
Stream Activation
Stream Organisation
Data Display
Experimental Results
Conclusions
References
Space-Time Zernike Moments and Pyramid Kernel Descriptors for Action Classification
Introduction and Related Works
Space-Time Zernike Moments
Pyramid Kernel Descriptors
Action Classification
Experimental Results
Conclusions
References
A Low Complexity Motion Segmentation Based on Semantic Representation of Encoded Video Streams
Introduction
Encoded Video Stream Model
Motion Segmentation Based on Semantic Description
Spatial Segmentation
Temporal Segmentation
Experimental Results
Conclusion and Future Developments
References
Audio-Video Analysis of Musical Expressive Intentions
Introduction
Perceptual Experiments
Material
Method
Results
Video Analysis
Conclusions
References
Image Segmentation Using Normalized Cuts and Efficient Graph-Based Segmentation
Introduction
Graph Theoretical Segmentation Methods
Normalized Cuts Segmentation
Efficient Graph-Based Segmentation
Our Approach
Experimental Results
Conclusion
References
Applications
Stability Analysis of Static Signatures for Automatic Signature Verification
Introduction
Analysis of Stability in Static Signatures
Stability-Based Signature Verification
Experimental Results
Conclusion
References
Segmentation Strategy of Handwritten Connected Digits (SSHCD)
Introduction
Segmentation Method
Segmentation Based on the Interconnection Points
Segmentation Strategy of Connected Digits
Recognition and Verification
Experimental Results
Conclusion and Future Work
References
An Experimental Comparison of Different Methods for Combining Biometric Identification Systems
Introduction
The Considered Fusion Methods
Fusion Approaches at Score-Level
Fusion Approaches at Rank-Level
Fusion Approaches at Hybrid Rank-Score Level
Fusion Approaches at Decision-Level
Experimental Results
Datasets
Results
Conclusions and Future Work
References
Using Geometric Constraints to Solve the Point Correspondence Problem in Fringe Projection Based 3D Measuring Systems
Introduction
Model and Approach
Situation and Model
Approach for Obtaining Unique Correspondences
Realization of the Method
Experiments and Results
Summary, Discussion, and Outlook
References
Retrospective Illumination Correction of Greyscale Historical Aerial Photos
Introduction
Main Methods
Other Approaches
Luminance Mapping
The Proposed Method
Results
Conclusions
References
Multibeam Echosounder Simulator Applying Noise Generator for the Purpose of Sea Bottom Visualisation
Introduction
Multibeam Echosounder and Its Simulation
Research Procedure
Results
Application of Obtained Results in the Echosounder Simulator
Conclusions
References
Automatic Segmentation of Digital Orthopantomograms for Forensic Human Identification
Introduction
Existing Segmentation Methods
Description of the Proposed Method
Preliminary Steps
Separating the Upper and Lower Jaw
Localization of the Areas between the Necks of Teeth
Removing the Areas Below the Roots of Teeth
Results and Discussion
Summary and Conclusions
References
Common Scab Detection on Potatoes Using an Infrared Hyperspectral Imaging System
Introduction
Image Acquisition System
Experiment
Segmentation
Feature Extraction
Feature Selection
Classification Algorithms
Classification Evaluation Procedure
Affected Surface Measurement
Results and Discussion
Conclusions
References
Automatic Template Labeling in Extensible Multiagent Biometric Systems
Introduction
Our Method
Bus localization
Line Number Localization
Reading the Number
Experimental Results
Bus Detection and Localization
Recognition of Bus Line Number
Conclusions and Future Work
References
The Use of High-Pass Filters and the Inpainting Method to Clouds Removal and Their Impact on Satellite Images Classification
Introduction
Methodology
Cloud and Shadow Detection
Image Opening
Homomorphic Filter
Inpainting
Algorithm of the Proposed Method
Results and Discussions
Conclusion
References
Hybrid Filter Based Simultaneous Localization and Mapping for a Mobile Robot
Introduction
Related Algorithms for SLAM
Multi Layer Perceptron Neural Network
Unscented Kalman Filter
SLAM Algorithm Using Hybrid Filter
Time Update (Predict)
