Erhardt Barth

Orcid: 0000-0001-8556-2472

Affiliations:
  • University of Lübeck, Institute for Neuro- and Bioinformatics, Germany


According to our database1, Erhardt Barth authored at least 130 papers between 1991 and 2024.

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Bibliography

2024
A Machine Learning Approach to Unveil Balance Behavior Through Aging with an Auditory Cue.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

Leaky ReLUs That Differ in Forward and Backward Pass Facilitate Activation Maximization in Deep Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2024

Novel Design Ideas that Improve Video-Understanding Networks with Transformers.
Proceedings of the International Joint Conference on Neural Networks, 2024

Video Understanding Using 2D-CNNs on Salient Spatio-Temporal Slices.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023
Convolutional Neural Networks Do Work with Pre-Defined Filters.
Proceedings of the International Joint Conference on Neural Networks, 2023

Connections Between Pairs of Filters Improve the Accuracy of Convolutional Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2023

2022
TEVR: Improving Speech Recognition by Token Entropy Variance Reduction.
CoRR, 2022

Bio-inspired Min-Nets Improve the Performance and Robustness of Deep Networks.
CoRR, 2022

2021
Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning.
Sensors, 2021

COVID-Nets: deep CNN architectures for detecting COVID-19 using chest CT scans.
PeerJ Comput. Sci., 2021

Towards Explainable Ear Recognition Systems Using Deep Residual Networks.
IEEE Access, 2021

An AI-based Framework for Diagnostic Quality Assessment of Ankle Radiographs.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

FP-Nets for Blind Image Quality Assessment.
Proceedings of the Human Vision and Electronic Imaging 2021, Virtual Event, January 2021., 2021

2020
A Multi-Organ Nucleus Segmentation Challenge.
IEEE Trans. Medical Imaging, 2020

Feature Products Yield Efficient Networks.
CoRR, 2020

Deep Convolutional Neural Networks for Unconstrained Ear Recognition.
IEEE Access, 2020

Log-Nets: Logarithmic Feature-Product Layers Yield More Compact Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

2019
Handcrafted versus CNN Features for Ear Recognition.
Symmetry, 2019

Ensembles of Deep Learning Models and Transfer Learning for Ear Recognition.
Sensors, 2019

2017
Recursive autoconvolution for unsupervised learning of convolutional neural networks.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

A Hybrid Convolutional Variational Autoencoder for Text Generation.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Sensing Forest for Pattern Recognition.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

2016
Learning Efficient Data Representations With Orthogonal Sparse Coding.
IEEE Trans. Computational Imaging, 2016

Autoconvolution for Unsupervised Feature Learning.
CoRR, 2016

Image classification with recurrent attention models.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Hierarchical Manifold Sensing with Foveation and Adaptive Partitioning of the Dataset.
Proceedings of the Human Vision and Electronic Imaging, 2016

Recurrent Dropout without Memory Loss.
Proceedings of the COLING 2016, 2016

2015
Self-organizing maps for hand and full body tracking.
Neurocomputing, 2015

Learning orthogonal sparse representations by using geodesic flow optimization.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Deep convolutional neural networks as generic feature extractors.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Foveated Manifold Sensing for object recognition.
Proceedings of the IEEE International Black Sea Conference on Communications and Networking, 2015

2014
Committees of deep feedforward networks trained with few data.
CoRR, 2014

Key-point Detection with Multi-layer Center-surround Inhibition.
Proceedings of the VISAPP 2014, 2014

An adaptive hierarchical sensing scheme for sparse signals.
Proceedings of the Human Vision and Electronic Imaging XIX, 2014

Visual manifold sensing.
Proceedings of the Human Vision and Electronic Imaging XIX, 2014

2013
Simple gaze-contingent cues guide eye movements in a realistic driving simulator.
Proceedings of the Human Vision and Electronic Imaging XVIII, 2013

Efficient image representations and features.
Proceedings of the Human Vision and Electronic Imaging XVIII, 2013

Optimizing depth-of-field based on a range map and a wavelet transform.
Proceedings of the Multimedia Content and Mobile Devices 2013, 2013

Real-time skeleton tracking for embedded systems.
Proceedings of the Multimedia Content and Mobile Devices 2013, 2013

Gesture Interfaces with Depth Sensors.
Proceedings of the Time-of-Flight and Depth Imaging. Sensors, Algorithms, and Applications, 2013

2012
Gaze guidance reduces the number of collisions with pedestrians in a driving simulator.
ACM Trans. Interact. Intell. Syst., 2012

Intrinsic Dimensionality Predicts the Saliency of Natural Dynamic Scenes.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Sparse Coding and Selected Applications.
Künstliche Intell., 2012

Novelty detection for the inspection of light-emitting diodes.
Expert Syst. Appl., 2012

Hand Tracking with an Extended Self-Organizing Map.
Proceedings of the Advances in Self-Organizing Maps - 9th International Workshop, 2012

