Christoph Linse

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Convolutional Neural Networks

Ear Recognition

Wavelet Features

Facial Landmarks

Top Venues

Publications

Christoph Linse, Thomas Martinetz
Large Neural Networks Learning from Scratch with Very Few Data and without Explicit Regularization. ICMLC (2023)
Christoph Linse, Erhardt Barth, Thomas Martinetz
Convolutional Neural Networks Do Work with Pre-Defined Filters. IJCNN (2023)
Christoph Linse, Hammam A. Alshazly, Thomas Martinetz
A walk in the black-box: 3D visualization of large neural networks in virtual reality. Neural Comput. Appl. 34 (23) (2022)
Christoph Linse, Thomas Martinetz
Large Neural Networks Learning from Scratch with Very Few Data and without Regularization. CoRR (2022)
Hammam A. Alshazly, Christoph Linse, Mohamed Abdalla, Erhardt Barth, Thomas Martinetz
COVID-Nets: deep CNN architectures for detecting COVID-19 using chest CT scans. PeerJ Comput. Sci. 7 (2021)
Hammam A. Alshazly, Christoph Linse, Erhardt Barth, Sahar Ahmed Idris, Thomas Martinetz
Towards Explainable Ear Recognition Systems Using Deep Residual Networks. IEEE Access 9 (2021)
Hammam A. Alshazly, Christoph Linse, Erhardt Barth, Thomas Martinetz
Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning. Sensors 21 (2) (2021)
Hammam A. Alshazly, Christoph Linse, Erhardt Barth, Thomas Martinetz
Deep Convolutional Neural Networks for Unconstrained Ear Recognition. IEEE Access 8 (2020)
Hammam A. Alshazly, Christoph Linse, Erhardt Barth, Thomas Martinetz
Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning. CoRR (2020)
Hammam A. Alshazly, Christoph Linse, Erhardt Barth, Thomas Martinetz
Ensembles of Deep Learning Models and Transfer Learning for Ear Recognition. Sensors 19 (19) (2019)
Hammam A. Alshazly, Christoph Linse, Erhardt Barth, Thomas Martinetz
Handcrafted versus CNN Features for Ear Recognition. Symmetry 11 (12) (2019)