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Opencv.js - grabcut and GC_INIT_WITH_MASK

asked 2020-08-26 05:53:13 -0500

knighto05 gravatar image

updated 2020-08-26 21:07:18 -0500

Hello everyone,

I tried to replicate the Interactive Foreground extraction of python here into Javascript.

The first part with GC_INIT_WITH_RECT (which is already in the JS doc) works fine. But then I try to refine the selection with GC_INIT_WITH_MASK.

This is my code so far:

let src = cv.imread("canvasInput");
  cv.cvtColor(src, src, cv.COLOR_RGBA2RGB, 0);
  let newmask = cv.imread("canvasAdjust");
  let mask = new cv.Mat.ones(newmask.rows, newmask.cols, newmask.type());
  src.setTo(new cv.Scalar(0, 0, 255), mask);
  let bgdModel = new cv.Mat();
  let fgdModel = new cv.Mat();
  let rect = new cv.Rect();

// Setting the mask
for (let i = 0; i < newmask.rows; i++) {
    for (let j = 0; j < newmask.cols; j++) {
      if (newmask.ucharPtr(i, j)[1] == 128) {
        // if green, tell the mask that it's foreground
            mask.ucharPtr(i, j)[0] = cv.GC_FGD;
            mask.ucharPtr(i, j)[1] = cv.GC_FGD;
            mask.ucharPtr(i, j)[2] = cv.GC_FGD;
          }
      if (newmask.ucharPtr(i, j)[0] == 255) {
            // if red, tell the mask that it's background
             mask.ucharPtr(i, j)[0] = cv.GC_BGD;
             mask.ucharPtr(i, j)[1] = cv.GC_BGD;
             mask.ucharPtr(i, j)[2] = cv.GC_BGD;
      }

    }
  }
  cv.grabCut(src, mask, rect, bgdModel, fgdModel, 1, cv.GC_INIT_WITH_MASK);

But all it does is so far is some errors with random numbers like Uncaught 6566864 . Pointing out in the line cv.grabCut.

Can you help me to figure out if my approach of setting the mask is wrong and where exactly?

Thank you in advance.

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answered 2020-08-26 09:08:19 -0500

berak gravatar image

first, your mask should have a single CV_8U channel, not 3

then, i think, this is a typo:

if (mask.ucharPtr(i, j)[0] == 255) {

did you mean to check newmask instead ?

and last, i have no idea what you get from cv.imread("canvasAdjust"); , but if it's a real world image, chances are low, that your "exact" conditions will fire

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Thank you for replying: first: mmh when you says single CV_8U channel, you mean this line: let mask = new cv.Mat.ones(newmask.rows, newmask.cols, newmask.type());, right? I got it from the official documentation... what should I write there instead then?

second: yeah, it's a typo sorry, but don't worry, it's not in my official code

last: the canvasAdjustis a layer with markers where I define GC_BGD and GC_FGD. It's pretty straightforward with a simulation: Here is a Jsfiddle where I did a test: https://jsfiddle.net/knighto05/kxpfr1...

knighto05 gravatar imageknighto05 ( 2020-08-26 14:12:34 -0500 )edit

euh I corrected it later, you can see the corrected version in my fiddle, but I will update the post also to make it fair to others.

I tried to do only newmask.rows for you first remark but the issue grew worse, BindingError {name: "BindingError", message: "Cannot pass "581" as a Mat", stack: "BindingError: Cannot pass "581" as a Mat↵ at Bi…seup (http://localhost/OpenCV/poc/index.js:283:7)"} . Maybe I misunderstood. And I tried to just do new cv.Mat() also but nothing changed from the original.

I am confused :/

knighto05 gravatar imageknighto05 ( 2020-08-26 21:06:45 -0500 )edit
1

look at the tutorial again, the mask MUST be single channel 8bit (and make it Mat.zeros() not Mat.ones(), else you interfere with the GC_XXX flags

berak gravatar imageberak ( 2020-08-27 04:27:42 -0500 )edit

Ah, now I understand, what you're talking about. I'll attempt some stuff and I'll let you know. Thank you already :)

knighto05 gravatar imageknighto05 ( 2020-08-27 06:29:31 -0500 )edit
2

and maybe start small, by drawing a filled rect with GC_FGD into a

mask = cv.Mat.zeros(height,width,CV_8U);

once you got that running, you can improve your mask generation

berak gravatar imageberak ( 2020-08-27 07:11:53 -0500 )edit
1

Thank you, for the precious info ! we got it running :D

knighto05 gravatar imageknighto05 ( 2020-08-27 11:58:48 -0500 )edit

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Asked: 2020-08-26 05:51:21 -0500

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Last updated: Aug 26 '20