46
edits
User:Ozzy: Difference between revisions
Jump to navigation
Jump to search
→Y: Your task
| Line 83: | Line 83: | ||
I would like to implement a general algorithm for maximum entropy reconstruction. This is an algorithm for estimating distributions which has applications in various inverse and/or ill-posed problems. It is used for deblurring/deconvolution of images, power spectrum estimation, smoothing, measurement data processing in biology, physics and more. | I would like to implement a general algorithm for maximum entropy reconstruction. This is an algorithm for estimating distributions which has applications in various inverse and/or ill-posed problems. It is used for deblurring/deconvolution of images, power spectrum estimation, smoothing, measurement data processing in biology, physics and more. The ground for the implementation would be the work of Skilling and Bryan [http://articles.adsabs.harvard.edu/full/1984MNRAS.211..111S] | ||
The algorithm would find its place in one of the existing packages (where ''optim'' or ''signal'' sound appropriate) or as a separate package. I plan to prepare two versions of the general algorithm, (temporal name {{codeline|maxent}}) | The algorithm would find its place in one of the existing packages (where ''optim'' or ''signal'' sound appropriate) or as a separate package. I plan to prepare two versions of the general algorithm, (temporal name {{codeline|maxent}}) | ||