It depends on what "sampling" exactly means. Also "binary image" is not defined, so please post the inputs, the definition of the calculations and an example for the wanted outputs.
Here's a way:
subsampledImage = binaryImage(1:2:end, 1:8:end);
How's that? It does exactly what you asked. It you want something more specific, you should explain further.