Multi-body Factorization with Uncertainty: Revisiting Motion Consistency
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Summary
This paper defines a new type of motion consistency, which is based on temporal consistency of behaviors across multiple frames in the video sequence, and extends to data with directional uncertainty, thus leading to dense segmentation of the entire image.
- Type
- article
- Published
- 2006-06-01
- Cited by
- 36
- References
- 19
- Access
- Open access
- OpenAlex
- https://openalex.org/W1969531469
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:7581350
Keywords
Artificial intelligence, Motion estimation, Segmentation, Consistency (knowledge bases), Structure from motion
References
- Geometric motion segmentation and model selection
- Factorization-based segmentation of motions
- Tracking and modeling non-rigid objects with rank constraints
- An Iterative Image Registration Technique with an Application to Stereo Vision
- Layered representation of motion video using robust maximum-likelihood estimation of mixture models and MDL encoding
- Recovering non-rigid 3D shape from image streams
- Morphable 3D models from video
- Layered representation for motion analysis
- A robust and efficient motion segmentation based on orthogonal projection matrix of shape space
- Motion segmentation by subspace separation and model selection
- Multibody Grouping from Motion Images
- A unified factorization algorithm for points, line segments and planes with uncertainty models
- A multi-body factorization method for motion analysis
- Multi-Frame Correspondence Estimation Using Subspace Constraints
- Morphable 3D models from video
- Factorization with Uncertainty
- Multi-body Segmentation : Revisiting Motion Consistency
- Detecting and Tracking Multiple Moving Objects Using Temporal Integration
- c ○ 2002 Kluwer Academic Publishers. Manufactured in The Netherlands. Factorization with Uncertainty
- Concerning Bayesian Motion Segmentation, Model, Averaging, Matching and the Trifocal Tensor
Cited by
- Real-Time Motion Segmentation of Sparse Feature Points at Any Speed
- Light and Water Drops
- Reduction and Null Space Algorithms for the Subspace Clustering Problem
- Motion segmentation from clustering of sparse point features using spatially constrained mixture models
- Active hearing, active speaking
- Subspace Segmentation and High-Dimensional Data Analysis
- Analysis of Rain and Snow in Frequency Space
- Robust Structure from Motion of Nonrigid Objects in the Presence of Outlying and Missing Data
- Motion Segmentation at Any Speed
- Efficient Dense Rigid-Body Motion Segmentation and Estimation in RGB-D Video
- Structure and Motion Recovery Based on Spatial-and-Temporal-Weighted Factorization
- Incorporating non-motion cues into 3D motion segmentation
- Vehicle detection using multi-level probability fusion maps generated by a multi-camera system
- Toward Unsupervised Segmentation of Semi-Rigid Low-Resolution Molecular Surfaces
- Moving object detection in complex background for a moving camera
- Two-View Motion Segmentation from Linear Programming Relaxation
- Alternative weighted structure from motion under quasi-perspective projection model
- Efficient Dense 3D Rigid-Body Motion Segmentation in RGB-D Video
- Attention-from-motion: A factorization approach for detecting attention objects in motion
- Spatial-and-Temporal-Weighted Structure from Motion
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