Title :
A New Framework for SAR Multitemporal Data RGB Representation: Rationale and Products
Author :
Amitrano, Donato ; Di Martino, Gerardo ; Iodice, Antonio ; Riccio, Daniele ; Ruello, Giuseppe
Author_Institution :
Dept. of Electr. Eng. & Inf. Technol., Univ. of Naples Federico II, Naples, Italy
Abstract :
This paper presents the multitemporal adaptive processing (MAP3) framework for the treatment of multitemporal synthetic aperture radar (SAR) images. The framework is organized in three major activities dealing with calibration, adaptability, and representation. The processing chain has been designed looking at the simplicity, i.e., the minimization of the operations needed to obtain the products, and at the algorithms´ availability in the literature. Innovation has been provided in the cross-calibration step, which is solved introducing the variable amplitude levels equalization (VALE) method, through which it is possible to establish a common metrics for the measurement of the amplitude levels exhibited by the images of the series. Representation issues are discussed with an application-based approach, supported by examples with regard to semiarid and temperate regions in which amplitude maps and interferometric coherence are combined in an original way.
Keywords :
calibration; data mining; data structures; geophysical image processing; image colour analysis; minimisation; radar imaging; radar interferometry; remote sensing by radar; synthetic aperture radar; SAR multitemporal data RGB representation; VALE method; adaptability; amplitude level measurement; amplitude map; application-based approach; cross-calibration; interferometric coherence; minimization; multitemporal adaptive processing; synthetic aperture radar; variable amplitude level equalization; Calibration; Earth; Monitoring; Sensors; Spatial resolution; Speckle; Synthetic aperture radar; Data fusion; RGB composition; data mining; multitemporal synthetic aperture radar (SAR);
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2014.2318997