Search Results for author: Julia Werner

Found 1 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

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