在Python中将RGB图像转换为灰度

Question

I am trying to convert an RGB image to grayscale using skimage in Python. Here's what I do:

for im_path in glob.glob(os.path.join(pos_raw, "*")):
    im = imread(im_path)
    im = color.rgb2gray(im)
    image_name = os.path.split(im_path)[1].split(".")[0] + ".pgm"
    image_path = os.path.join(pos_img_path, image_name)
    imwrite(image_path, im)

for a bunch of image files. My input image looks like this:

And the output image looks like this:

The expected output is this:

What can be the issue here?

Answer 1

Figured it out. The problem was of contrast.

I printed out the image and saw that the values were all close to 0. I introduced a small line to stretch the contrast between 0 and 255 in the loop that made it work.

im = rescale_intensity(im, out_range=(0, 255))

Where rescale_intensity was imported from skimage.exposure .