Sören Klemm

According to our database, Sören Klemm authored at least 9 papers between 2015 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

From handcrafted features to handcrafted neural networks.

Sören Klemm

PhD thesis, 2020

Exploiting the Full Capacity of Deep Neural Networks while Avoiding Overfitting by Targeted Sparsity Regularization.

Karim Huesmann, Sören Klemm, Lars Linsen, Benjamin Risse

CoRR, 2020

A video processing pipeline for intraoperative analysis of cerebral blood flow.

Sören Klemm, Robin Rexeisen, Walter Stummer, Xiaoyi Jiang, Markus Holling

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020

2019

Visual Ensemble Analysis to Study the Influence of Hyper-parameters on Training Deep Neural Networks.

Sagad Hamid, Adrian Derstroff, Sören Klemm, Quynh Quang Ngo, Xiaoyi Jiang, Lars Linsen

Proceedings of the 2nd Workshop on Machine Learning Methods in Visualisation for Big Data, 2019

Deploying Deep Learning into Practice: A Case Study on Fundus Segmentation.

Sören Klemm, Robin D. Ortkemper, Xiaoyi Jiang

Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019

2018

Barista - a Graphical Tool for Designing and Training Deep Neural Networks.

Sören Klemm, Aaron Scherzinger, Dominik Drees, Xiaoyi Jiang

CoRR, 2018

Deep Distance Transform to Segment Visually Indistinguishable Merged Objects.

Sören Klemm, Xiaoyi Jiang, Benjamin Risse

Proceedings of the Pattern Recognition - 40th German Conference, 2018

2017

CNN-Based Background Subtraction for Long-Term In-Vial FIM Imaging.

Aaron Scherzinger, Sören Klemm, Dimitri Berh, Xiaoyi Jiang

Proceedings of the Computer Analysis of Images and Patterns, 2017

2015

Robust Face Recognition using Key-point Descriptors.

Sören Klemm, Yasmina Andreu, Pedro Henríquez, Bogdan J. Matuszewski

Proceedings of the VISAPP 2015, 2015