Erhardt Barth

Institute for Integrative and Experimental Genomics — Germany

Computer Science · Physical Sciences

35h-index5.6kcitations208works0.12yr avg
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Research Topics

Advanced Vision and Imaging(41), Gaze Tracking and Assistive Technology(39), Visual Attention and Saliency Detection(36), Visual perception and processing mechanisms(35), Advanced Image and Video Retrieval Techniques(21)

Publications208 total

AI-based collimation optimization for X-ray imaging using depth cameras
Neurocomputing·2025Open Access
Investigating the Impact of Imbalanced Medical Data on the Performance of Self-Supervised Learning Approaches
2025Open Access
How to Efficiently Use Color and Temporal Information for Video Understanding
Lecture notes in computer science·2025
Convolutional Neural Networks Do Work with Pre-Defined Filters
2024Open Access
Leaky ReLUs That Differ in Forward and Backward Pass Facilitate Activation Maximization in Deep Neural Networks
2024Open Access
Novel Design Ideas that Improve Video-Understanding Networks with Transformers
2024· 1 cited
A Machine Learning Approach to Unveil Balance Behavior Through Aging with an Auditory Cue
2024
Patient pose assessment in radiography using time-of-flight cameras
2024
3D VIRTUAL TOUR AT IFMT TANGARÁ DA SERRA: APPLICATION OF VIRTUAL REALITY AS A TEACHING TOOL
Editora Científica Digital eBooks·2024Open Access
AI-based Collimation Optimization for X-Ray Imaging using Time-of-Flight Cameras
2024Open Access
Video Understanding Using 2D-CNNs on Salient Spatio-Temporal Slices
Lecture notes in computer science·2024
Efficient Coding in Human Vision as a Useful Bias in Computer Vision and Machine Learning
Journal of Perceptual Imaging·2023· 1 citedOpen Access
Connections Between Pairs of Filters Improve the Accuracy of Convolutional Neural Networks
2023
Convolutional Neural Networks Do Work with Pre-Defined Filters
2023· 4 citedOpen Access
Automated assessment of immunofixations with deep neural networks
Journal of Laboratory Medicine·2022· 2 citedOpen Access
TEVR: Improving Speech Recognition by Token Entropy Variance Reduction
arXiv (Cornell University)·2022· 2 citedOpen Access
FP-nets as novel deep networks inspired by vision
Journal of Vision·2022· 4 citedOpen Access
Bio-inspired Min-Nets Improve the Performance and Robustness of Deep Networks
arXiv (Cornell University)·2022· 5 citedOpen Access
COVID-Nets: deep CNN architectures for detecting COVID-19 using chest CT scans
PeerJ Computer Science·2021· 52 citedOpen Access
COVID-Nets: Deep CNN Architectures for Detecting COVID-19 Using Chest CT Scans
2021· 8 citedOpen Access
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Frequent Co-authors

Thomas Martinetz(20), Michael Dörr(10), Martin Böhme(8), Hammam Alshazly(6), Christoph Linse(6), Christoph Zetzsche(6), Cícero Mota(5), Til Aach(4), Ingo Stuke(4), Andreas Kolb(3), Reinhard Koch(3), Stanislau Semeniuta(3), Aliaksei Severyn(3), Karl R. Gegenfurtner(2), Rasmus Larsen(2), Fabian Timm(2), Kai Labusch(2), Eleonora Vig(2), André Meyer(2), Laura Pomarjanschi(2)