An End-to-End Framework for Joint Denoising and Classification of Hyperspectral Images.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2023.3264587
Abstract: Image denoising and classification are typically conducted separately and sequentially according to their respective objectives. In such a setup, where the two tasks are decoupled, the denoising operation does not optimally serve the classification task… read more here.
Keywords: framework joint; classification; deep learning; denoising classification ... See more keywords
Joint denoising and classification network: application to microseismic event detection in hydraulic fracturing distributed acoustic sensing monitoring
Sign Up to like & getrecommendations! Published in 2023 at "GEOPHYSICS"
DOI: 10.1190/geo2022-0296.1
Abstract: Deep learning has been applied to microseismic event detection over the past few years. However, it is still challenging to detect microseismic events from records with low signal-to-noise ratios (SNRs). To achieve high accuracy of… read more here.
Keywords: event detection; denoising classification; jointnet;