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Exploit All the Layers: Fast and Accurate CNN Object Detector with SDP and CRC
時間 2021-01-02
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核心: 在Fast-RCNN的基礎上,設計了兩種改進方法: 一是尺度相關的池化SDP用於提升小尺寸物體檢測; 二是逐層級聯拒絕分類器CRC用於提速。 利用卷積網絡的每一層的特徵來拒絕負的Proposals; 對沒有被拒絕的proposals使用SDP進行評估; Scale-Dependent Pooling 該方法是基於Fast-RCNN的,SDP根據每個proposal的尺寸,從對應的卷積層特
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