Feature Augmentation Based on Pixel-Wise Attention for Rail Defect Detection

Image-based rail defect detection could be conceptually defined as an object detection task in computer vision. However, unlike academic object detection tasks, this practical industrial application suffers from two unique challenges, including object ambiguity and insufficient annotations. To overc...

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Bibliographic Details
Main Authors: Hongjue Li, Hailang Li, Zhixiong Hou, Haoran Song, Junbo Liu, Peng Dai
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/12/16/8006