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Jul, 2022
基于熵的特征提取用于实时语义分割
Entropy-Based Feature Extraction For Real-Time Semantic Segmentation
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Lusine Abrahamyan, Nikos Deligiannis
TL;DR
介绍了一种高效的熵编码补丁计算模块,用于处理计算资源受限的语义分割问题,通过使用不同数量参数的卷积编码器在不同熵的图像补丁上提取特征,以在保持现有性能的情况下减少计算成本。
Abstract
This paper introduces an efficient patch-based computational module, coined
entropy-based patch encoder
(EPE) module, for
resource-constrained semantic segmentation
. The EPE module consists of three lightweight <
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