Risk-based frequency adaptive image restoration

Daniel G. Mastropietro, Damon L. Tull, Moon Gi Kang

Research output: Contribution to conferencePaper

Abstract

A frequency adaptive choice of the regularization parameter based on an unbiased estimate of the risk is investigated. The method is intended to be used in the restoration of images degraded by a shift invariant blur and additive white Gaussian noise. The results are compared with the more widely studied non adaptive case.

Original languageEnglish
Pages367-371
Number of pages5
Publication statusPublished - 1999 Dec 1
EventInternational Conference on Image Processing (ICIP'99) - Kobe, Jpn
Duration: 1999 Oct 241999 Oct 28

Other

OtherInternational Conference on Image Processing (ICIP'99)
CityKobe, Jpn
Period99/10/2499/10/28

Fingerprint

Image reconstruction
Restoration

All Science Journal Classification (ASJC) codes

  • Computer Vision and Pattern Recognition
  • Hardware and Architecture
  • Electrical and Electronic Engineering

Cite this

Mastropietro, D. G., Tull, D. L., & Kang, M. G. (1999). Risk-based frequency adaptive image restoration. 367-371. Paper presented at International Conference on Image Processing (ICIP'99), Kobe, Jpn, .
Mastropietro, Daniel G. ; Tull, Damon L. ; Kang, Moon Gi. / Risk-based frequency adaptive image restoration. Paper presented at International Conference on Image Processing (ICIP'99), Kobe, Jpn, .5 p.
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year = "1999",
month = "12",
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Mastropietro, DG, Tull, DL & Kang, MG 1999, 'Risk-based frequency adaptive image restoration' Paper presented at International Conference on Image Processing (ICIP'99), Kobe, Jpn, 99/10/24 - 99/10/28, pp. 367-371.

Risk-based frequency adaptive image restoration. / Mastropietro, Daniel G.; Tull, Damon L.; Kang, Moon Gi.

1999. 367-371 Paper presented at International Conference on Image Processing (ICIP'99), Kobe, Jpn, .

Research output: Contribution to conferencePaper

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T1 - Risk-based frequency adaptive image restoration

AU - Mastropietro, Daniel G.

AU - Tull, Damon L.

AU - Kang, Moon Gi

PY - 1999/12/1

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Mastropietro DG, Tull DL, Kang MG. Risk-based frequency adaptive image restoration. 1999. Paper presented at International Conference on Image Processing (ICIP'99), Kobe, Jpn, .