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Title:
A degradation restoration system, a degradation restoring method, and a program
Document Type and Number:
Japanese Patent JP5928465
Kind Code:
B2
Abstract:
For each pixel of an input image, a direction toward which variation in pixel value between the relevant pixel and its peripheral pixels is largest and an amount of the variation in pixel value are computed, where a direction unit vector that indicates the direction toward which the variation is largest and a variation vector that represents the amount of the largest variation in the pixel value are computed. For each pixel, a regularization strength is computed utilizing the direction unit vector, the variation vector, and a regularization strength computing formula so that the larger the amount of the variation in pixel value toward a direction indicated by the direction unit vector, the less the regularization strength. An optimization function is determined based on the input image and the regularization strength for each pixel thereof and assigns a value for each pixel, by which the determined optimization function has the minimum value, to the corresponding pixel of a restored image to be generated.

Inventors:
Takeshi Shibata
Akihiko Ikeya
Shuji Senda
Application Number:
JP2013524637A
Publication Date:
June 01, 2016
Filing Date:
June 21, 2012
Export Citation:
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Assignee:
NEC
International Classes:
G06T5/00; H04N1/409
Domestic Patent References:
JP201068084A
JP201115228A
Attorney, Agent or Firm:
Sumio Tanai
Ryuichiro Mori
Naoki Matsuo