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Learning to segment from misaligned and partial labels理解
時間 2021-01-02
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文章主要解決標註的兩個問題: (1)標註和RGB影像沒有對齊,主要是平移偏差 (2)標註缺失 爲了解決問題1,需要少量的RGB影像和精細標註FineLabel。首先對fineLabel做平移自變換,得到misaligned label,基座y.然後將RGB image和misaligned label輸入網絡中訓練,去預測FineLabel. 對於問題2(影像只有部分標註),輸入多個點組成的圖
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