MATLAB: Why my Pixel Indices are so different from that in Spatial Coordinates
It is about Expressing Image Locations.

There are two kinds of image location expression, 

One and the most common one is the 

pixel indices: 

in row and column

The other one is Intrinsic Coordinate System: 

express in x and y: