Variational, Geometric, and Level Set Methods in Computer Vision Third International Workshop, VLSM 2005, Beijing, China, October 16, 2005. Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Paragios, Nikos (Επιμελητής έκδοσης), Faugeras, Olivier (Επιμελητής έκδοσης), Chan, Tony (Επιμελητής έκδοσης), Schnörr, Christoph (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2005.
• Σειρά: Lecture Notes in Computer Science, 3752
• Θέματα: Computer science.; Algorithms.; Artificial intelligence.; Computer graphics.; Image processing.; Pattern recognition.; Computer Science.; Image Processing and Computer Vision.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Pattern Recognition.; Artificial Intelligence (incl. Robotics).; Algorithm Analysis and Problem Complexity.; Computer Graphics.

Mathematical methods has been a dominant research path in computational vision leading to a number of areas like ?ltering, segmentation, motion analysis and stereo reconstruction. Within such a branch visual perception tasks can either be addressed through the introduction of application-driven geom...

Πίνακας περιεχομένων:

• A Study of Non-smooth Convex Flow Decomposition
• Denoising Tensors via Lie Group Flows
• Nonlinear Inverse Scale Space Methods for Image Restoration
• Towards PDE-Based Image Compression
• Color Image Deblurring with Impulsive Noise
• Using an Oriented PDE to Repair Image Textures
• Image Cartoon-Texture Decomposition and Feature Selection Using the Total Variation Regularized L 1 Functional
• Structure-Texture Decomposition by a TV-Gabor Model
• From Inpainting to Active Contours
• Sobolev Active Contours
• Advances in Variational Image Segmentation Using AM-FM Models: Regularized Demodulation and Probabilistic Cue Integration
• Entropy Controlled Gauss-Markov Random Measure Field Models for Early Vision
• Global Minimization of the Active Contour Model with TV-Inpainting and Two-Phase Denoising
• Combined Geometric-Texture Image Classification
• Heuristically Driven Front Propagation for Geodesic Paths Extraction
• Trimap Segmentation for Fast and User-Friendly Alpha Matting
• Uncertainty-Driven Non-parametric Knowledge-Based Segmentation: The Corpus Callosum Case
• Dynamical Statistical Shape Priors for Level Set Based Sequence Segmentation
• Non-rigid Shape Comparison of Implicitly-Defined Curves
• Incorporating Rigid Structures in Non-rigid Registration Using Triangular B-Splines
• Geodesic Image Interpolation: Parameterizing and Interpolating Spatiotemporal Images
• A Variational Approach for Object Contour Tracking
• Implicit Free-Form-Deformations for Multi-frame Segmentation and Tracking
• A Surface Reconstruction Method for Highly Noisy Point Clouds
• A C 1 Globally Interpolatory Spline of Arbitrary Topology
• Solving PDEs on Manifolds with Global Conformal Parametriazation
• Fast Marching Method for Generic Shape from Shading
• A Gradient Descent Procedure for Variational Dynamic Surface Problems with Constraints
• Regularization of Mappings Between Implicit Manifolds of Arbitrary Dimension and Codimension
• Lens Distortion Calibration Using Level Sets.