Anti-aliasing method and device in image scaling
An image scaling and anti-aliasing technology, applied in image enhancement, graphics and image conversion, image data processing, etc., can solve problems such as aliasing distortion and anti-aliasing distortion
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Embodiment 1
[0143] Such as Figure 5-6 As shown, in this embodiment, the bicubic interpolation method is used as an example to vertically enlarge the original image and suppress vertical jaggies.
[0144] Such as Figure 5 As shown in (a), if the 4×3 neighborhood of point (i, j) is taken in step A, then the point to be interpolated (fi, j) is located between the second pixel and the third pixel in the middle column, M A value of 4 and bicubic interpolation require 4 vertical points to be consistent.
[0145] Such as Figure 6 As shown in (a), in step B1 need to calculate as Figure 5 (b) The maximum brightness value top1_max and the minimum brightness value top1_min of the four points whose coordinates are 00, 01, 02 and 11 in the 4×3 brightness matrix pixel1 shown in (b), and the calculation of the coordinates in the 4×3 brightness matrix pixel1 is 21 The maximum brightness value bot1_max and the minimum brightness value bot1_min of the four points , 30, 31 and 32.
[0146] Such as ...
Embodiment 2
[0149] Such as Figure 7-8As shown, in this embodiment, the bicubic interpolation method is used as an example to horizontally enlarge the original image and suppress the horizontal jaggies.
[0150] Such as Figure 7 As shown in (a), if the 3×4 neighborhood of the midpoint (i, j) is taken in step A, the point to be interpolated (i, fj) is located between the second pixel and the third pixel in the middle row, The value of P is 4 and bicubic interpolation requires 4 vertical points to be consistent.
[0151] Such as Figure 8 As shown in (a), in step B1 need to calculate as Figure 7 (b) The maximum brightness value left1_max and the minimum brightness value left1_min of the four points whose coordinates are 00, 10, 20 and 11 in the 3×4 brightness matrix pixel2 shown in (b), and the calculation of the coordinates in the 3×4 brightness matrix pixel2 is 03 The maximum brightness value right1_max and the minimum brightness value right1_min of the four points , 13, 23 and 12. ...
Embodiment 3
[0155] In this embodiment, the bicubic interpolation method is used as an example to magnify the original image horizontally and vertically and suppress both horizontal and vertical jaggies.
[0156] That is, Example 1 and Example 2 were performed separately in any order.
[0157] The comparison of the effects before and after anti-aliasing in the method for anti-aliasing in image scaling described in Embodiment 1 of the present invention is as follows Figure 9 shown, where Figure 9 (a) is the original image before scaling, Figure 9 (b) for Figure 9 Part of the screenshot of (a), it can be found that there are small steps on the edge of the arc in the original image. Figure 9 (c) for Figure 9 (a) Part of the screenshot after bicubic interpolation to 2×2 times, it can be found that the small steps on the edge of the arc are also enlarged, resulting in aliasing distortion. Figure 9 (d) for Figure 9 (c) Part of the screenshot after vertical anti-aliasing, it can be ...
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