A Novel Vehicle Detection Method With High Resolution Highway Aerial Image

  title={A Novel Vehicle Detection Method With High Resolution Highway Aerial Image},
  author={Zezhong Zheng and Guoqing Zhou and Yong Wang and Yalan Liu and Xiaowen Li and Xiaoting Wang and Ling Jiang},
  journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
A robust and efficient vehicle detection method from high resolution aerial image is still challenging. In this paper, a novel and robust method for automatic vehicle detection using aerial images over highway was presented. In the method, a GIS road vector map was used to constrain the vehicle detection system to the highway networks. After the morphological structure element was identified, we utilized the grayscale opening transformation and grayscale top-hat transformation to identify… CONTINUE READING
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