Vehicle detection of parking lot with different resolution aerial images

Zezhong Zheng; Yufeng Lu; Guoqing Zhou; Yalan Liu; Xiaowen Li; Jinxi Chen; Jiang Li

doi:10.1117/12.2069091

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26 November 2014 Vehicle detection of parking lot with different resolution aerial images

Zezhong Zheng, Yufeng Lu, Guoqing Zhou, Yalan Liu, Xiaowen Li, Jinxi Chen, Jiang Li

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Proceedings Volume 9263, Multispectral, Hyperspectral, and Ultraspectral Remote Sensing Technology, Techniques and Applications V; 92632W (2014) https://doi.org/10.1117/12.2069091
Event: SPIE Asia-Pacific Remote Sensing, 2014, Beijing, China

Abstract

Vehicle detection is a very important task for intelligent transportation system. In this paper, a method with mathematical morphology and template matching is presented to detect the crowded vehicles of parking lot with high resolution aerial image. Our experimental results with high resolution aerial image showed that the graded image, with the spatial resolution of 1×1ft, could greatly reduce the calculation time, but with the same accuracy as the original image with the spatial resolution of 0.5×0.5ft .

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Zezhong Zheng, Yufeng Lu, Guoqing Zhou, Yalan Liu, Xiaowen Li, Jinxi Chen, and Jiang Li "Vehicle detection of parking lot with different resolution aerial images", Proc. SPIE 9263, Multispectral, Hyperspectral, and Ultraspectral Remote Sensing Technology, Techniques and Applications V, 92632W (26 November 2014); https://doi.org/10.1117/12.2069091

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