Design of Exponentially Weighted Median Filter Cascaded With Adaptive Median Filter

The objective of this paper is to design an II phase algorithm employing median filters for enlightening the performance in removing impulse noise during the processing of the image. The cascaded filter section employs an Adaptive median filter in the first phase followed by a Recursive weighted med...

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Vydané v:Journal of physics. Conference series Ročník 2089; číslo 1; s. 12020 - 12024
Hlavní autori: Nalli, Praveen Kumar, Kadali, Kalyan Sagar, Bhukya, Ramu, Palleswari, Y.T.R., Siva, Asapu, Pragaspathy, S
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: IOP Publishing 01.11.2021
Predmet:
Adaptive Median Filter(AMF)
Center-Weighted Median Filter
Median Controlled Algorithm
Recursive Weighted Median (RWM)
ISSN:1742-6588, 1742-6596
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Abstract The objective of this paper is to design an II phase algorithm employing median filters for enlightening the performance in removing impulse noise during the processing of the image. The cascaded filter section employs an Adaptive median filter in the first phase followed by a Recursive weighted median filter (RWM) in the second phase. The RWM filter weight is selected with the Median Controlled Algorithm. As a design parameter, the exponential weights of RWM filters are used in the feedback path. The projected algorithm can achieve suggestively improved quality of image when compared to fixed weight or the Center Weighted Median filters.
AbstractList The objective of this paper is to design an II phase algorithm employing median filters for enlightening the performance in removing impulse noise during the processing of the image. The cascaded filter section employs an Adaptive median filter in the first phase followed by a Recursive weighted median filter (RWM) in the second phase. The RWM filter weight is selected with the Median Controlled Algorithm. As a design parameter, the exponential weights of RWM filters are used in the feedback path. The projected algorithm can achieve suggestively improved quality of image when compared to fixed weight or the Center Weighted Median filters.
Author Palleswari, Y.T.R.
Nalli, Praveen Kumar
Kadali, Kalyan Sagar
Pragaspathy, S
Bhukya, Ramu
Siva, Asapu
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crossref_primary_10_3390_app14020635
crossref_primary_10_1016_j_saa_2022_121785
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Cites_doi 10.1142/S0219467820500321
10.5373/JARDCS/V12I3/20201166
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Snippet The objective of this paper is to design an II phase algorithm employing median filters for enlightening the performance in removing impulse noise during the...
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SubjectTerms Adaptive Median Filter(AMF)
Center-Weighted Median Filter
Median Controlled Algorithm
Recursive Weighted Median (RWM)
Title Design of Exponentially Weighted Median Filter Cascaded With Adaptive Median Filter
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