【论文笔记】Mid-level Visual Element Discovery as Discriminative Mode Seeking
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Doersch, C., Gupta, A., & Efros, A. (2013).Mid-level Visual Element Discovery as Discriminative Mode Seeking.
Contribution
1. 基于mean-shift 来挖掘具有鉴别性的部件
2. 定义了Purity-Coverage 来刻画部件的representative 和discriminative 特性。
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Experiment
在MIT 67上做实验，结果明显优于[1][2]。且首次超过了low-level 特征IFV。
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Reference
[1] Singh, S., Gupta, A., & Efros, A. A. (2012). Unsupervised Discovery of Mid-Level Discriminative Patches. ECCV.
[2] Juneja, M., & Vedaldi, A. (2013). Blocks that Shout：Distinctive Parts for Scene Classification. CVPR.
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