I found the IMCE has upload and delete buttons, but not download. Is there a way to add download feature, if so how?
There isn't one built into the module. One work around is to use IMCE user file browser (/user/[uid]/imce) and click on the preview image. It will open up the image URL in a new tab/window where you can download it through your browser.