Systems and methods of artifact reduction in magnetic resonance images
US-2024410966-A1 · Dec 12, 2024 · US
US9384532B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9384532-B2 |
| Application number | US-201314425901-A |
| Country | US |
| Kind code | B2 |
| Filing date | Nov 5, 2013 |
| Priority date | May 28, 2013 |
| Publication date | Jul 5, 2016 |
| Grant date | Jul 5, 2016 |
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An apparatus for improving fogged image using user-controllable root operator comprises an atmosphere brightness value calculation unit for receiving a fogged input image and calculating the value of the brightest pixel of the atmosphere, a transmission calculation unit for calculating the lower bound of transmission rate by using the pixel value calculated by the atmosphere brightness value calculation unit and the fogged input image, and calculating the transmission rate for each pixel by computation processing of power operation with the lower bound of transmission rate according to the user control value, a restoration image computation unit for outputting restored image in which the fog is removed by using the transmission rate calculated by the transmission rate computation unit and the fogged input image, and a post-processing unit for outputting a fog-eliminated image by performing brightness stretching or color processing.
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What is claimed is: 1. An apparatus for improving fogged image by using user-controllable root operator, comprising: an atmosphere brightness value calculation processor calculating an atmospheric brightness value (I ∞ ), wherein the atmospheric brightness value (I ∞ ) is a value of a brightest pixel in a fogged input image (I(x)) acquired by a camera; a transmission rate calculation processor including a lower bound calculation module calculating a lower bound of a transmission rate for each pixel of the fogged input image by using the atmospheric brightness value (I ∞ ) calculated by the atmosphere brightness value calculation processor and the fogged input image (I(x)) for said each pixel, wherein the lower bound of the transmission rate is calculated by a first equation of 1 - I ( x ) I ∞ , wherein x is an x th -pixel, and a transmission rate calculation module calculating the transmission rate t(x) for said each pixel of the fogged input image (I(x)) by using the lower bound of the transmission rate and a control value (C), wherein the transmission rate (t(x)) is calculated by a second equation of t ( x ) = [ 1 - I ( x ) I ∞ ] c , 0 ≤ C < 1 , and wherein C is a constant value selected by a user; a restoration image calculation processor outputting a fog-eliminated image (J(x)) for said each pixel by using the transmission rate (t(x)) for said each pixel calculated by the transmission rate calculation processor, the control value (C) and the atmospheric brightness value (I 28 ); and a post-processing processor outputting a fog-eliminated final image by performing brightness stretching or color processing to the fog-eliminated image (J(x)). 2. The apparatus according to claim 1 , wherein the restoration image calculation processor calculating the fog-eliminated image (J(x)) by using a third equation of J ( x ) = I ∞ ( 1 - [ 1 - I ( x ) I ∞ ] 1 - c ) .
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