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Nov, 2016
使用对抗网络进行语义分割
Semantic Segmentation using Adversarial Networks
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Pauline Luc, Camille Couprie, Soumith Chintala, Jakob Verbeek
TL;DR
本文提出一种对语义分割模型进行对抗训练的方法,通过训练一个卷积语义分割网络和一个对抗网络,可以检测和纠正真实分割地图与分割网络产生的高阶不一致性,实验结果表明,我们的对抗训练方法可以在Stanford Background和PASCAL VOC 2012数据集上提高准确性。
Abstract
adversarial training
has been shown to produce state of the art results for generative image modeling. In this paper we propose an
adversarial training
approach to train
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