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Joint Discriminative and Generative Learning for Person Re-identification
時間 2021-01-02
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Reid
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簡介 只是簡單的論文閱讀筆記,不做深入解讀 原理是,用一個DG-net的網絡,集成了數據生成模塊和reid學習模塊,一個是外觀代碼塊和一個結構代碼塊;外觀代碼用於提取行人的衣帽等特徵,結構代碼塊用於提取行人的姿態,身材,頭髮顏色等的特徵。輸入兩個圖片,利用上面所說的兩個模塊進行特徵的交換,這樣就可以合成高質量的圖像,實質就是利用生成的數據來進行數據的增強,然後再進行訓練學習。
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相關文章
1.
【Person Re-ID】Deep-Person: Learning Discriminative Deep Features for Person Re-Identification
2.
Person search: Joint Detection and Identification Feature Learning for Person Search筆記
3.
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4.
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