How to use RGB transformation in to HSV and extract different layers and proccess it?

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Math 2022-8-15

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https://ww2.mathworks.cn/matlabcentral/answers/1779550-how-to-use-rgb-transformation-in-to-hsv-and-extract-different-layers-and-proccess-it

评论： Image Analyst 2022-8-18

My task will be to map the intensity from the RGB model to the HSV model, where I will perform filtering. Then map the resulting image back to the RGB model.

Any tips or recommendation where I have to start and where I have to be careful in doing it.

I have the jpeg image which is 612 × 408 ×3, first i need to normalize image in to interval from 0-1, then use transformation function whit following parameteres: vi = max(ri , gi , bi) ci = max(ri , gi , bi) − min(ri , gi , bi) li = vi − ci 2 hi = 60deg · ( gi−bi ci ), vi = ri 60deg · (2 + bi−ri ci ), vi = gi 60deg · (4 + ri−gi ci ), vi = bi 0, ci = 0. (redi, greeni, bluei).

In the 3. part in need fold model in to proper fit:

The obtained values of 'hi' , 'si' , 'vi' , which make up the HSV record (hue, saturation and value), fold in an array of the same size as the input RGB image so that each image element will have (xi , yi) values (hi , si , vi).

Thank you.

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采纳的回答

Image Analyst 2022-8-15

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https://ww2.mathworks.cn/matlabcentral/answers/1779550-how-to-use-rgb-transformation-in-to-hsv-and-extract-different-layers-and-proccess-it#answer_1026755

在 MATLAB Online 中打开

Use the built-in functions rgb2hsv and hsv2rgb

hsvImage = rgb2hsv(rgbImage);
[hi, si, vi] = imsplit(hsvImage);
% Then do filtering of any of them.
% Then rebuild a filtered RGB image
hsvImage = cat(3, hi, si, vi);
filteredRGBImage = hsv2rgb(hsvImage);

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Math 2022-8-18

Are you employed as instructor also? Is there any possibilities for it?

Image Analyst 2022-8-18

I'd use imsplit and cat and do the whole thing vectorized, using the whole arrays rather than a nessted for loop. And of course I'd put in tons more comments like all professional programmers should do.

I do give internal short courses occasionally as part of my job for my employer but that's not my main job.

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