Sparse Coding Neural Gas Applied to Image Recognition.
Proceedings of the Advances in Self-Organizing Maps - 9th International Workshop, 2012

A compressed sensing model of crowding in peripheral vision.
Proceedings of the Human Vision and Electronic Imaging XVII, 2012

Application of non-linear transform coding to image processing.
Proceedings of the Human Vision and Electronic Imaging XVII, 2012

How to make a small phone camera shoot like a big DSLR: creating and fusing multi-modal exposure series.
Proceedings of the Human Vision and Electronic Imaging XVII, 2012

2011
Robust and Fast Learning of Sparse Codes With Stochastic Gradient Descent.
IEEE J. Sel. Top. Signal Process., 2011

Soft-competitive learning of sparse codes and its application to image reconstruction.
Neurocomputing, 2011

Eye Movements Show Optimal Average Anticipation with Natural Dynamic Scenes.
Cogn. Comput., 2011

Accurate Eye Centre Localisation by Means of Gradients.
Proceedings of the VISAPP 2011, 2011

An open-source low-cost eye-tracking system for portable real-time and offline tracking.
Proceedings of the NGCA 2011, First Conference on Novel Gaze-Controlled Applications, Karlskrona, Sweden, May 26, 2011

Illumination Correction for Image Stitching.
Proceedings of the IMAGAPP & IVAPP 2011, 2011

Learned saliency transformations for gaze guidance.
Proceedings of the Human Vision and Electronic Imaging XVI, 2011

Non-parametric texture defect detection using Weibull features.
Proceedings of the Image Processing: Machine Vision Applications IV, 2011

Accurate, fast, and robust centre localisation for images of semiconductor components.
Proceedings of the Image Processing: Machine Vision Applications IV, 2011

A gaze-contingent reading tutor program for children with developmental dyslexia.
Proceedings of the 8th Symposium on Applied Perception in Graphics and Visualization, 2011

Gaze guidance reduces the number of vehicle-pedestrian collisions in a driving simulator.
Proceedings of the 8th Symposium on Applied Perception in Graphics and Visualization, 2011

2010
Special issue on Time-of-Flight camera based computer vision.
Comput. Vis. Image Underst., 2010

Shading constraint improves accuracy of time-of-flight measurements.
Comput. Vis. Image Underst., 2010

Time-of-Flight Cameras in Computer Graphics.
Comput. Graph. Forum, 2010

A Learned Saliency Predictor for Dynamic Natural Scenes.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Space-variant spatio-temporal filtering of video for gaze visualization and perceptual learning.
Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications, 2010

Bag of Pursuits and Neural Gas for Improved Sparse Coding.
Proceedings of the 19th International Conference on Computational Statistics, 2010

Contribution of Spatio-temporal Intensity Variation to Bottom-Up Saliency.
Proceedings of the Bio-Inspired Models of Network, Information, and Computing Systems, 2010

Safer Driving with Gaze Guidance.
Proceedings of the Bio-Inspired Models of Network, Information, and Computing Systems, 2010

Colour Saliency on Video.
Proceedings of the Bio-Inspired Models of Network, Information, and Computing Systems, 2010

2009
A geometric approach to remote eye tracking.
Univers. Access Inf. Soc., 2009

Gaze beats mouse: A case study on a gaze-controlled breakout.
PsychNology J., 2009

Sparse Coding Neural Gas: Learning of overcomplete data representations.
Neurocomputing, 2009

Approaching the Time Dependent Cocktail Party Problem with Online Sparse Coding Neural Gas.
Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

Optical Inspection of Welding Seams.
Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Applications, 2009

Welding Inspection using Novel Specularity Features and a One-class SVM.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Active contours that grow and compete driven by local region descriptors.
Proceedings of the Image Processing: Algorithms and Systems VII, 2009

Multimodal Sparse Features for Object Detection.
Proceedings of the Artificial Neural Networks, 2009

Deictic Gestures with a Time-of-Flight Camera.
Proceedings of the Gesture in Embodied Communication and Human-Computer Interaction, 2009

Time-of-Flight Sensors in Computer Graphics.
Proceedings of the 30th Annual Conference of the European Association for Computer Graphics, 2009

Self-Organizing Maps for Pose Estimation with a Time-of-Flight Camera.
Proceedings of the Dynamic 3D Imaging, DAGM 2009 Workshop, 2009

Face Detection Using a Time-of-Flight Camera.
Proceedings of the Dynamic 3D Imaging, DAGM 2009 Workshop, 2009

2008
Simple Method for High-Performance Digit Recognition Based on Sparse Coding.
IEEE Trans. Neural Networks, 2008

A facial feature tracker for human-computer interaction based on 3D Time-Of-Flight cameras.
Int. J. Intell. Syst. Technol. Appl., 2008

Sparse Coding Neural Gas for the Separation of Noisy Overcomplete Sources.
Proceedings of the Artificial Neural Networks, 2008

