Closed-form solutions for discriminative filtering using impulse restoration techniques

In earlier works, the authors have dealt with the template detection problem by using two-dimensional discriminative filtering. A discriminative filter maximises, for a given template, the energy concentration in a single sample of its output. In this work, the authors frame discriminative filtering as an impulse restoration problem and propose closed-form solutions for it.