Title :
On the deconvolution of satellite imagery
Author :
Bretschneider, T.
Author_Institution :
Dept. of Comput. Sci., Tech. Univ. of Clausthal, Clausthal-Zellerfeld, Germany
Abstract :
This paper presents an investigation on the deconvolution problem for remotely sensed imagery and compares the results of three different methods. An important element in this image restoration is the knowledge of the point spread function. Therefore various techniques for estimating the system´s characteristic are identified and their impact on the deconvolution processes analysed. The main contribution of the paper is that even standard deconvolution techniques result in a considerably improved image quality if the characteristic of the imaging system is provided. For comparison results of a blind deconvolution approach, i.e. no prior knowledge about the point spread function is available, are shown.
Keywords :
deconvolution; geophysical signal processing; geophysical techniques; image processing; remote sensing; terrain mapping; deconvolution; geophysical measurement technique; image processing; image restoration; land surface; point spread function; remote sensing; satellite imagery; terrain mapping; Deconvolution; Degradation; Image quality; Image resolution; Image restoration; Optical imaging; Optical sensors; Remote sensing; Satellites; Spatial resolution;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2002. IGARSS '02. 2002 IEEE International
Print_ISBN :
0-7803-7536-X
DOI :
10.1109/IGARSS.2002.1026574