Use of Additional Constraint Terms in Maximum A Posteriori Super Resolution

Karen F. West; Douglas J. Granrath; James R. Lersch

doi:10.1364/SRS.1992.TuD3

Signal Recovery and Synthesis IV
Technical Digest Series (Optica Publishing Group, 1992),
paper TuD3
•https://doi.org/10.1364/SRS.1992.TuD3

Use of Additional Constraint Terms in Maximum A Posteriori Super Resolution

Karen F. West, Douglas J. Granrath, and James R. Lersch

Signal Recovery and Synthesis 1992

New Orleans, Louisiana United States
14–15 April 1992
ISBN:

From the session
Superresolution and Deconvolution (TuD)

Not Accessible

Your library or personal account may give you access

Get PDF
Email
Share
Get Citation
Copy Citation Text
K. F. West, D. J. Granrath, and J. R. Lersch, "Use of Additional Constraint Terms in Maximum A Posteriori Super Resolution," in Signal Recovery and Synthesis IV, Technical Digest Series (Optica Publishing Group, 1992), paper TuD3.

Export Citation
- BibTex
- Endnote (RIS)
- HTML
- Plain Text
Citation alert
Save article

Abstract

Super resolution algorithms derived by maximum a posteriori (MAP) estimation have been successfully applied to images of stars and other compact objects on dark backgrounds. One such algorithm, derived under the assumptions of positivity and Poisson statistics is [1] where the corresponding imaging equation is and ∗ denotes convolution, h(x) = imaging system point spread function (psf), f(x) = object, g(x) = image, and f_n(x) = current estimate of object.

PDF Article

More Like This

Super-Resolution

David L. Fried
TuD1 Signal Recovery and Synthesis (SRS) 1992

Super-resolution optical profilometry using maximum likelihood estimation

Wenyang Sun, George Barbastathis, and Mark A. Neifeld
FThM4 Frontiers in Optics (FiO) 2005

Super-resolution using Gradient Descent

Mohammad Tariqul Islam, Shaurya Aarav, S. A. Wadood, and Jason W. Fleischer
CW4D.5 Computational Optical Sensing and Imaging (COSI) 2023

Previous Article Next Article