Unraveling False Positives in Unsupervised Defect Detection Models: A Study on Anomaly-Free Training Datasets.

Ji Qiu Hongmei Shi Yuhen Hu Zujun Yu

Published in: Sensors (2023)

Keyphrases

false positives
defect detection
training dataset
number of false positives
false negative
false alarms
detection rate
data sets
false positive rate
anomaly detection
input image
parameter estimation
model selection
classification accuracy
probabilistic model
pairwise
machine learning
database