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An instance-based learning approach for thresholding in crop images under different outdoor conditio
時間 2021-01-14
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計算機視覺
作物行檢測
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圖片處理
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這篇文章主要是爲了解決包含作物行的圖像灰度化後,二值化所需閾值的選擇問題。 作者主要利用k-means算出訓練集中與之在概率累積圖上相近的k幅圖,然後將這些圖的閾值乘以相應的權重獲得目標圖的二值化閾值。 作者首先利用超綠特徵將圖像灰度化 對灰度化後的圖像生成灰度直方圖,然後對灰度直方圖生成概率直方圖。 選擇多種光照條件下的圖像,並人工選擇合適的閾值,將這些圖像作爲訓練集。 對於目標圖像,利用k-m
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