Featured Paper by
Lin Yan, Jiangye Yuan, Liang Cheng, DeLiang Wang and Ron Li
This paper presents the research results on the integration approach using a biologically inspired algorithm
(LEGION) and a geometrically-inspired method (GAC) for target extraction from multiple-source remote-sensing
imageries, specifically EO-1 Hyperion hyperspectral (30-meter resolution), and IKONOS multispectral (4-meter
resolution) images. An automatic road-extraction algorithm based on LEGION (Locally Excitatory Globally
Inhibitory Oscillator Networks, a neurocomputational framework for image segmentation) was developed to extract
main roads from EO-1 Hyperion imagery.
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