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Adversarial Image Registration with Application for MR and TRUS Image Fusion
時間 2020-12-30
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一、Motivation 1 磁共振(MR)和經直腸超聲(TRUS)圖像配準是MR-TRUS融合的關鍵組成部分。 2.由於圖像外觀之間的巨大差異以及圖像對應關係的較大差異。 3 提出了對抗圖像配準(AIR)框架。 通過同時訓練兩個深度神經網絡,一個是生成器,另一個是判別器。 4 而且還有一個度量網絡,可以幫助評估圖像配準的質量。 5 但是,多模式圖像配準是一項非常艱鉅的任務,因爲很難定義魯棒的圖像
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