Erhardt Barth

ORCID

Publication Activity (10 Years)

Years Active: 1991-2023
Publications (10 Years): 32

Top Venues

CoRR

IJCNN

Human Vision and Electronic Imaging

Sensors

Ludwig Maximilian University of Munich, Germany (PHD)

Education History

Ludwig Maximilian University of Munich, Germany

PHD

Publications

Kathleen Anderson, Philipp Grüning, Erhardt Barth
Connections Between Pairs of Filters Improve the Accuracy of Convolutional Neural Networks. IJCNN (2023)
Christoph Linse, Erhardt Barth, Thomas Martinetz
Convolutional Neural Networks Do Work with Pre-Defined Filters. IJCNN (2023)
Philipp Grüning, Erhardt Barth
Bio-inspired Min-Nets Improve the Performance and Robustness of Deep Networks. CoRR (2022)
Hajo Nils Krabbenhöft, Erhardt Barth
TEVR: Improving Speech Recognition by Token Entropy Variance Reduction. CoRR (2022)
Philipp Grüning, Erhardt Barth
FP-Nets for Blind Image Quality Assessment. HVEI (2021)
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)
Dominik Mairhöfer, Manuel Laufer, Paul Martin Simon, Malte Sieren, Arpad Bischof, Thomas Käster, Erhardt Barth, Jörg Barkhausen, Thomas Martinetz
An AI-based Framework for Diagnostic Quality Assessment of Ankle Radiographs. MIDL (2021)
Philipp Grüning, Falk Nette, Noah Heldt, Ana Cristina Guerra de Souza, Erhardt Barth
Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning. MIDL (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)
Neeraj Kumar, Ruchika Verma, Deepak Anand, Yanning Zhou, Omer Fahri Onder, Efstratios Tsougenis, Hao Chen, Pheng-Ann Heng, Jiahui Li, Zhiqiang Hu, Yunzhi Wang, Navid Alemi Koohbanani, Mostafa Jahanifar, Neda Zamani Tajeddin, Ali Gooya, Nasir M. Rajpoot, Xuhua Ren, Sihang Zhou, Qian Wang, Dinggang Shen, Cheng-Kun Yang, Chi-Hung Weng, Wei-Hsiang Yu, Chao-Yuan Yeh, Shuang Yang, Shuoyu Xu, Pak-Hei Yeung, Peng Sun, Amirreza Mahbod, Gerald Schaefer, Isabella Ellinger, Rupert Ecker, Örjan Smedby, Chunliang Wang, Benjamin Chidester, That-Vinh Ton, Minh-Triet Tran, Jian Ma, Minh N. Do, Simon Graham, Quoc Dang Vu, Jin Tae Kwak, Akshaykumar Gunda, Raviteja Chunduri, Corey Hu, Xiaoyang Zhou, Dariush Lotfi, Reza Safdari, Antanas Kascenas, Alison O'Neil, Dennis Eschweiler, Johannes Stegmaier, Yanping Cui, Baocai Yin, Kailin Chen, Xinmei Tian, Philipp Grüning, Erhardt Barth, Elad Arbel, Itay Remer, Amir Ben-Dor, Ekaterina Sirazitdinova, Matthias Kohl, Stefan Braunewell, Yuexiang Li, Xinpeng Xie, Linlin Shen, Jun Ma, Krishanu Das Baksi, Mohammad Azam Khan, Jaegul Choo, Adrián Colomer, Valery Naranjo, Linmin Pei, Khan M. Iftekharuddin, Kaushiki Roy, Debotosh Bhattacharjee, Aníbal Pedraza, Maria Gloria Bueno, Sabarinathan Devanathan, Saravanan Radhakrishnan, Praveen Koduganty, Zihan Wu, Guanyu Cai, Xiaojie Liu, Yuqin Wang, Amit Sethi
A Multi-Organ Nucleus Segmentation Challenge. IEEE Trans. Medical Imaging 39 (5) (2020)
Philipp Grüning, Thomas Martinetz, Erhardt Barth
Log-Nets: Logarithmic Feature-Product Layers Yield More Compact Networks. ICANN (2) (2020)
Philipp Grüning, Thomas Martinetz, Erhardt Barth
Feature Products Yield Efficient Networks. CoRR (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)
Boris Knyazev, Erhardt Barth, Thomas Martinetz
Recursive autoconvolution for unsupervised learning of convolutional neural networks. IJCNN (2017)
Irina Burciu, Thomas Martinetz, Erhardt Barth
Sensing Forest for Pattern Recognition. ACIVS (2017)
Stanislau Semeniuta, Aliaksei Severyn, Erhardt Barth
