The four-volume set comprising LNCS volumes 3951/3952/3953/3954 constitutes the refereed proceedings of the 9th European Conference on Computer Vision, ECCV 2006, held in Graz, Austria, in May 2006.
The 192 revised papers presented were carefully reviewed and selected from a total of 811 papers submitted. The four books cover the entire range of current issues in computer vision. The papers are organized in topical sections on recognition, statistical models and visual learning, 3D reconstruction and multi-view geometry, energy minimization, tracking and motion, segmentation, shape from X, visual tracking, face detection and recognition, illumination and reflectance modeling, and low-level vision, segmentation and grouping.
Author(s): Jamie Shotton, John Winn, Carsten Rother, Antonio Criminisi (auth.), Aleš Leonardis, Horst Bischof, Axel Pinz (eds.)
Series: Lecture Notes in Computer Science 3951 : Image Processing, Computer Vision, Pattern Recognition, and Graphics
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2006
Language: English
Pages: 639
Tags: Image Processing and Computer Vision; Pattern Recognition; Computer Graphics; Artificial Intelligence (incl. Robotics)
Front Matter....Pages -
TextonBoost : Joint Appearance, Shape and Context Modeling for Multi-class Object Recognition and Segmentation....Pages 1-15
Weakly Supervised Learning of Part-Based Spatial Models for Visual Object Recognition....Pages 16-29
Hyperfeatures – Multilevel Local Coding for Visual Recognition....Pages 30-43
Riemannian Manifold Learning for Nonlinear Dimensionality Reduction....Pages 44-55
Controlling Sparseness in Non-negative Tensor Factorization....Pages 56-67
Conditional Infomax Learning: An Integrated Framework for Feature Extraction and Fusion....Pages 68-82
Degen Generalized Cylinders and Their Properties....Pages 83-94
Geodesics Between 3D Closed Curves Using Path-Straightening....Pages 95-106
Robust Homography Estimation from Planar Contours Based on Convexity....Pages 107-120
Detecting Instances of Shape Classes That Exhibit Variable Structure....Pages 121-134
Direct Solutions for Computing Cylinders from Minimal Sets of 3D Points....Pages 135-146
Estimation of Multiple Periodic Motions from Video....Pages 147-159
Robust Multi-body Motion Tracking Using Commute Time Clustering....Pages 160-173
A Tuned Eigenspace Technique for Articulated Motion Recognition....Pages 174-185
Real-Time Non-rigid Shape Recovery Via Active Appearance Models for Augmented Reality....Pages 186-197
A Fluid Motion Estimator for Schlieren Image Velocimetry....Pages 198-210
Bilateral Filtering-Based Optical Flow Estimation with Occlusion Detection....Pages 211-224
Geometry and Kinematics with Uncertain Data....Pages 225-237
Euclidean Structure from N ≥ 2 Parallel Circles: Theory and Algorithms....Pages 238-252
Overconstrained Linear Estimation of Radial Distortion and Multi-view Geometry....Pages 253-264
Subspace Estimation Using Projection Based M-Estimators over Grassmann Manifolds....Pages 301-312
Learning 2 D Hand Shapes Using the Topology Preservation Model GNG....Pages 313-324
Towards Optimal Training of Cascaded Detectors....Pages 325-337
Learning and Incorporating Top-Down Cues in Image Segmentation....Pages 338-351
Learning to Detect Objects of Many Classes Using Binary Classifiers....Pages 352-364
A Unifying Framework for Mutual Information Methods for Use in Non-linear Optimisation....Pages 365-378
Random Walks, Constrained Multiple Hypothesis Testing and Image Enhancement....Pages 379-390
From Tensor-Driven Diffusion to Anisotropic Wavelet Shrinkage....Pages 391-403
SURF: Speeded Up Robust Features....Pages 404-417
Top-Points as Interest Points for Image Matching....Pages 418-429
Machine Learning for High-Speed Corner Detection....Pages 430-443
Smooth Image Segmentation by Nonparametric Bayesian Inference....Pages 444-457
Shape Analysis and Fuzzy Control for 3D Competitive Segmentation of Brain Structures with Level Sets....Pages 458-470
Variational Motion Segmentation with Level Sets....Pages 471-483
Ellipse Fitting with Hyperaccuracy....Pages 484-495
A Physically-Motivated Deformable Model Based on Fluid Dynamics....Pages 496-507
Video and Image Bayesian Demosaicing with a Two Color Image Prior....Pages 508-521
Camera Calibration with Two Arbitrary Coaxial Circles....Pages 265-276
Molding Face Shapes by Example....Pages 277-288
Reconstruction of Canal Surfaces from Single Images Under Exact Perspective....Pages 289-300
Generalized Multi-sensor Planning....Pages 522-535
Variational Shape and Reflectance Estimation Under Changing Light and Viewpoints....Pages 536-549
Specularity Removal in Images and Videos: A PDE Approach....Pages 550-563
Carved Visual Hulls for Image-Based Modeling....Pages 564-577
What Is the Range of Surface Reconstructions from a Gradient Field?....Pages 578-591
Practical Global Optimization for Multiview Geometry....Pages 592-605
Perspective n -View Multibody Structure-and-Motion Through Model Selection....Pages 606-619
Confocal Stereo....Pages 620-634
Back Matter....Pages -
