Computer Vision/Computer Graphics Collaboration Techniques
5th International Conference, MIRAGE 2011, Rocquencourt, France, October 10-11, 2011. Proceedings
Published on 12. October 2011
XII, 287 pages
978-3-642-24136-9 (ISBN)
Description
This book constitutes the refereed proceedings of the 5th International Conference on Computer Vision/Computer Graphics Collaboration Techniques, MIRAGE 2011, held in Rocquencourt, France, in October 2011. The 23 full papers presented were carefully reviewed and selected from numerous submissions. The papers cover a wide range of topics with focus on Computer Vision/Computer Graphics Collaboration Techniques involving image analysis/synthesis approaches especially concerning theoretical, computational, experimental or industrial aspects of model-based image analysis and image-based model synthesis.
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André Gagalowicz | Wilfried Philips
Computer Vision/Computer Graphics Collaboration Techniques
5th International Conference, MIRAGE 2011, Rocquencourt, France, October 10-11, 2011. Proceedings
Book
09/2011
Springer
€53.49
Shipment within 7-9 days
Content
- Title
- Preface
- Organization
- Table of Contents
- Bundle Adjustment for Stereoscopic 3D
- Introduction
- Related Work
- Structure-from-Motion
- Camera Model
- Bundle Adjustment
- Results
- Conclusion and Future Work
- References
- 3D Modeling of Haussmannian Facades
- Introduction
- Related Work
- Organization of This Paper
- Haussmannnian Facade and Its Reconstruction Pipeline
- Haussmannian Facade Image Characteristics
- Pipeline
- Data Pre-processing
- Data Acquisition
- Pre-processing
- Facade Geometry and Texture Extraction
- 2D Facade Analysis
- 3D Depth Estimation
- Shape Prior and Facade 3D Geometry
- Texture Extraction
- Facade Reconstruction
- CGA Grammar-Based Reconstruction
- Reconstruction by Analysis-Synthesis
- Results and Conclusion
- References
- Lung Cancer Detection from Thoracic CT Scans Using 3-D Deformable Models Based on Statistical Anatomical Analysis
- Introduction
- 3-D Deformable Object Models
- Combination Models of Nodules and Blood Vessels
- Statistical Anatomical Modeling of Blood Vessels in Lungs
- Observation Models
- Sum of Absolute Distance
- Mutual Information and Normalized Mutual Information
- L0-norm
- Recognition of Nodules and Blood Vessels Based on MAP Estimation
- Experimental Results
- Construction of Distribution Models of Pulmonary Blood Vessels
- Performance Comparison
- Conclusion
- References
- An Evaluation on Estimators for Stochastic and Heuristic Based Cost Functions Using the Epipolar-Constraint
- Introduction
- Essential Matrix Estimation
- Epipolar Constraint Optimization Using Stochastic or Heuristic Estimators
- Experimental Investigations
- Conclusion
- References
- Facial Movement Based Recognition
- Introduction
- Background and Related Work
- AAM and GP-LVM Framework
- Obtaining Tracking Data Using AAMs
- Normalising Shape Data for GP-LVM Use
- Decoupling Global Head Motion
- Classification of Individual Facial Dynamics Using GP-LVM
- Experiments and Results
- Baseline Test
- Smile Experiment
- Emotional Talking Experiment
- Conclusion and Future Work
- References
- Towards Temporally-Coherent Video Matting
- Introduction
- Related Work
- Limitations of Previous Approaches
- Inaccurate and Inconsistent Trimaps
- Weak Temporal Constraints
- Our Approach
- System Framework
- Adaptive Trimap Propagation
- The Temporal Matte Filter
- Results and Comparisons
- Conclusion
- References
- Leaf Segmentation and Tracking Using Probabilistic Parametric Active Contours
- Introduction
- Active Contours
- Snakes
- Optimization
- Probabilistic Active Contours
- Framework
- Internal Probability
- External Probability
- Optimization
- Results
- Discussion and Conclusion
- References
- Gallbladder Segmentation from 2-D Ultrasound Images Using Active Contour Models and Gradient Vector Flow
- Introduction
- Delineating the Contour in a USG Gallbladder Image
- Active Contour Method
- Membrane Model
- Motion Equation Model
- Gradient Vector Flow Snake
- Gallbladder Segmentation in a US Image
- Completed Experiments and Selected Research Results
- Summary and Further Research Directions
- References
- Multi-view Alpha Matte for Free Viewpoint Rendering
- Introduction
- Alpha Matting Background
- Free Viewpoint Rendering Background
- Modeling Transparency
- Multi-view Alpha Estimation
- Sample Collection
- Sample Assembly
- Alpha Estimation
- Alpha Smoothing
- Noise Considerations
- Free Viewpoint Rendering
- Results
- Alpha Maps
- Free Viewpoint Rendering
- Conclusions
- References
- Using Spatially Distributed Patterns for Multiple View Camera Calibration
- Introduction
- Camera Calibration
- Pattern Identification and Point Extraction
- Connection Graph Generation
- Camera Parameter Estimation
- Results
- Synthetic Ground Truth Example
- Real-World Ground Truth Example
