The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. ex. Some numerals are expressed as "XNUMX".
Copyrights notice
The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. Copyrights notice
프로젝션 필터 계열에는 일반화된 역 필터가 포함되고, 파라메트릭 프로젝션 필터 계열에는 파라메트릭 일반화된 프로젝션 필터가 포함된다는 것이 널리 알려져 있습니다. 그러나 파라메트릭 투영 필터 계열과 제한된 최소 제곱 필터 간의 관계는 충분히 명확하지 않습니다. 본 논문에서는 이러한 패밀리에 의한 매개변수 추정과 이미지 복원 간의 관계를 고려합니다. 결과적으로 우리는 파라메트릭 투영 필터 계열에 의해 복원된 이미지가 최대 페널티 가능성 추정기이며 일부 적합한 조건에서 제한된 최소 제곱 필터에 의해 복원된 이미지와 일치함을 보여줍니다.
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Hideyuki IMAI, Yuying YUAN, Yoshiharu SATO, "Parameter Estimation and Image Restoration Using the Families of Projection Filters and Parametric Projection Filters" in IEICE TRANSACTIONS on Fundamentals,
vol. E85-A, no. 8, pp. 1966-1969, August 2002, doi: .
Abstract: It is widely known that the family of projection filters includes the generalized inverse filter, and that the family of parametric projection filters includes parametric generalized projection filters. However, relations between the family of parametric projection filters and constrained least squares filters are not sufficiently clarified. In this paper, we consider relations between parameter estimation and image restoration by these families. As a result, we show that the restored image by the family of parametric projection filters is a maximum penalized likelihood estimator, and that it agrees with the restored image by constrained least squares filter under some suitable conditions.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/e85-a_8_1966/_p
부
@ARTICLE{e85-a_8_1966,
author={Hideyuki IMAI, Yuying YUAN, Yoshiharu SATO, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Parameter Estimation and Image Restoration Using the Families of Projection Filters and Parametric Projection Filters},
year={2002},
volume={E85-A},
number={8},
pages={1966-1969},
abstract={It is widely known that the family of projection filters includes the generalized inverse filter, and that the family of parametric projection filters includes parametric generalized projection filters. However, relations between the family of parametric projection filters and constrained least squares filters are not sufficiently clarified. In this paper, we consider relations between parameter estimation and image restoration by these families. As a result, we show that the restored image by the family of parametric projection filters is a maximum penalized likelihood estimator, and that it agrees with the restored image by constrained least squares filter under some suitable conditions.},
keywords={},
doi={},
ISSN={},
month={August},}
부
TY - JOUR
TI - Parameter Estimation and Image Restoration Using the Families of Projection Filters and Parametric Projection Filters
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 1966
EP - 1969
AU - Hideyuki IMAI
AU - Yuying YUAN
AU - Yoshiharu SATO
PY - 2002
DO -
JO - IEICE TRANSACTIONS on Fundamentals
SN -
VL - E85-A
IS - 8
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - August 2002
AB - It is widely known that the family of projection filters includes the generalized inverse filter, and that the family of parametric projection filters includes parametric generalized projection filters. However, relations between the family of parametric projection filters and constrained least squares filters are not sufficiently clarified. In this paper, we consider relations between parameter estimation and image restoration by these families. As a result, we show that the restored image by the family of parametric projection filters is a maximum penalized likelihood estimator, and that it agrees with the restored image by constrained least squares filter under some suitable conditions.
ER -