In many inverse problems, the measurement operator, which maps objects of interest to available measurements, is a smoothing (regularizing) operator. Its inverse is therefore unbounded and as a consequence, only the low frequency component of the object of interest is accessible from inevitably noisy measurements. In many inverse problems however, the neglected high frequency component may sign...