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Joint semantic segmentation and boundary detection using iterative pyramid cintexts
時間 2020-12-25
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摘要:我們提出了一種用於語義分割和邊界檢測的聯合多任務學習框架。它的關鍵組成部分是迭代金字塔上下文模型(PCM),它是雙任務的,並且存儲分享潛在的語義在兩個任務之間迭代。對於語義邊界檢測,我們提出以新穎的空間梯度融合去抑制非語義的信息。語義邊界檢測是雙邊任務的,我們引入基於邊界一致性約束損失函數去提高語義分割的邊界像素精。我們的方法在語義分割和語義邊界檢測兩方面超越了SOTA,特別的,我們在Cit
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相關文章
1.
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