Back to Search
Start Over
Deconvolution using Fourier Transform phase, ℓ1 and ℓ2 balls, and filtered variation
- Source :
- SoftwareX. 8:11-17
- Publication Year :
- 2018
- Publisher :
- Elsevier BV, 2018.
-
Abstract
- In this article, we present a deconvolution software based on convex sets constructed from the phase of the Fourier Transform, bounded l 2 energy and l 1 energy of a given image. The iterative deconvolution algorithm is based on the method of projections onto convex sets. Another feature of the method is that it can incorporate an approximate total variation bound called filtered variation bound on the iterative deconvolution algorithm. The main purpose of this article is to introduce the open source software called projDeconv v2.
- Subjects :
- business.industry
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Regular polygon
020206 networking & telecommunications
02 engineering and technology
Computer Science Applications
symbols.namesake
Fourier transform
Software
Feature (computer vision)
Bounded function
0202 electrical engineering, electronic engineering, information engineering
symbols
Projections onto convex sets
020201 artificial intelligence & image processing
Deconvolution
business
Algorithm
Energy (signal processing)
Mathematics
Subjects
Details
- ISSN :
- 23527110
- Volume :
- 8
- Database :
- OpenAIRE
- Journal :
- SoftwareX
- Accession number :
- edsair.doi...........2fabd53eac5af6c4076c69d0f02b363a