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Handbook of Mathematical Models in Computer Vision
Visual perception refers to the ability of understanding the visual information that is provided by the environment. Such a mechanism integrates several human abilities and was studied by many researchers with different scientific origins including philosophy, physiology, biology, neurobiology, math...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor Corporativo: | |
| Otros Autores: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New York, NY :
Springer US : Imprint: Springer,
2006.
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| Edición: | 1st ed. 2006. |
| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- Image Reconstruction
- Diffusion Filters and Wavelets: What Can They Learn from Each Other?
- Total Variation Image Restoration: Overview and Recent Developments
- PDE-Based Image and Surface Inpainting
- Boundary Exraction, Segmentation and Grouping
- Levelings: Theory and Practice
- Graph Cuts in Vision and Graphics: Theories and Applications
- Minimal Paths and Fast Marching Methods for Image Analysis
- Integrating Shape and Texture in DeformabIe Models: from Hybrid Methods to Metamorphs
- Variational Segmentation with Shape Priors
- Curve Propagation, Level Set Methods and Grouping
- On a Stochastic Model of Geometric Snakes
- Shape Modeling & Registration
- Invariant Processing and Occlusion Resistant Recognition of Planar Shapes
- Planar Shape Analysis and Its Applications in Image-Based Inferences
- Diffeomorphic Point Matching
- Uncertainty-Driven, Point-Based Image Registration
- Motion Analysis, Optical Flow & Tracking
- Optical Flow Estimation
- From Bayes to PDEs in Image Warping
- Image Alignment and Stitching
- Visual Tracking: A Short Research Roadmap
- Shape Gradient for Image and Video Segmentation
- Model-Based Human Motion Capture
- Modeling Dynamic Scenes: An Overview of Dynamic Textures
- 3D from Images, Projective Geometry & Stereo Reconstruction
- Differential Geometry from the Frenet Point of View: Boundary Detection, Stereo, Texture and Color
- Shape From Shading
- 3D from Image Sequences: Calibration, Motion and Shape Recovery
- Multi-view Reconstruction of Static and Dynamic Scenes
- Graph Cut Algorithms for Binocular Stereo with Occlusions
- Modelling Non-Rigid Dynamic Scenes from Multi-View Image Sequences
- Applications: Medical Image Analysis
- Interactive Graph-Based Segmentation Methods in Cardiovascular Imaging
- 3D Active Shape and Appearance Models in Cardiac Image Analysis
- Characterization of Diffusion Anisotropy in DWI
- Segmentation of Diffusion Tensor Images
- Variational Approaches to the Estimation, Regularizatinn and Segmentation of Diffusion Tensor Images
- An Introduction to Statistical Methods of Medical Image Registration.