Forward - Backward Greedy Algorithms for Atomic Norm Regularization
IEEE Transactions on Signal Processing, pp. 5798-5811, 2015.
Atomic measurementsSignal processing algorithmsTensile stressSignal processingImage reconstructionMore(2+)
In many signal processing applications, the aim is to reconstruct a signal that has a simple representation with respect to a certain basis or frame. Fundamental elements of the basis known as “atoms” allow us to define “atomic norms” that can be used to formulate convex regularizations for the reconstruction problem. Efficient algorithms...More
PPT (Upload PPT)