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SPP-net(Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition)
時間 2020-12-30
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Abstract SPP-net提出了空間金字塔池化層來解決CNN只是輸入固定尺寸的問題,因爲單固定尺寸的輸入會影響識別效果,並且對於多尺度圖像的情況下魯棒性不好。SPP-net很好的解決了以上問題,對於任意尺度圖像都可以提取出固定維度的特徵,實驗證明SPP-net對分類任務(不同網絡結構)和目標探測任務都有積極的作用。RCNN則是將候選區送入模型,這樣會非常耗時,而且SPP-net網絡以整張圖
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相關文章
1.
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
2.
SPPNet:Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
3.
【SPP-net】《Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition》
4.
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目標檢測--Spatial pyramid pooling in deep convolutional networks for visual recognition(PAMI, 2015)
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