Road Induced Noise Prediction using Deep Learning from Road Surface Images

DOI Web Site

Bibliographic Information

Other Title
  • 深層学習による路面画像を用いた路面入力騒音の予測
  • シンソウ ガクシュウ ニ ヨル ロメン ガゾウ オ モチイタ ロメン ニュウリョク ソウオン ノ ヨソク

Search this article

Abstract

The purpose of this research is to predict both the frequency and peak level of road induced noise from the signals of monocular camera adopted for automatic driving without newly adding sensors for utilizing the prediction result as a reference signal to reduce road induced noise by ANC. Using the monocular camera, both the frequency and peak level of road induced noise is predicted by machine learning from the road surface features which are extracted from road surface images by three image recognition techniques (HOG, CNN, autoencoder).

Journal

Keywords

Details 詳細情報について

Report a problem

Back to top