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Sep, 2017
使用打补丁卷积神经网络从单张图像快速检测阴影
Fast Shadow Detection from a Single Image Using a Patched Convolutional Neural Network
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Sepideh Hosseinzadeh, Moein Shakeri, Hong Zhang
TL;DR
本研究提出了一种基于深度学习框架的快速阴影检测方法，使用多类支持向量机获取阴影先验图，并使用语义感知的小区域级卷积神经网络对阴影进行训练，实验结果表明该方法显著降低了阴影检测的时间复杂度，并且与最先进的方法相比，不失准确性。
Abstract
In recent years, various
shadow detection
methods from a single image have been proposed and used in vision systems; however, most of them are not appropriate for the
robotic applications
due to the expensive
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