BriefGPT.xyz
Jun, 2013
场景解析的循环卷积神经网络
Recurrent Convolutional Neural Networks for Scene Parsing
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Pedro H. O. Pinheiro, Ronan Collobert
TL;DR
通过循环卷积神经网络的方法,可在不依赖于分割方法和任务特定特征的情况下,对图像里的所有像素赋予分类标签,并且无需在测试时像其他方法那样昂贵,因此可在 Stanford Background 数据集和 SIFT Flow 数据集上获得最先进的性能。
Abstract
scene parsing
is a technique that consist on giving a label to all pixels in an image according to the class they belong to. To ensure a good visual coherence and a high class accuracy, it is essential for a scene parser to capture
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