Error Correction Method for Untrained Data to Estimate Accurate Parking Vehicle Shape by Millimeter-Wave Radar with Deep Learning
We research parking scene reconstruction by a deep neural network (DNN) using a millimeter-wave radar. High accuracy can be achieved for the training dataset; however, it is degraded on untrained data. It is an unavoidable challenge of generalizability in machine learning. To solve this issue, we pr...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Society of Automotive Engineers of Japan, Inc.
2022-04-01
|
| Series: | International Journal of Automotive Engineering |
| Online Access: | https://www.jstage.jst.go.jp/article/jsaeijae/13/2/13_20224277/_article/-char/ja |