
Computer Vision, Imaging and Computer Graphics. Theory and Applications
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Content
- Intro
- Title
- Preface
- Organization
- Table of Contents
- Invited Papers
- Vision-Realistic Rendering: Simulation of the Scanned Foveal Image with Elimination of Artifacts due to Occlusion and Discretization
- Introduction
- Optometry and Ophthalmology Motivation
- Previous and Related Work
- Shack-Hartmann Device
- Algorithm
- Constructing the Object Space Point Spread Function
- Fitting a Wavefront Surface to Aberrometry Data
- Rendering Steps
- Elimination of Artifacts Due to Occlusion and Discretization
- Object Identification as a Solution for Image Space Artifacts
- Edge Detection Technique for Object Identification
- Adjacent Pixel Difference Technique for Object Identification
- Sample Images
- Validation
- Conclusions and Future Work
- References
- Fisher Vectors: Beyond Bag-of-Visual-Words Image Representations
- Introduction
- Image Representations
- Image Categorization with FV
- Image Retrieval
- Other Applications
- Conclusions
- References
- Part I Computer Vision Theory and Applications (VISAPP)
- Decoding 1-D Barcode from Degraded Images Using a Neural Network
- Introduction
- Identification and Decoding Techniques
- Image Restoration
- Barcodes Decoding
- The Proposed Method
- Experiments
- Conclusions
- References
- Perspective Two-Frame-Theory for Shape Recovery under Turntable Motion
- Introduction
- First Order Quasi-linear PDE
- Boundary Condition
- Experiments
- Experiment with Synthetic Model
- Experiment with Real Images
- Conclusions
- References
- Expanding the Local Binary Pattern to Multispectral Images Using Total Orderings
- Introduction
- Local Multispectral Binary Pattern
- Local Binary Pattern
- Total Orderings in Rn
- The LMBP Operator
- Results
- Multispectral Texture Information
- LMBP vs. Another Multispectral Texture Definition
- Conclusions
- References
- A Deformable Model for Bringing Particles in Focus
- Introduction
- Motivation
- Related Work
- Contribution
- Method
- Experiments
- Discussion
- Conclusions
- References
- AutomaticWood Log Segmentation Using Graph Cuts
- Introduction
- Related Work
- Problem Discussion
- Our Approach
- Our Novel Approach for Fore- and Background Extraction
- Graph-Cut and Weight Setting
- Results
- Conclusions and Future Work
- References
- Image Block Error Recovery Using Adaptive Patch_Based Inpainting
- Introduction
- The Framework
- The Framework
- Recovery Order
- Patch-Based Inpainting
- Combination Strategy
- Experiments and Results
- Implementation Details
- Comparison Results
- Conclusions
- References
- On Euclidean Metric Approximation via Graph Cuts
- Introduction
- Cut Metrics
- Proposed Euclidean Metric Approximation
- 2D Grids
- 3D Grids
- Experimental Results
- Approximation Error
- Applications to Image Segmentation
- Conclusions
- References
- Gabor-Like Image Filtering for Transient Feature Detection and Global Energy Estimation Applied to Multi-expression Classification
- Introduction
- Holistic and Feature Based Processing
- Holistic Face Processing for Emotional Segment Detection
- Feature-Based Processing of Emotional Segments
- Numerical to Symbolic Conversion of Facial Feature Behavior
- TBM Belief Modeling
- Belief Modeling
- Temporal Information
- Beliefs Fusion
- Performances and Classification Results
- Performances of Emotional Segment Detection
- Performances of Transient Features Detection
- Performances of Facial Expression Classification
- Conclusions
- References
- Adaptive Segmentation of Particles and Cells for Fluorescent Microscope Imaging
- Introduction
- Related Work
- Detection of Particles
- Cell Segmentation
- Introduction to Snakes
- Region Homogeneity Criterium
- Snake Coupling
- Cascaded Active Contours
- Results
- Image Data
- Segmentation Results
- Conclusions
- References
- Improving Ventricle Detection in 3-D Cardiac Multislice Computerized Tomography Images
- Introduction
- Related Work
- Purpose
- Method
- Dataset
- Hough Transform Based Seed Localization
- Unsupervised Segmentation
- Results
- Conclusions
- References
- Part II Imaging Theory and Applications (IMAGAPP)
- Closing the Gap: From Planning to Intervention in Cardiology
- Introduction
- Related Work
- Application Workflow
- Methods
- Image Processing
- Registration Method
- Parallelization
- Results
- Discussion
- Conclusions
- References
- Part III Computer Graphics Theory and Applications (GRAPP)
- Data-Driven Progressive Mesh Compression Using Associated Properties
- Introduction
- Related Work
- Progressive Mesh Compression
- Property Compression
- Data-Driven Compression
- Our Data-Driven Framework
- Data-Driven Cell Splitting
- Distance and Average Functions
- Plane Coding
- Results
- Rate/Distortion
- Perceptive Evaluation
- Other Properties
- Conclusions
- References
- Interactive Rigid Body Dynamics Using a Projected Gauss-Seidel Subspace Minimization Method
- Introduction
- Previous Work
- The Nonlinear Complementarity Problem Formulation
- The Projected Gauss-Seidel Method
- The Projected Gauss-Seidel Subspace Minimization Method
- Determining Index Sets
- Posing the Reduced Problem
- The Complete Algorithm
- Experiments
- Stability Improvements
- Conclusions
- References
- Change-Point Detection on the Lie Group SE(3)
- Introduction
- Discussions and Related Works
- The Lie Group SE(3) and the Lie Algebra se(3)
- General Overview of Lie Groups
- The Special Euclidean Group SE(3)
- Proposed Method for Detecting Change-Point
- Overview of the Method
- Transformation between SE(3) and se(3)
- Application of the Mean Filter
- Change-Point Detection
- Results
- Synthetic Data
- Real Data
- Conclusions
- References
- Slab-Based Raycasting: Exploiting GPU Computing for Volume Visualization
- Introduction
- Related Work
- Raycasting with CUDA
- CUDA Architecture
- Accelerating Raycasting
- Basic Raycasting
- Slab-Based Raycasting
- Approach
- CUDA Implementation
- Results
- Testing Methodology
- Basic Raycaster
- Slab-Based Raycaster
- Discussion
- Conclusions
- References
- Non-linear Particle Systems for Scalable Simulation of Deformable Models
- Introduction
- Related Work
- Proposed Method
- Full Cubic Force
- Constraint Based Force Parameterization
- Time Integration
- Damping
- Experimental Results
- Conclusions
- References
- Photon Differentials in Space and Time
- Introduction
- Temporal Photon Differentials
- The Temporal Radiance Estimate
- Results
- Conclusions
- References
- Part IV Information Visualization Theory and Applications (IVAPP)
- Improving Audio Information Visualization by Showing Melodic Content
- Introduction
- Related Work
- Proposed Method
- Evaluation
- Results
- Conclusions
- References
- ZoomTree: Unrestricted Zoom Paths in Multiscale Visual Analysis of Relational Databases
- Introduction
- Related Work
- Multi-dimensional Dataset Visualization
- Data Cubes
- System Architecture
- Visual Interface
- Schema Based Subcube Selection
- Table Based Overview
- Zoom Trees for Detail Visualization
- Query Formation
- Query Formalism
- Query Generation
- Server-Side Algorithms
- Graphics Processors
- H-tree Structures
- Online Cubing
- Online Clustering for Plot Charts
- Performance
- Usability Evaluation
- Methods and Procedure
- Results and Observations
- Conclusions
- References
- Author Index
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