Anisotropic Scattered Data Interpolation for Pushbroom Image Rectification
2014 (English)In: IEEE Transactions on Image Processing, ISSN 1057-7149, E-ISSN 1941-0042, Vol. 23, no 5, 2302-2314 p.Article in journal (Refereed) Published
This article deals with fast and accurate visualization of pushbroom image data from airborne and spaceborne platforms. A pushbroom sensor acquires images in a line-scanning fashion, and this results in scattered input data that needs to be resampled onto a uniform grid for geometrically correct visualization. To this end, we model the anisotropic spatial dependence structure caused by the acquisition process. Several methods for scattered data interpolation are then adapted to handle the induced anisotropic metric and compared for the pushbroom image rectification problem. A trick that exploits the semi-ordered line structure of pushbroom data to improve the computational complexity several orders of magnitude is also presented.
Place, publisher, year, edition, pages
IEEE , 2014. Vol. 23, no 5, 2302-2314 p.
pushbroom, rectification, hyperspectral, interpolation, anisotropic, scattered data
Engineering and Technology Electrical Engineering, Electronic Engineering, Information Engineering Signal Processing
IdentifiersURN: urn:nbn:se:liu:diva-108105DOI: 10.1109/TIP.2014.2316377ISI: 000350284400001OAI: oai:DiVA.org:liu-108105DiVA: diva2:729174