基于深度学习的多特征彩色图像边缘特征提取

Edge Feature Extraction of Multi Feature Color Image Based on Deep Learning

传统彩色图像边缘特征提取仅利用中层次与低层次信息,边缘特征提取效果不佳,为此,提出一种可利用高层次信息的多特征彩色图像边缘特征提取方法。经验证,所提方法对彩色图像边缘特征提取效果最好,对彩色图像边缘检测的精度最高。

Traditional color image edge feature extraction only uses medium and low-level information, and the effect of edge feature extraction is poor. Therefore, a multi feature color image edge feature extraction method using high-level information is proposed. After verification, the proposed method has the best effect on color image edge feature extraction and the highest accuracy for color image edge detection.