Title :
Dynamic shadow compensation of aerial images based on color and spatial analysis
Author :
Suzuki, Akira ; Shio, Akio ; Arai, Hiroyuki ; Ohtsuka, Sakuichi
Author_Institution :
NTT Cyber Space Labs., Japan
Abstract :
This paper describes a method that can improve the visibility of features in shadowed regions in urban aerial images while retaining nonshadowed regions and the natural tint of shadowed regions automatically. The method first calculates the posteriori probabilities of each pixel belonging to shadowed class or nonshadowed class using color features from a low-frequency component image, and then compensates the intensity and saturation of each pixel in shadowed regions according to the posteriori probabilities. Experimental results indicate the effectiveness of proposed method
Keywords :
compensation; geography; image processing; remote sensing; a posteriori probabilities; aerial images; color analysis; color features; dynamic shadow compensation; intensity compensation; low-frequency component image; natural tint; nonshadowed regions; saturation compensation; shadowed regions; spatial analysis; urban aerial images; Ambient intelligence; Frequency conversion; Humans; Image analysis; Image color analysis; Image segmentation; Laboratories; Pixel; Probability; Vents;
Conference_Titel :
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7695-0750-6
DOI :
10.1109/ICPR.2000.905339