Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow
文章提出了包含兩個生成網絡,兩個判別網絡的網絡結構,用於去除圖像中的陰影,並還原沒有陰影的真實圖像.網絡機構圖如下, 生成網絡G1用於檢測陰影區域,輸入爲包含陰影的圖像,輸出爲陰影區域圖像.生成網絡G2用於去除陰影,輸入爲包含陰影的圖像和G1生成的二值圖像的,輸出爲去除陰影的圖像.判別網絡D1,D2用於監督這兩個生成過程,直到模型收斂.判別網絡D1的輸入爲,將陰影圖像分別和G1檢測的陰影區域圖像,
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