The first step in machine vision is to find edges and corners in an image.
All common machine vision algorithms are pixel-based.
343 x 243 = 83,349 pixels color imageè 343 x 243 black & white edge image
A Canny edge detector need to operate at 83,349 points.
Or 666,792 if you want 8 orientations at each point.