Opt: A Domain Specific Language for Non-Linear Least Squares Optimization in Graphics and Imaging.
Zachary DeVitoMichael MaraMichael ZollhöferGilbert BernsteinJonathan Ragan-KelleyChristian TheobaltPat HanrahanMatthew FisherMatthias NießnerPublished in: ACM Trans. Graph. (2017)
Keyphrases
- least squares
- nonlinear least squares
- highly non linear
- image analysis
- optimization problems
- image processing
- robust estimation
- high resolution
- efficient algorithms for solving
- computer vision
- optimization algorithm
- global optimization
- multimedia
- parameter estimation
- medical imaging
- evolutionary algorithm
- semi parametric
- user interface
- super resolution
- computer graphics
- combinatorial optimization
- traveling salesman problem
- curve fitting
- special effects
- sparse linear
- support vector