A software framework for simulating eye trackers.
Proceedings of the Eye Tracking Research & Application Symposium, 2008

Learning Data Representations with Sparse Coding Neural Gas.
Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

ToF-sensors: New dimensions for realism and interactivity.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Scale-invariant range features for time-of-flight camera applications.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
Learning optimal features for visual pattern recognition.
Proceedings of the Human Vision and Electronic Imaging XII, San Jose, CA, USA, January 29, 2007

2006
Analysis of Superimposed Oriented Patterns.
IEEE Trans. Image Process., 2006

Eye movement predictions on natural videos.
Neurocomputing, 2006

Estimation of Multiple Orientations and Multiple Motions in Multi-Dimensional Signals.
Proceedings of the 19th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2006), 2006

A Single-Camera Remote Eye Tracker.
Proceedings of the Perception and Interactive Technologies, 2006

Gaze-Contingent Spatio-temporal Filtering in a Head-Mounted Display.
Proceedings of the Perception and Interactive Technologies, 2006

Guiding Eye Movements for Better Communication and Augmented Vision.
Proceedings of the Perception and Interactive Technologies, 2006

Guiding the mind's eye: improving communication and vision by external control of the scanpath.
Proceedings of the Human Vision and Electronic Imaging XI, 2006

Gaze-contingent temporal filtering of video.
Proceedings of the Eye Tracking Research & Application Symposium, 2006

2005
Spatial and spectral analysis of occluded motions.
Signal Process. Image Commun., 2005

Estimation of transparent motions with physical models for additional brightness variation.
Proceedings of the 13th European Signal Processing Conference, 2005

Organic Architectures for Large-Scale Environment-Aware Sensor Networks.
Proceedings of the 18th International Conference on Architecture of Computing Systems, 2005

Visibility of temporal blur on a gaze-contingent display.
Proceedings of the 2nd Symposium on Applied Perception in Graphics and Visualization, 2005

2004
Multiple-Motion-Estimation by Block-matching Using Markov Random Fields.
ACIS Int. J. Comput. Inf. Sci., 2004

Categorization of Transparent-Motion Patterns Using the Projective Plane.
ACIS Int. J. Comput. Inf. Sci., 2004

Estimation of multiple motions using block matching and Markov random fields.
Proceedings of the Visual Communications and Image Processing 2004, 2004

Motion-compensated defect interpolation for flat-panel detectors.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Divide-and-Conquer Strategies for Estimating Multiple Transparent Motions.
Proceedings of the Complex Motion, First International Workshop, 2004

Estimation of multiple orientations in multi-dimensional signals.
Proceedings of the 2004 International Conference on Image Processing, 2004

Estimation of multiple local orientations in image signals.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Analysis and synthesis of motion patterns using the projective plane.
Proceedings of the Human Vision and Electronic Imaging IX, 2004

Saliency Extraction for Gaze-Contingent Displays.
Proceedings of the 34. Jahrestagung der Gesellschaft für Informatik, 2004

Estimation of Multiple Orientations at Corners and Junctions.
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

2003
Estimation of Multiple Motions by Block Matching.
Proceedings of the ACIS Fourth International Conference on Software Engineering, 2003

Dynamic predictions of tracked gaze.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

Spatio-temporal motion estimation for transparency and occlusions.
Proceedings of the 2003 International Conference on Image Processing, 2003

Linear and regularized solutions for multiple motions.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Individual predictions of eye-movements with dynamic scenes.
Proceedings of the Human Vision and Electronic Imaging VIII, 2003

One-Class Classification with Subgaussians.
Proceedings of the Pattern Recognition, 2003

2002
Analysis of Motion and Curvature in Image Sequences (invited).
Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, 2002

2001
Global Topological Properties of Images Derived from Local Curvature Features.
Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001

Analytic solutions for multiple motions.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
How honeybees make grazing landings on flat surfaces.
Biol. Cybern., 2000

The Minors of the Structure Tensor.
Proceedings of the Mustererkennung 2000, 2000

On the Geometric Structure of Spatio-temporal Patterns.
Proceedings of the Algebraic Frames for the Perception-Action Cycle, 2000

1999
Nonlinear features in vernier acuity.
Proceedings of the Human Vision and Electronic Imaging IV, 1999

Bewegung als intrinsische Geometrie von Bildfolgen.
Proceedings of the Mustererkennung 1999, 1999

1998
Endstopped operators based on iterated nonlinear center-surround inhibition.
Proceedings of the Human Vision and Electronic Imaging III, 1998

1995
Geometrische Analyse und iterative Synthese von Bildern.
PhD thesis, 1995

1993
Image Encoding, Labeling, and Reconstruction from Differential Geometry.
CVGIP Graph. Model. Image Process., 1993

1991
Direct detection of flow discontinuities by 3D curvature operators.
Pattern Recognit. Lett., 1991


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