The algorithm proposed here not only imposes an uncorrelated constraint to reduce data redundancy, but also utilizes the class information and the interclass separability after projection is enhanced.

Firstly to select the bands that have class separability by K2 algorithm, then remove the redundant bands based on conditional mutual information test.