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SINGLE-FRAME SUPER-RESOLUTION BY INFERENCE FROM LEARNED FEATURES

Yıl 2003, Cilt: 3 Sayı: 1, 672 - 682, 09.01.2012

Olcay Kurşun Oleg Favorov

https://izlik.org/JA87NS43GD

Öz

Super-resolution is the creation of higher resolution views of pixel-based images through interpolation between the original pixels. Greater super-resolution can be achieved by taking advantage of local regularities inherent in natural images. In this paper, to learn regularities, we make use of the recently proposed SINBAD model  of how the cerebral cortical network learns regularities by discovering regularity-simplifying environmental features [5, 14]. Using the regularities discovered with the SINBAD approach, we were able to predict more accurately the interpolated pixels from the ones in the original image and were able to generate visually plausible fine spatial details in the expanded image

Anahtar Kelimeler

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Yıl 2003, Cilt: 3 Sayı: 1, 672 - 682, 09.01.2012

Olcay Kurşun Oleg Favorov

https://izlik.org/JA87NS43GD

Öz

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Ayrıntılar

Birincil Dil İngilizce
Yazarlar

Olcay Kurşun Bu kişi benim

Oleg Favorov Bu kişi benim

Yayımlanma Tarihi 9 Ocak 2012
IZ https://izlik.org/JA87NS43GD
Yayımlandığı Sayı Yıl 2003 Cilt: 3 Sayı: 1

Kaynak Göster

APA Kurşun, O., & Favorov, O. (2012). SINGLE-FRAME SUPER-RESOLUTION BY INFERENCE FROM LEARNED FEATURES. IU-Journal of Electrical & Electronics Engineering, 3(1), 672-682. https://izlik.org/JA87NS43GD
AMA 1.Kurşun O, Favorov O. SINGLE-FRAME SUPER-RESOLUTION BY INFERENCE FROM LEARNED FEATURES. IU-Journal of Electrical & Electronics Engineering. 2012;3(1):672-682. https://izlik.org/JA87NS43GD
Chicago Kurşun, Olcay, ve Oleg Favorov. 2012. “SINGLE-FRAME SUPER-RESOLUTION BY INFERENCE FROM LEARNED FEATURES”. IU-Journal of Electrical & Electronics Engineering 3 (1): 672-82. https://izlik.org/JA87NS43GD.
EndNote Kurşun O, Favorov O (01 Ocak 2012) SINGLE-FRAME SUPER-RESOLUTION BY INFERENCE FROM LEARNED FEATURES. IU-Journal of Electrical & Electronics Engineering 3 1 672–682.
IEEE [1]O. Kurşun ve O. Favorov, “SINGLE-FRAME SUPER-RESOLUTION BY INFERENCE FROM LEARNED FEATURES”, IU-Journal of Electrical & Electronics Engineering, c. 3, sy 1, ss. 672–682, Oca. 2012, [çevrimiçi]. Erişim adresi: https://izlik.org/JA87NS43GD
ISNAD Kurşun, Olcay - Favorov, Oleg. “SINGLE-FRAME SUPER-RESOLUTION BY INFERENCE FROM LEARNED FEATURES”. IU-Journal of Electrical & Electronics Engineering 3/1 (01 Ocak 2012): 672-682. https://izlik.org/JA87NS43GD.
JAMA 1.Kurşun O, Favorov O. SINGLE-FRAME SUPER-RESOLUTION BY INFERENCE FROM LEARNED FEATURES. IU-Journal of Electrical & Electronics Engineering. 2012;3:672–682.
MLA Kurşun, Olcay, ve Oleg Favorov. “SINGLE-FRAME SUPER-RESOLUTION BY INFERENCE FROM LEARNED FEATURES”. IU-Journal of Electrical & Electronics Engineering, c. 3, sy 1, Ocak 2012, ss. 672-8, https://izlik.org/JA87NS43GD.
Vancouver 1.Kurşun O, Favorov O. SINGLE-FRAME SUPER-RESOLUTION BY INFERENCE FROM LEARNED FEATURES. IU-Journal of Electrical & Electronics Engineering [Internet]. 01 Ocak 2012;3(1):672-8. Erişim adresi: https://izlik.org/JA87NS43GD