An approach of semiautomated road extraction from aerial image based on template matching and neural network

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives

Volumn 33, Issue , 2000, Pages 994-999

  Hu, Xiangyun ^a   Zhang, Zuxun ^a   Zhang, Jianqing ^a  

^a WUHAN UNIVERSITY   (China)

Author keywords

Artificial neural network; Binary template; Correlation coefficient; Hopfield model; Optimization; Road extraction; Semiautomatic extraction; Template matching

Indexed keywords

ANTENNAS; AUTOMATION; DATA HANDLING; EXTRACTION; FEATURE EXTRACTION; HOPFIELD NEURAL NETWORKS; IMAGE PROCESSING; NEURAL NETWORKS; OPTIMIZATION; PIXELS; REMOTE SENSING; ROADS AND STREETS;

BINARY TEMPLATE; CORRELATION COEFFICIENT; GRAPHICS INTERFACE; HOPFIELD MODELS; INTERACTIVE IMAGES; MATCHING AND OPTIMIZATIONS; ROAD EXTRACTION; SEMI-AUTOMATED ROAD EXTRACTION;

TEMPLATE MATCHING;

EID: 33846220775     PISSN: 16821750     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Fischler M A., 1981. Detection of roads and linear structures in low resolution aerial imagery using a multi-source knowledge integration technique. Computer Graphics and Image Processing, vol 15, pp. 201-223.
2. Gruen A, Li H H., 1996. Linear feature extraction with LSB snakes from multiple images. In: International Archives of Photogrammetry and Remote Sensing, Vol 31, Part B3, pp. 266-272.
3. Gruen A, Li H H., 1995. Road Extraction from aerial and satellite images by dynamic programming. Journal of photogrammetry and remote sensing, vol 30, pp. 11-20.
4. Gruen A, Li H H., 1995. Semiautomatic road extraction as a model driven optimization procedure. Digital Photogrammetry and Remote Sensing 95' SPIE Proceedings Series, Vol 2646, pp. 160-171.
5. Heipke C, Steger C. A., 1995. Hierarchical approach to automatic road extraction from aerial imagery. Integrating photogrammetric techniques with scene analysis and machine vision II, SPIE Proceedings Series, vol 2486, pp. 222-231.
6. Hu X Y., 1998. Semiautomatic road extraction from aerial image based on template matching (in Chinese). Wuhan Technical University of Surveying and Mapping, Wuhan.
7. Quam L H., 1985. Road tracking and anomaly detection in aerial imagery. In: SRI International AI Center Technical Note 158, Proc of the DAPRA Image Understanding Workshop.
8. Trinder J, Li H H., 1995. Semiautomatic feature extraction by snakes. In: Automatic extraction of man-made objects from aerial and space images, Birkhaeuser Verlag, pp. 95-104.
9. Zhang Z Z, Zhang J Q., 1996. Digital photogrammetry (in Chinese). Wuhan Technical University of Surveying and Mapping Press, Wuhan.
10. Zhong Y X., 1993. Theories and technologies of intelligence - artificial intelligence and neural network (in Chinese). People's Postal Press, Beijing.