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Acquisition of Agronomic Images with Sufficient Quality by Automatic Exposure Time Control and Histogram Matching

机译:通过自动曝光时间控制和直方图匹配获取高质量的农艺图像

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Agronomic images in Precision Agriculture are most times used for crop lines detection and weeds identification; both are a key issue because specific treatments or guidance require high accuracy. Agricultural images are captured in outdoor scenarios, always under uncontrolled illumination. CCD-based cameras, acquiring these images, need a specific control to acquire images of sufficient quality for greenness identification from which the crop lines and weeds are to be extracted. This paper proposes a procedure to achieve images with sufficient quality by controlling the exposure time based on image histogram analysis, completed with histogram matching. The performance of the proposed procedure is verified against testing images.
机译:精准农业中的农艺图像通常用于作物株系检测和杂草鉴定。两者都是关键问题,因为特定的治疗或指导要求很高的准确性。总是在不受控制的照明条件下在室外场景中捕获农业图像。获取这些图像的基于CCD的相机需要特殊的控制,以获取具有足够质量的图像以进行绿色识别,从中可以提取农作物株系和杂草。本文提出了一种基于图像直方图分析,通过控制直方图曝光时间来实现高质量图像的过程,并完成了直方图匹配。对照测试图像验证了所提出程序的性能。

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