Username: Password:
Menu 
VPA
Computer Vision And Pattern Analysis Laboratory Home Page  Home
People  People
Publications  Publications
Publications  Databases
Contact Information  Contact
Research
Supported Research Projects  Supported Research Projects
Research Activites  Research Activites
Research Groups
SPIS - Signal Processing and Information Systems Lab.SPIS - Signal Processing and Information Systems Lab.
Medical Vision and Analysis Group  Medical Research Activities
Biometrics Research Group  Biometrics Research Group
SPIS - Signal Processing and Information Systems Lab.MISAM - Machine Intelligence for Speech Audio and Multimedia.
Knowledge Base
  Paper Library
  VPA Lab Inventory
  Databases in VPALAB
  Recordings
Calendar
<<September 2017>>
Mo Tu We Th Fr Sa Su
1 2 3
4 5 6 7 8 9 10
11 12 13 14 15 16 17
18 19 20 21 22 23 24
25 26 27 28 29 30
Upcoming Events:
None



Regularized Image Reconstruction




Project Team
  • Ozge Batu
  • Mujdat Cetin

ContactOzge Batu Send e-mail
Project Description
Image reconstruction is a difficult problem when the data is noisy, luckily regularization is a well known method for its solution. Variety of regularization techniques is used to obtain stable solutions. However they also involve challenges, a significant one of which is the selection of the regularization parameter. The parameter choice is very important in the sense that it balances the fidelity to data and prior knowledge in the solution. Our research is mostly concentrated on the selection of the regularization parameter when a non-quadratic regularizer is incorporated to the solution. Different applications such as ultrasound and radar imaging are in focus.

Home Back Make a Comment