I. Introduction
Land cover change detection (LCCD) with remote sensing images involves the comparison of images that cover the same geographical area with images that were acquired at different dates [1], [2]. These techniques are widely utilized in remote sensing applications [3], [4], [5], [6] because change information plays an important role in monitoring urban growth [7], evaluating environment health [8], and climatic megadisturbances [9].