Title :
An original multi-sensor approach to scale-based image analysis for aerial and satellite images
Author :
Winter, Alexandre ; Maître, Henri ; Cambou, Nicole ; Legrand, Eric
Author_Institution :
Dept. IMA, ENST, Paris, France
Abstract :
This paper presents an original scale-based image analysis scheme dedicated to the automatic low-level interpretation of aerial and satellite images. It is based on an entropic scale detector. Since this detector is highly robust, the scheme we propose can efficiently merge images from sensors of various resolutions, and thereby widen the usual range of scales that can be processed. Hence, it is adapted to the analysis of remote sensing scenes, that contain objects of a wide range of sizes. This original method efficiently merges the information of various scales, while being robust and fully automatic. Eventually, it detects every object with a minimum amount of pixels, and is thereby fast
Keywords :
entropy; geophysical signal processing; image processing; remote sensing; sensor fusion; aerial images; automatic low-level interpretation; entropic scale detector; object detection; original multi-sensor approach; remote sensing scenes; satellite images; scale-based image analysis; Detectors; Image analysis; Image resolution; Image sensors; Layout; Object detection; Pixel; Remote sensing; Robustness; Satellites; Technological innovation;
Conference_Titel :
Image Processing, 1997. Proceedings., International Conference on
Conference_Location :
Santa Barbara, CA
Print_ISBN :
0-8186-8183-7
DOI :
10.1109/ICIP.1997.638729