A One-Stage Approach for Surface Anomaly Detection with Background Suppression Strategies

A One-Stage Approach for Surface Anomaly Detection with Background Suppression Strategies

We explore a one-stage method for surface anomaly detection in industrial scenarios. On one side, encoder-decoder segmentation network is constructed to capture small targets as much as possible, and then dual background suppression mechanisms are designed to reduce noise patterns in coarse and fine...

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Bibliographic Details
Main Authors: Gaokai Liu, Ning Yang, Lei Guo, Shiping Guo, Zhi Chen
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Sensors
Subjects:
surface anomaly detection
computer vision
deep learning
one stage
background suppression
Online Access:https://www.mdpi.com/1424-8220/20/7/1829

Internet

https://www.mdpi.com/1424-8220/20/7/1829

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