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Spatial Pyramid Pooling

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Encoder-DecoderwithAtrous Separable Convolution for ...

openaccess.thecvf.com

Spatial Pyramid Pooling, or ASPP), while PSPNet [24] performs pooling opera-tions at different grid scales. Even though rich semantic information is encoded in the last feature map, detailed information related to object boundaries is missing due to the pooling or convolutions with striding operations within the network backbone.

  Pyramid, Spatial, Pooling, Spatial pyramid pooling

rbg@microsoft

arxiv.org

Spatial pyramid pooling networks (SPPnets) [11] were pro-posed to speed up R-CNN by sharing computation. The SPPnet method computes a convolutional feature map for the entire input image and then classifies each object pro-posal using a feature vector extracted from the shared fea-ture map. Features are extracted for a proposal by max-

  Pyramid, Spatial, Pooling, Spatial pyramid pooling

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