Automatic extraction of road network from SAR imagery based on genetic algorithm

Jisuanji Xuebao/Chinese Journal of Computers

Volumn 30, Issue 7, 2007, Pages 1186-1194

  Jia, Cheng Li ^a   Zhao, Ling Jun ^a   Wu, Qi Chang ^b   Kuang, Gang Yao ^a  

^a NATIONAL UNIVERSITY OF DEFENSE TECHNOLOGY   (China)

^b Beijing Institute of Remote Sensing Information   (China)

Author keywords

Genetic algorithm; Linear feature detecting; Primitive line segment extraction; Road detection; SAR imagery

Indexed keywords

GENETIC ALGORITHMS; PIXELS;

LINEAR FEATURE DETECTING; PRIMITIVE LINE SEGMENT EXTRACTION; RADON TRANSFORM; ROAD DETECTION;

SYNTHETIC APERTURE RADAR;

EID: 34548331637     PISSN: 02544164     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (7)

1. Tupin F, MaÎtre H, Mangin J F et al. Detection of linear features in SAR images: Application to road network extraction. IEEE Transactions on Geoscience and Remote Sensing, 1998, 36 (2): 434-453
2. Kartartzis A, Sahli H, Pizurica V et al. A model-based approach to the automatic extraction of linear features form airborne images. IEEE Transactions on Geoscience and Remote Sensing, 2001, 39 (9): 2073-2079
3. Jeon B, Jang J, Hong K. Road detection in spaceborne SAR images using a genetic algorithm. IEEE Transactions on Geoscience and Remote Sensing, 2002, 40 (1): 22-29
4. Jia Cheng-Li, Kuang Gang-Yao. Automatic extraction of roads from low resolution SAR images. Journal of Image and Graphics, 2005, 10 (10): 1218-1223 (in Chinese)
5. Cardoso, Luiz Alberto L S. Computer aided recognition of man-made structures in aerial photographs [Ph. D. dissertation]. Naval Postgraduate School, Monterey CA, 1999
6. He Bin, Ma Tian-Yu, Wang Yun-Jian et al. Digital Image Processing. Beijing: Posts and Telecommunication Press, 2001 (in Chinese)
7. Wiedemann C, Heipke C, Mayer H et al. Empirical evaluation of automatically extracted road axes//Bowyer K J, Phillips P J eds. Empirical Evaluation Methods in Computer Vision. Piscataway, NJ: IEEE Press, 1998: 172-187