Weak Continuity with Structural Constraints

N.D. Sidiropoulos, J.S. Baras and C.A. Berenstein

IEEE Transactions on Signal Processing, Vol. 45, No. 12, pp. 3096-3104, December 1997.

Abstract

Nonlinear regression and nonlinear regularization are two powerful approaches to segmentation and nonlinear filtering. In this correspondence, we propose a hybrid approach that effectively combines the best of both worlds and can be efficiently implemented via the Viterbi algorithm.