A robust and high-precision edge segmentation and refinement method for high-resolution images

A robust and high-precision edge segmentation and refinement method for high-resolution images

Limited by GPU memory, high-resolution image segmentation is a highly challenging task. To improve the accuracy of high-resolution segmentation, High-Resolution Refine Net (HRRNet) is proposed. The network is divided into a rough segmentation module and a refinement module. The former improves DeepL...

Full description

Bibliographic Details
Main Authors: Qiming Li, Chengcheng Chen
Format: Article
Language:English
Published: AIMS Press 2023-01-01
Series:Mathematical Biosciences and Engineering
Subjects:
high-resolution semantic segmentation
global process and local process
edge refinement
sobel operator
cascading method
data augmentation
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023049?viewType=HTML

Internet

https://www.aimspress.com/article/doi/10.3934/mbe.2023049?viewType=HTML

Similar Items