An integrated toolbox for image registration, fusion and classification

by: M Neteler, D Grasso, I Michelazzi, L Miori, S Merler, C Furlanello

International Journal of Geoinformatics. Special Issue on FOSS/GRASS 2004 & GIS-IDEAS 2004, Vol. 1, No. 1. (March 2005), pp. 51-61.

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Abstract

In this paper we present a suite of new image processing tools for the GRASS Geographic Information System. New modules are suggested to support improved and semi-automated geocoding of vertical imagery. The ortho-rectification procedures have been extended to rectify oblique imagery from digital hand-held cameras for rendering purposes. Multi- and hyperspectral image analysis has been implemented to derive landuse/landcover maps at subpixel resolution. Image fusion with the Brovey transform is shown. We finally show high performance SMAP image classification on an openMosix cluster.

@article{neteler2005imgToolbox, abstract = {In this paper we present a suite of new image processing tools for the GRASS Geographic Information System. New modules are suggested to support improved and semi-automated geocoding of vertical imagery. The ortho-rectification procedures have been extended to rectify oblique imagery from digital hand-held cameras for rendering purposes. Multi- and hyperspectral image analysis has been implemented to derive landuse/landcover maps at subpixel resolution. Image fusion with the Brovey transform is shown. We finally show high performance SMAP image classification on an openMosix cluster.}, author = {Neteler, M. and Grasso, D. and Michelazzi, I. and Miori, L. and Merler, S. and Furlanello, C. }, citeulike-article-id = {172948}, journal = {International Journal of Geoinformatics. Special Issue on FOSS/GRASS 2004 \& GIS-IDEAS 2004}, keywords = {cluster, fusion, gis, grass, image, openmosix, processing, spectral-unmixing}, month = {March}, number = {1}, pages = {51--61}, posted-at = {2005-04-27 21:06:28}, priority = {0}, title = {An integrated toolbox for image registration, fusion and classification}, volume = {1}, year = {2005} }

RIS record

TY - JOUR ID - neteler2005imgToolbox L3 - citeulike-article-id:172948 TI - An integrated toolbox for image registration, fusion and classification JF - International Journal of Geoinformatics. Special Issue on FOSS/GRASS 2004 & GIS-IDEAS 2004 VL - 1 IS - 1 SP - 51 EP - 61 N2 - In this paper we present a suite of new image processing tools for the GRASS Geographic Information System. New modules are suggested to support improved and semi-automated geocoding of vertical imagery. The ortho-rectification procedures have been extended to rectify oblique imagery from digital hand-held cameras for rendering purposes. Multi- and hyperspectral image analysis has been implemented to derive landuse/landcover maps at subpixel resolution. Image fusion with the Brovey transform is shown. We finally show high performance SMAP image classification on an openMosix cluster. KW - cluster KW - fusion KW - gis KW - grass KW - image KW - openmosix KW - processing KW - spectral-unmixing AU - Neteler, M AU - Grasso, D AU - Michelazzi, I AU - Miori, L AU - Merler, S AU - Furlanello, C PY - 2005/03// ER -

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