The Measurement Update (Correct)
Simulations
Navigation on Rectangular Map
Conclusions
References
Mitotic HEp-2 Cells Recognition under Class Skew
Introduction
Classification
Classification Methods for Skewed Datasets
Recognition Approach
Data Set and Features Extraction
Results
Conclusions
References
Error Compensation by Sensor Re-calibration in Fringe Projection Based Optical 3D Stereo Scanners
Introduction
Measuring Principles
Phasogrammetry
Stereo Vision and Epipolar Geometry
Camera Calibration
Fringe Projection Based 3D Stereo Scanners
Situation
Stability of the Measurement
Approach of Error Compensation
Simulation and Correction Model
Correction Approaches
Selection of the Parameters
Pure Determination of the Epipolar Line Error
Determination of the Scaling Error
Determination of the Correction Parameters
Selection of the Correction Strategy
Results
Analysis of Thermic Behaviour
Detection of Mechanic Influences
Weight Optimization
Summary, Discussion, and Outlook
References
Advanced Safety Sensor for Gate Automation
Introduction
The Algorithm
Virtual Sensors
Gate Leafs detection
Obstacle Detection
Results
Conclusion and Future Works
References
Using Blood Vessels Location Information in Optic Disk Segmentation
Introduction
Preprocessing
Active Contour Models
Obtaining the Optic Disk Boundary
Results and Concluding Remarks
References
Orthophotoplan Segmentation and Colorimetric Invariants for Roof Detection
Introduction
Image Segmentation
Colorimetric Invariants
Watershed Algorithm
Experimental Results
Conclusion
References
A Simulation Framework to Assess Pattern Matching Algorithms in a Space Mission
Introduction
Previous Work
The Method
The Surface Features Considered
Image Generation
Results
Synthetic Image Generation
Feature Tracking
Conclusion
References
A Novel T-CAD Framework to Support Medical Image Analysis and Reconstruction
Introduction
The T-CAD Framework Architecture
The Region Based Algorithm
The Textural Image Filters
Case Study: Brain
NMR Encephalic Mass Identificator
Mathematical Reconstruction
Experimental Results
Conclusions
References
Fast Vision-Based Road Tunnel Detection
Introduction
Algorithm Description
Main Execution Flow
Validation Algorithm for OUT and IN States
Validation Algorithm for ENTRANCE State
Validation Algorithm for EXIT State
Results
Problematic Cases
Conclusions
References
A New Dissimilarity Measure for Clustering Seismic Signals
Introduction
Dissimilarities Definitions
Evaluation of a Dissimilarity Measure
Experimental Results
Results on Bursts Dataset
Results on Palermo Earthquake Dataset
Conclusion and Future Work
References
Character Segmentation for License Plate Recognition by K-Means Algorithm
Introduction
Review on Image Segmentation
License Plate Detection
Character Segmentation of License Plates
Character Height Estimation of License Plates
Character Width Estimation of License Plates
K-Means Algorithm Based Accurate Character Segmentation
Experiential Results and Comparison
Conclusions
References
A Video Grammar-Based Approach for TV News Localization and Intra-structure Identification in TV Streams
Introduction
Motivation and Grammar Concept
A Priori Knowledge Extraction and Modeling
Descriptors Extraction
Identification Descriptors
Intra-segmentation Descriptors: Case of TV News
Grammar of TV News Programs
Conclusion
References
Multispectral Imaging and Digital Restoration for Paintings Documentation
Introduction
The Virgin with Child of Pietro Lianori
Multispectral Imaging and Processing
Results and Conclusions
References
Virtual Reality Models for the Preservation of the Unesco Historical and Artistical Heritage
Introduction
Mtskheta Short History and Cultural Heritage
Mtskheta Virtual World
Vectorial GIS Supporting 3D Virtual Reality Models
Conclusions and Perspective Work
References
Image Processing and a Virtual Restoration Hypothesis for Mosaics and Their Cartoons
Introduction
Three-Dimensional Laser Scanning of Mosaics
Virtual Restoration of Mosaics Cartoons
References
Author Index

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Image Analysis and Processing -- ICIAP 2011

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