A Research of Gas Open-Set Identification Based on Data Augmentation Algorithm

Significant progress has been made in convolutional neural networks (CNN) based gas recognition. However, existing electronic nose (e-Nose) algorithms all use the closed-set assumption that the test and training samples are in the same label space and can only detect objects of known classes. Howeve...

Full description

Bibliographic Details
Main Authors: Ye Zhu, Jingya Wang
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10049589/