Towards Achieving Robust Low-level and High-level Scene Parsing.
IEEE Transactions on Image Processing(2019)
摘要
In this paper, we address the challenging task of scene segmentation. We first discuss and compare two widely used approaches to retain detailed spatial information from pre-trained convolutional context network (CNN)-“dilation” and “skip”. Then, we demonstrate that the parsing performance of “skip” network can be noticeably improved by modifying the parameterization of skip layers. Furthermore, w...
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关键词
Image segmentation,Convolution,Semantics,Aggregates,Computer architecture,Network architecture,Object recognition
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