Home › Image processing apparatus and control method thereof, image reading apparatus, and a non-transitory computer-readable storage medium comprising a sub-scanning direction processing unit configured to perform reduction processing, and a main-scanning direction processing unit to connect data after reduction processing and reduces the connected data