Sören Klemm

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 8

Top Topics

Processing Pipeline

Background Subtraction

Sparsity Regularization

Top Venues

Publications

Karim Huesmann, Sören Klemm, Lars Linsen, Benjamin Risse
Exploiting the Full Capacity of Deep Neural Networks while Avoiding Overfitting by Targeted Sparsity Regularization. CoRR (2020)
Sören Klemm, Robin Rexeisen, Walter Stummer, Xiaoyi Jiang, Markus Holling
A video processing pipeline for intraoperative analysis of cerebral blood flow. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 8 (4) (2020)
Sagad Hamid, Adrian Derstroff, Sören Klemm, Quynh Quang Ngo, Xiaoyi Jiang, Lars Linsen
Visual Ensemble Analysis to Study the Influence of Hyper-parameters on Training Deep Neural Networks. MLVis@EuroVis (2019)
Sören Klemm, Robin D. Ortkemper, Xiaoyi Jiang
Deploying Deep Learning into Practice: A Case Study on Fundus Segmentation. MIUA (2019)
Sören Klemm, Xiaoyi Jiang, Benjamin Risse
Deep Distance Transform to Segment Visually Indistinguishable Merged Objects. GCPR (2018)
Sören Klemm, Aaron Scherzinger, Dominik Drees, Xiaoyi Jiang
Barista - a Graphical Tool for Designing and Training Deep Neural Networks. CoRR (2018)
Aaron Scherzinger, Sören Klemm, Dimitri Berh, Xiaoyi Jiang
CNN-Based Background Subtraction for Long-Term In-Vial FIM Imaging. CAIP (1) (2017)
Sören Klemm, Yasmina Andreu, Pedro Henríquez, Bogdan J. Matuszewski
Robust Face Recognition using Key-point Descriptors. VISAPP (2) (2015)