I used Image::Compare::THRESHOLD_COUNT.

Even though it takes a bit of time but it is working and then i had to standardise the threshold limit for my matching pixels.

P.S. Image::Compare was not able to pick up .jpg or even .png images, any reason for so?? I had to use the files as .bmp for it.