Nov, 2023
基于拓扑特征和神经网络的图像分类
Image Classification using Combination of Topological Features and Neural Networks
Mariana Dória Prata Lima, Gilson Antonio Giraldi, Gastão Florêncio Miranda Junior
TL;DR通过持续同调方法,将拓扑学特征与深度学习特征相结合,用于多类别分类任务,对 MNIST 数据集进行分析和评估,发现拓扑信息可以提高神经网络的准确性。