where \(x_{k}(s_{j})\) represent k ancillary variables of fine pixel\(s_{j}\).
The residual component of the fine spatial resolution is estimated using
Equation (3), interpolating the coarse residual with I neighboring
coarse pixels \(e\left(S_{i}\right)\):