Opt: A Domain Specific Language for Non-linear Least Squares Optimization in Graphics and Imaging.
Zachary DeVitoMichael MaraMichael ZollhöferGilbert Louis BernsteinJonathan Ragan-KelleyChristian TheobaltPat HanrahanMatthew FisherMatthias NießnerPublished in: CoRR (2016)
Keyphrases
- least squares
- nonlinear least squares
- global optimization
- optimization algorithm
- image analysis
- computer graphics
- efficient algorithms for solving
- optimization problems
- optimization method
- highly non linear
- optimization process
- high resolution
- sparse linear
- data sets
- constrained optimization
- traveling salesman problem
- computer vision
- infrared
- three dimensional
- image processing
- data acquisition
- structure from motion
- parameter estimation
- multi view
- robust estimation
- optimization model
- levenberg marquardt
- clinical applications
- multi objective
- optical flow