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Change Detection Based on Deep Siamese Convolutional Network for Optical Aerial Images
時間 2020-12-23
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Machine Learning
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change detection
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論文地址:https://sci-hub.ren/10.1109/lgrs.2017.2738149 Abstract 提出了一種基於深度孿生卷積網絡的新型有監督變化檢測方法,用於光學航空圖像。 我們使用加權對比損失訓練孿生卷積網絡。 該方法的新穎之處在於,可以學習孿生網絡以直接從圖像對中提取特徵。 與傳統的變化檢測方法使用的手工特徵相比,提取的特徵更加抽象和強大。 此外,由於加權對比損失函數的優
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