基于全景圖像自動處理的氣象觀測站全景圖和擋角圖制作方法
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河北省科技廳項目(17210803D)、河北省科技廳項目(16273705D)、河北省科技廳自籌項目(16210805)資助


A Method for Drawing a Panorama and Shading Angle Diagram of Meteorological Observation Stations Based on Automatic Panoramic Image Processing
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    摘要:

    目前氣象觀測站探測環境測評工作大多由工作人員借助照相機、經緯儀和激光測距儀等工具測量評估指標手工計算出測評結果,該方法中人為測量的因素可能會導致不客觀的測評結果。本文提出基于全景圖像自動處理的氣象觀測站探測環境全景圖和擋角圖制作方法。通過旋轉式相機、激光測距儀來獲取氣象觀測站四周環境相鄰且互相重疊的多張圖像。然后采用柱面全景圖的拼接方法將采集的圖像生成氣象觀測站探測環境的全景圖。利用“漸入漸出”的方法對全景圖像進行融合,通過對全景圖像進行濾波處理、二值化處理、形態學處理、邊緣檢測來完成圖像預處理,進而計算得到全景圖像最大邊緣像素點坐標、觀測場周圍障礙物的實際高度、障礙物到觀測場中心的距離以及障礙物到測場中心的最大仰角,并將測評結果實時展示。結果表明,該方法能夠提高氣象觀測站探測環境測評工作的效率。

    Abstract:

    Currently, meteorological stations mostly use instruments like cameras, theodolites and laser range finders to manually calculate the assessment results of the the observed environment, according to the evaluation indicators, which for the manually measured factors, may lead to nonobjective assessment results. To deal with the problem, this study proposes a method for making a panorama and shading angle diagram for meteorological stations for improving the observation environment based on automatic panoramic image processing. This method acquires the multiple adjoining and overlapping pictures of the surrounding environment by rotary cameras and laser range finders, combines the acquired pictures into a panoramas of the observation environment with the splicing technique of a cylindrical panorama. By fusing these panoramas with a “fade in and out” effect and preprocessing these images with filtering, binarization processing, morphological processing, and edge detection, this method figures out the coordinates of the maximum boundary pixel of the panorama, the actual altitudes of the obstructions around the observation site, their distance to the observation site center and the maximum elevation of the obstructions to the center. It can also make the realtime display of the assessment. The results indicate that the method can help observation stations to improve the efficiency of environment assessment.

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王震洲,張書娟.基于全景圖像自動處理的氣象觀測站全景圖和擋角圖制作方法[J].氣象科技,2018,46(6):1098~1102

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  • 收稿日期:2017-12-17
  • 定稿日期:2018-07-09
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  • 在線發布日期: 2018-12-27
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