Spatial resolution enhancement of microwave radiometer measurements is addressed using a new method that is based on an Lp penalisation approach with a variable p exponent. The key idea is letting p to vary in the range 1.2 - 2 to take benefit of both Hilbert (i.e. p=2) and Banach (i.e. p=1.2) advantages. Results, obtained processing both simulated and actual Special Sensor Microwave Imager (SSM/I) measurements, demonstrate the benefits of the proposed approach in reconstructing abrupt discontinuities and smooth gradients with respect to approaches in Hilbert and Banach spaces.
A novel method to improve the spatial resolution of microwave radiometer measurements using variable exponent Lebesgue space / Alparone, M.; Nunziata, F.; Estatico, C.; Migliaccio, M.. - (2019), pp. 128-131. ( 5th International Forum on Research and Technologies for Society and Industry, RTSI 2019 ita ) [10.1109/RTSI.2019.8895546].
A novel method to improve the spatial resolution of microwave radiometer measurements using variable exponent Lebesgue space
Nunziata F.;Migliaccio M.
2019
Abstract
Spatial resolution enhancement of microwave radiometer measurements is addressed using a new method that is based on an Lp penalisation approach with a variable p exponent. The key idea is letting p to vary in the range 1.2 - 2 to take benefit of both Hilbert (i.e. p=2) and Banach (i.e. p=1.2) advantages. Results, obtained processing both simulated and actual Special Sensor Microwave Imager (SSM/I) measurements, demonstrate the benefits of the proposed approach in reconstructing abrupt discontinuities and smooth gradients with respect to approaches in Hilbert and Banach spaces.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
