像素级深度学习用于轮廓检测

Apr, 2015

Pixel-wise Deep Learning for Contour Detection

Jyh-Jing Hwang, Tyng-Luh Liu

TL;DR本文介绍一种利用 DenseNet 和 SVM 进行每像素分类的边缘检测方法，并在 BSDS500 上验证了不同 CNN 层对每像素特征结合的效果。

Abstract

We address the problem of contour detection via per-pixel classifications of edge point. To facilitate the process, the proposed approach leverages with densenet, an efficient implementation of multiscale convolu