- Application Example
- Conclusion
- References
- Optimal Gabor Filters and Haralick Features for the Industrial Polarization Imaging
- Introduction
- Proposed Method
- Polarization-Based Image Enhancement Principle
- The Gabor Filters
- Image Enhancement with Gabor Filters
- The Texture Analysis Approach
- Considered Image Processing Chain
- Laboratory Set-Up and Reference Database
- Experimental Results
- Classification and Feature Selection
- Result Interpretation
- Conclusion
- References
- Joint Histogram Modelling for Segmentation Multiple Sclerosis Lesions
- Introduction
- Overview of the Proposed Segmentation Model
- Initial MS Lesions Region in Joint Histogram
- MS Lesions Area Extraction in the Histogram
- MS Lesions Slices Recognition
- False Positive Reduction
- Experimental Results
- Conclusion and Future Work
- References
- Surface Reconstruction of Scenes Using a Catadioptric Camera
- Introduction
- Geometry Estimation
- Catadioptric Camera
- Matching
- Geometry Initialization
- Geometry Refinement
- Surface Estimation
- From 3d Delaunay Triangulation to Surface Estimation
- 3d Delaunay
- Ray-Tracing
- Manifold Extraction by Region Growing
- Post-Processing
- Experiments
- Conclusion
- References
- Creating Chinkin Works in the Virtual Space
- Introduction
- Overview of the Real Chinkin Technique
- Outline of Virtual Sculpting
- Virtual Carving
- Virtual Painting
- Implementing Virtual Chinkin
- The Subori Process
- The Kin-Ire Process
- The Shiage Process
- Point-Based Rendering for Virtual Sculptures
- Experiments
- Implementation
- Results
- Discussion
- Conclusion
- References
- Real-Time Multi-view Human Motion Tracking Using 3D Model and Latency Tolerant Parallel Particle Swarm Optimization
- Introduction
- Relevant Work
- 3D Body Model and Cost Function
- Latency Tolerant Parallel PSO for Object Tracking
- Experimental Results
- Conclusions
- References
- Snap Image Composition
- Introduction
- Editing as Graph Labeling
- User Constraints
- The Smoothness Constraint
- Relaxation in Energy Minimization
- Hierarchical Solution for Graph Labeling
- Experimental Results
- Conclusion and Discussion
- References
- Towards the Automatic Generation of 3D Photo-Realistic Avatars Using 3D Scanned Data
- Context and Related Works
- Virtual Try-on Applications
- Related Works
- Our System
- Point Cloud Analysis
- Pose Adjustment
- Vertex Position Optimization
- Implementation, Results and Future Works
- References
- Content Based Image Retrieval Using Visual-Words Distribution Entropy
- Introduction
- Spatial Distribution Information
- Visual Words Distribution Entropy
- Annular Visual Words Histogram
- Experimental Results
- Database Details
- Similarity Measure
- Performance Evaluation
- Results
- Conclusions
- References
- Video Summarization Using a Self-Growing and Self-Organized Neural Gas Network
- Introduction
- Compact Composite Descriptors
- Bag of Visual Words
- Self-Growing and Self-Organized Neural Gas Network
- Implementation- Method Overview
- Experimental Results
- Conclusions
- References
- Real-Time Upper-Body Human Pose Estimation Using a Depth Camera
- Introduction
- Overview of the Entire System
- Depth Camera
- Foreground Segmentation
- Haar Cascade Based Detection
- Template Matching Based Tracking
- Stick Human Body Model
- Limbs Fitting
- Experimental Results
- Conclusions
- References
- Image Matting with Transductive Inference
- Introduction
- Related Work
- Transductive vs. Inductive Matting
- The Algorithm
- Optimization Formulation
- Kernel Functions
- Estimation of i and "705Ei
- Iterative Refinement
- Link with Other Approaches
- Evaluations and Comparisons
- Conclusion
- References
- A New Buckling Model for Cloth Simulation
- Introduction
- Related Work
- Buckling Model for Cloth Simulation
- Buckling Strategy
- Buckling Model Incorporated in the Collision Handling
- Numerical Integration and Dynamics
- Implicit Collision Handling
- In-Plane Incompressible Constraint
- Linear Complementarity Formulation
- Mixed Linear Complementarity Problem Solver
- Results and Discussion
- Conclusion and Future Work
- References
- A Public System for Image Based 3D Model Generation
- Introduction
- Previous Work
- Reconstruction Pipeline
- Camera Parameter Retrieval
- Obtaining the Sensor Width
- Retrieval Results
- View Selection for Mesh Generation
- Algorithm
- Results
- Mesh Generation
- Depth Maps to Model
- Results
- Conclusion
- References
- A Novel Approach to Image Assessment by Seeking Unification of Subjective and Objective Criteria Based on Supervised Learning
- Introduction
- Characteristic and Limitation of Single Objective Assessment Criteria
- The Mapping between Feature Space of Multiple Objective Criteria and Experts' Subjective Assessment Criteria
- Learning Algorithm for Constructing Evaluator System
- Experiments
- Dataset
- Experimental Results and Analysis
- Conclusions
- References
- Author Index
