Robust regression and outlier detection
Robust regression and outlier detection
Shape and motion from image streams under orthography: a factorization method
International Journal of Computer Vision
A Paraperspective Factorization Method for Shape and Motion Recovery
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multibody Grouping from Motion Images
International Journal of Computer Vision
A Multibody Factorization Method for Independently Moving Objects
International Journal of Computer Vision
Robust detection of degenerate configurations while estimating the fundamental matrix
Computer Vision and Image Understanding
Statistical Optimization for Geometric Computation: Theory and Practice
Statistical Optimization for Geometric Computation: Theory and Practice
Geotensity Constraint for 3D Surface Reconstruction under Multiple Light Sources
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
State of the art on automatic road extraction for GIS update: a novel classification
Pattern Recognition Letters
Uncertainty Modeling and Model Selection for Geometric Inference
IEEE Transactions on Pattern Analysis and Machine Intelligence
Two-View Multibody Structure from Motion
International Journal of Computer Vision
Parametric model-based motion segmentation using surface selection criterion
Computer Vision and Image Understanding
A Unified Algebraic Approach to 2-D and 3-D Motion Segmentation and Estimation
Journal of Mathematical Imaging and Vision
Incorporating non-motion cues into 3D motion segmentation
Computer Vision and Image Understanding
A comparative study of model selection criteria for computer vision applications
Image and Vision Computing
Spectral Curvature Clustering (SCC)
International Journal of Computer Vision
Detecting Incorrect Feature Tracking by Affine Space Fitting
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Uncalibrated Factorization Using a Variable Symmetric Affine Camera
IEICE - Transactions on Information and Systems
Parametric model-based motion segmentation using surface selection criterion
Computer Vision and Image Understanding
Convex optimization for nonrigid stereo reconstruction
IEEE Transactions on Image Processing
International Journal of Computer Vision
Motion segmentation with missing data using power factorization and GPCA
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Incorporating non-motion cues into 3d motion segmentation
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Hybrid Linear Modeling via Local Best-Fit Flats
International Journal of Computer Vision
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We first present an improvement of the subspace separation for motion segmentation by newly introducing the affine space constraint. We point out that this improvement does not always fare well due to the effective noise it introduces. In order to judge which solution to adopt if different segmentations are obtained, we test two measures using real images: the standard F test, and the geometric model selection criteria.