کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
6960397 | 1451970 | 2014 | 7 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Chromatic interpolation based on anisotropy-scale-mixture statistics
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موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
پردازش سیگنال
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چکیده انگلیسی
We present an efficient approach for reconstructing full-color images from imagery data acquired using a color filter array (CFA). On the basis of our understanding of early visual processing in humans, we utilize a correlation among the multi-scale directional-anisotropy statistics observed in natural images in order to estimate the missing high-spatial-frequency chromatic signals. The directional anisotropy in the high-spatial-frequency component is efficiently and robustly estimated according to a mixture of anisotropy statistics derived from lower-frequency components. We show that, in spite of its simple implementation, our proposed method gives an excellent numerical performance as well as a perceptually natural output. The present approach is expected to provide a promising methodology for the on-line processing of recently rising high-resolution image data acquired using a single-sensor CFA.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Signal Processing - Volume 97, April 2014, Pages 262-268
Journal: Signal Processing - Volume 97, April 2014, Pages 262-268
نویسندگان
Satohiro Tajima, Ryohei Funatsu, Yukihiro Nishida,