Marcus Svendstorp

Peak Detection and Baseline Correction Using a Convolutional Neural Network

Peak detection and localization in a noisy signal with an unknown baseline is a fundamental task in signal processing applications such as spectroscopy. A current trend in signal processing is to reformulate traditional processing pipelines as (deep) neural networks that can be trained end-to-end. A…