How to resize photograph and signature to certain width and height in pixels and file size in KB?

This post is intended for those who require to submit or upload images on websites that ask for specific image dimension - both in size and pixels. How to resize photograph and signature to certain width and height in pixels and file size in KB? Most online applications for government exams in India asks for scanned photograph and signature in specific pixel size and image size such as - &