A list of "recognitaion based search tools" can be found at searchresearch1.blogspot.de

Some examples:

WhatTheFont Identifies the font in which a given text is set in an image.

IdMyPill Identify a pill from a photo taken of it.

Meal Snap Analyzes your meal to determine your caloric / health consequence of eating everything on your plate.