Vehicle extraction from high-resolution satellite image using template matching

Dehchaiwong Natt; Xiaoguang Cao

doi:10.1117/12.2207597

9 December 2015 Vehicle extraction from high-resolution satellite image using template matching

Dehchaiwong Natt, Xiaoguang Cao

Proceedings Volume 9808, International Conference on Intelligent Earth Observing and Applications 2015; 98080G (2015) https://doi.org/10.1117/12.2207597
Event: International Conference on Intelligent Earth Observing and Applications, 2015, Guilin, China

Abstract

The process of vehicle examination by using satellite images is complicated and cumbersome process. At the present, the high definition satellite images are being used, however, the images of the vehicles can be seen as just a small point which is difficult to separate it out from the background that the image details are not sufficient to identify small objects. In this research, the techniques for the process of vehicle examination by using satellite images were applied by using image data from Pléiades which is the satellite image with high resolution of 0.40 m. The objective of this research is to study and develop the device for data extracting from satellite images, and the received data would be organized and created as Geospatial information by the concept of the picture matching with a pattern matching or Template Matching developed with Matlab program and Sum of Absolute Difference method collaborated with Neural Network technique in order to help evaluating pattern matching between template images of cars and cars’ images which were used to examine from satellite images. The result obtained from the comparison with template data shows that data extraction accuracy is greater than 90%, and the extracted data can be imported into Geospatial information database. Moreover, the data can be displayed in Geospatial information Software, and it also can be searched by quantity condition and satellite image position.

Citation Download Citation

Dehchaiwong Natt and Xiaoguang Cao "Vehicle extraction from high-resolution satellite image using template matching", Proc. SPIE 9808, International Conference on Intelligent Earth Observing and Applications 2015, 98080G (9 December 2015); https://doi.org/10.1117/12.2207597

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KEYWORDS

Image processing

Earth observing sensors

Satellite imaging

Satellites

Aluminum

Roads

Databases

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