Algorithms for Batch Matrix Factorization with Application to Structure-from-Motion.
Jean-Philippe TardifAdrien BartoliMartin TrudeauNicolas GuilbertSébastien RoyPublished in: CVPR (2007)
Keyphrases
- structure from motion
- matrix factorization
- missing data
- bundle adjustment
- collaborative filtering
- factorization methods
- nonnegative matrix factorization
- factorization method
- low rank
- image sequences
- recommender systems
- computer vision
- point cloud
- feature tracking
- camera motion
- original data
- closed form
- camera parameters
- image restoration
- stochastic gradient descent