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Edge-Preserving Super-Resolutıon Using An Adaptive Outlier Rejection Method

Cilt: 23 Sayı: 2 31 Aralık 2010
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Edge-Preserving Super-Resolutıon Using An Adaptive Outlier Rejection Method

Öz

Registration errors are well-known problems in super-resolution restoration applications. Local outliers are caused by the registration errors and objects in motion. Instead of blind rejection of local outliers, we favor for the detected edges. For that, pre-estimated high-resolution image is searched for some specified edge and corner patterns. Outlier rejection is performed based on the pattern found. The method is shown to reduce over-blurring caused by the regularization that is common in iterative super-resolution restoration algorithms.

Anahtar Kelimeler

Super-resolution,outlier removal

Kaynakça

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  2. [2] H.S. Hou, H.C. Andrews, "Cubic splines for image interpolation and digital filtering," IEEE Transactions on Acoustics, Speech, Signal Processing ASSP-26, Vol.6, pp. 508–517, 1978.
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  8. [8] S. Tebaul, L. Blanc-Féraud, G. Aubert, M. Barlaud, “Variational approach for edge-preserving regularization using coupled PDE's”, IEEE Transactions on Image Processing, Vol.7, No.3, pp.387-397, 1998.
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Kaynak Göster

APA
Özkan, K., & Seke, E. (2010). Edge-Preserving Super-Resolutıon Using An Adaptive Outlier Rejection Method. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi, 23(2), 35-51. https://izlik.org/JA94LR52RE
AMA
1.Özkan K, Seke E. Edge-Preserving Super-Resolutıon Using An Adaptive Outlier Rejection Method. ESOGÜ Müh Mim Fak Derg. 2010;23(2):35-51. https://izlik.org/JA94LR52RE
Chicago
Özkan, Kemal, ve Erol Seke. 2010. “Edge-Preserving Super-Resolutıon Using An Adaptive Outlier Rejection Method”. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi 23 (2): 35-51. https://izlik.org/JA94LR52RE.
EndNote
Özkan K, Seke E (01 Aralık 2010) Edge-Preserving Super-Resolutıon Using An Adaptive Outlier Rejection Method. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi 23 2 35–51.
IEEE
[1]K. Özkan ve E. Seke, “Edge-Preserving Super-Resolutıon Using An Adaptive Outlier Rejection Method”, ESOGÜ Müh Mim Fak Derg, c. 23, sy 2, ss. 35–51, Ara. 2010, [çevrimiçi]. Erişim adresi: https://izlik.org/JA94LR52RE
ISNAD
Özkan, Kemal - Seke, Erol. “Edge-Preserving Super-Resolutıon Using An Adaptive Outlier Rejection Method”. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi 23/2 (01 Aralık 2010): 35-51. https://izlik.org/JA94LR52RE.
JAMA
1.Özkan K, Seke E. Edge-Preserving Super-Resolutıon Using An Adaptive Outlier Rejection Method. ESOGÜ Müh Mim Fak Derg. 2010;23:35–51.
MLA
Özkan, Kemal, ve Erol Seke. “Edge-Preserving Super-Resolutıon Using An Adaptive Outlier Rejection Method”. Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi, c. 23, sy 2, Aralık 2010, ss. 35-51, https://izlik.org/JA94LR52RE.
Vancouver
1.Kemal Özkan, Erol Seke. Edge-Preserving Super-Resolutıon Using An Adaptive Outlier Rejection Method. ESOGÜ Müh Mim Fak Derg [Internet]. 01 Aralık 2010;23(2):35-51. Erişim adresi: https://izlik.org/JA94LR52RE