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1607.CVPR-Joint Learning of Single-image and Cross-image Representations for Person ReID 論文筆記
時間 2020-12-26
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行人重識別
論文閱讀筆記
ReID
深度學習
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作者將reid任務按照最終測度方法的不同,分成了兩類:即按照距離loss訓練方法的SIR(single-image representation)和按照對比loss訓練網絡的CIR(cross-image representation),作者提出了一種卷積神經網絡框架,可以將兩類方法整合到一個框架裏,進行聯合訓練,最終以得分和閾值設置的形式應用訓練好的模型。這樣可以提升匹配率的直覺上的原因: SI
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相關文章
1.
ReID論文筆記1-Deeply-Learned Part-Aligned Representations for Person Re-Identification
2.
2020Arxiv之ReID:Deep Learning for Person Re-identification: A Survey and Outlook論文筆記
3.
1604.Joint Detection and Identification Feature Learning for Person Search論文閱讀筆記
4.
【ReID】Hierarchical and Efficient Learning for Person Re-Identification
5.
part-aligned系列論文:1707.Deeply-Learned Part-Aligned Representations for Person Re-Identification 論文筆記
6.
論文筆記----DeepWalk: Online Learning of Social Representations
7.
論文筆記:DeepWalk: Online Learning of Social Representations
8.
ReID簡記-3-3D PersonVLAD: Learning Deep Global Representations for Video-based Person Re-id
9.
【論文筆記】Joint Unsupervised Learning of Deep Representations and Image Clusters
10.
1610.Deep Learning Prototype Domains for Person Re-Identification-CUHK-SYSU-PRW 論文筆記
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