Title :
Morphing of Grayscale DEMs via Morphological Interpolations
Author :
Daya Sagar, B.S. ; Sin Liang Lim
Author_Institution :
Syst. Sci. & Inf. Unit, Indian Stat. Inst.-Bangalore Centre, Bangalore, India
Abstract :
We compute morphological medians hierarchically between the spatial fields [e.g., digital elevation models (DEMs)] represented with similar sizes via grayscale morphology-based interpolations. These hierarchically generated sequential morphological medians facilitate construction of morphing-like sequence between the source and the target spatial fields to visualize the spatiotemporal changes that have occurred between discrete time-intervals and episodic intervals. Two DEMs of similar sizes but belonging to two different regions are considered as source and target spatial fields further to 1) demonstrate morphology-based algorithm to generate all possible sequential morphological medians and 2) create morphing depicting source-DEM transforming into target-DEM. Application of morphological interpolation to DEM morphing is shown for the first time.
Keywords :
digital elevation models; interpolation; terrain mapping; digital elevation models; discrete time-intervals; grayscale DEM morphing; grayscale morphology-based interpolations; hierarchically generated sequential morphological medians; morphing-like sequence; morphology-based algorithm; source spatial field; source-DEM; spatiotemporal changes; target spatial field; target-DEM; Data visualization; Digital elevation models; Gray-scale; Interpolation; Morphological operations; Remote sensing; Digital elevation model (DEM); GISci; dilation; erosion; mathematical morphology; morphological interpolations; spatial fields;
Journal_Title :
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
DOI :
10.1109/JSTARS.2015.2490098