no code implementations • 11 Oct 2023 • Julia Werner, Christoph Gerum, Moritz Reiber, Jörg Nick, Oliver Bringmann
This paper presents a method to efficiently classify the gastroenterologic section of images derived from Video Capsule Endoscopy (VCE) studies by exploring the combination of a Convolutional Neural Network (CNN) for classification with the time-series analysis properties of a Hidden Markov Model (HMM).
no code implementations • 8 Sep 2022 • Christoph Gerum, Adrian Frischknecht, Tobias Hald, Paul Palomero Bernardo, Konstantin Lübeck, Oliver Bringmann
The increasing spread of artificial neural networks does not stop at ultralow-power edge devices.
no code implementations • 15 Sep 2021 • Anwesh Mohanty, Adrian Frischknecht, Christoph Gerum, Oliver Bringmann
Keyword spotting (KWS) is becoming a ubiquitous need with the advancement in artificial intelligence and smart devices.