A model-based approach to the automatic extraction of linear features from airborne images

被引:52
作者
Katartzis, A [1 ]
Sahli, H [1 ]
Pizurica, V [1 ]
Cornelis, J [1 ]
机构
[1] Free Univ Brussels, IRIS, ETRO, B-1050 Brussels, Belgium
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2001年 / 39卷 / 09期
关键词
airborne images; linear features; mathematical morphology; Markov random fields;
D O I
10.1109/36.951102
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
We describe a model-based method for the automatic extraction of linear features, like roads and paths, from aerial images. The paper combines and extends two earlier approaches for road detection in SAR satellite images and presents the modifications needed for the application domain of airborne image analysis together with representative results.
引用
收藏
页码:2073 / 2079
页数:7
相关论文
共 16 条
[1]  
Aarts E., 1989, Wiley-Interscience Series in Discrete Mathematics and Optimization
[2]   Automatic finding of main roads in aerial images by using geometric-stochastic models and estimation [J].
Barzohar, M ;
Cooper, DB .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1996, 18 (07) :707-721
[4]  
Chanussot J, 1998, COMP IMAG VIS, V12, P399
[5]   DETECTION OF ROADS AND LINEAR STRUCTURES IN LOW-RESOLUTION AERIAL IMAGERY USING A MULTISOURCE KNOWLEDGE INTEGRATION TECHNIQUE [J].
FISCHLER, MA ;
TENENBAUM, JM ;
WOLF, HC .
COMPUTER GRAPHICS AND IMAGE PROCESSING, 1981, 15 (03) :201-223
[6]   An active testing model for tracking roads in satellite images [J].
Geman, D ;
Jedynak, B .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1996, 18 (01) :1-14
[7]  
KATARTZIS A, 2000, P INT S MATH MORPH I
[8]  
KATARTZIS A, 2000, P INT S MATH MORPH I, V5, P405
[9]  
KATARTZIS A, 2000, IRISTR0062 VUB
[10]   Delineating buildings by grouping lines with MRFs [J].
Krishnamachari, S ;
Chellappa, R .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1996, 5 (01) :164-168