is there any difference between grey scale image and binary image?

is there any difference between grey scale image and binary im开发者_运维百科age?

Yes, the one is grayscale, e.g. gray scales from 0.255, the binary imange is binary, that means black(0) or white(1).

EDIT: Convert grayscale to binary. Directly converting color images (like RGB) to binary is not that easy, because you have to handle every color channel within the image seperatly.

Converting to binary is done using a ceratin threshold. E.g. you can say, all pixels with gray > 125 will become white, the others black. There are several thresholding algorithm out there, but maybe the most common is Otsu. You can find it here Thresholding by Otsu

Yes, but I'm not sure what this has to do with C++ or programming. A binary image could be an image where pixels are only either red or blue.

Binary Image: http://en.wikipedia.org/wiki/Binary_image

Grayscale Image: http://en.wikipedia.org/wiki/Grayscale

A binary image has only two values for each pixel, 0 and 1 corresponding to black and white (or vice versa). A gray scale image has a certain number (probably 8) bits of information per pixel, hence, 256 possible grey values.

Of course, a grey scale image has a binary representation, but the smallest size of information is not a bit, so we don't call it a binary image.

edit Assuming you want to convert in Matlab, use im2bw. If you're not using Matlab, the idea of binarization is explained on that page as well. It's not difficult to port, it boils down to comparing every pixel to a threshold value.

Black and White image contains only two levels.

Gray image represent by black and white shades or combination of levels for e.g. 8 bit gray image means total 2^8 levels form black to white 0 = black and 255 is White.

Yes,

A binary image is one that consists of pixels that can have one of exactly two colors, usually black and white. It is also called bi-level or two-level.

A gray scale image is a kind of black and white or gray monochrome are composed exclusively of shades of gray.

Yes
Binary Image A binary image is a black and white image where each pixel value is either 0 or 1. The value 0 represents background or black and the value 1 represents foreground or white.

Grayscale Image A grayscale image is a black and white image with various shades of gray. The pixel value of a grayscale image is represented as an 8 bit signed integer. i.e values between 0 and 255. The pixel value of the grayscale image represents the brightness of the pixel. The value 0 is black, the value 255 is white, and the values in between makeup different shades of gray.