Search Results for author: Christoph Gerum

Found 3 papers, 0 papers with code

Precise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs

no code implementations11 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).

Time Series Time Series Analysis

Behavior of Keyword Spotting Networks Under Noisy Conditions

no code implementations15 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.

Keyword Spotting

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