Volume 9, Issue 1
A Rudin-Osher-Fatemi Model-Based Pansharpening Approach Using RKHS and AHF Representation

Jun Liu ,  Liang-Jian Deng ,  Faming Fang and Tieyong Zeng

10.4208/eajam.150818.061118

East. Asia. J. Appl. Math., 9 (2019), pp. 13-27.

Full Article 111 98
  • Abstract

A pansharpening method based on the Rudin-Osher-Fatemi model and using a reproducing kernel Hilbert space along with the approximated Heaviside function is developed. The corresponding minimisation problem is solved by the alternating direction method of multipliers. Numerous numerical experiments with Pléiades and IKONOS satellite datasets demonstrate the efficiency of the method in preserving spectral and spatial information and show its superiority to other approaches.

  • History

Published online: 2019-01

  • AMS Subject Headings

47N10, 65C20, 68U10

  • Cited by