A Hybrid Convolutional Variational Autoencoder for Text Generation. EMNLP (2017)
Stanislau Semeniuta, Aliaksei Severyn, Erhardt Barth
A Hybrid Convolutional Variational Autoencoder for Text Generation. CoRR (2017)
Lars Hertel, Erhardt Barth, Thomas Käster, Thomas Martinetz
Deep Convolutional Neural Networks as Generic Feature Extractors. CoRR (2017)
Irina Burciu, Thomas Martinetz, Erhardt Barth
Hierarchical Manifold Sensing with Foveation and Adaptive Partitioning of the Dataset. HVEI (2016)
Henry Schütze, Erhardt Barth, Thomas Martinetz
Learning Efficient Data Representations With Orthogonal Sparse Coding. IEEE Trans. Computational Imaging 2 (3) (2016)
Boris Knyazev, Erhardt Barth, Thomas Martinetz
Autoconvolution for Unsupervised Feature Learning. CoRR (2016)
Stanislau Semeniuta, Aliaksei Severyn, Erhardt Barth
Recurrent Dropout without Memory Loss. CoRR (2016)
Stanislau Semeniuta, Aliaksei Severyn, Erhardt Barth
Recurrent Dropout without Memory Loss. COLING (2016)
Stanislau Semeniuta, Erhardt Barth
Image classification with recurrent attention models. SSCI (2016)
Irina Burciu, Thomas Martinetz, Erhardt Barth
Foveated Manifold Sensing for object recognition. BlackSeaCom (2015)
Henry Schütze, Erhardt Barth, Thomas Martinetz
Learning orthogonal sparse representations by using geodesic flow optimization. IJCNN (2015)
Lars Hertel, Erhardt Barth, Thomas Käster, Thomas Martinetz
Deep convolutional neural networks as generic feature extractors. IJCNN (2015)
Foti Coleca, Andreea State, Sascha Klement, Erhardt Barth, Thomas Martinetz
Self-organizing maps for hand and full body tracking. Neurocomputing 147 (2015)
Irina Burciu, Adrian Ion-Margineanu, Thomas Martinetz, Erhardt Barth
Visual manifold sensing. Human Vision and Electronic Imaging (2014)
Foti Coleca, Sabrina Zîrnovean, Thomas Käster, Thomas Martinetz, Erhardt Barth
Key-point Detection with Multi-layer Center-surround Inhibition. VISAPP (1) (2014)
Bogdan Miclut, Thomas Käster, Thomas Martinetz, Erhardt Barth
Committees of deep feedforward networks trained with few data. CoRR (2014)
Henry Schütze, Erhardt Barth, Thomas Martinetz
An adaptive hierarchical sensing scheme for sparse signals. Human Vision and Electronic Imaging (2014)
Foti Coleca, Thomas Martinetz, Erhardt Barth
Gesture Interfaces with Depth Sensors. Time-of-Flight and Depth Imaging (2013)
Foti Coleca, Sascha Klement, Thomas Martinetz, Erhardt Barth
Real-time skeleton tracking for embedded systems. Multimedia Content and Mobile Devices (2013)
Laura Pomârjanschi, Michael Dorr, Peter J. Bex, Erhardt Barth
Simple gaze-contingent cues guide eye movements in a realistic driving simulator. Human Vision and Electronic Imaging (2013)
Michael Dorr, Eleonora Vig, Erhardt Barth
Efficient image representations and features. Human Vision and Electronic Imaging (2013)
Mike Wellner, Thomas Käster, Thomas Martinetz, Erhardt Barth
Optimizing depth-of-field based on a range map and a wavelet transform. Multimedia Content and Mobile Devices (2013)
Andreea State, Foti Coleca, Erhardt Barth, Thomas Martinetz
Hand Tracking with an Extended Self-Organizing Map. WSOM (2012)
Fabian Timm, Erhardt Barth
Novelty detection for the inspection of light-emitting diodes. Expert Syst. Appl. 39 (3) (2012)
Jens Hocke, Kai Labusch, Erhardt Barth, Thomas Martinetz
Sparse Coding and Selected Applications. Künstliche Intell. 26 (4) (2012)
Eleonora Vig, Michael Dorr, Thomas Martinetz, Erhardt Barth
Intrinsic Dimensionality Predicts the Saliency of Natural Dynamic Scenes. IEEE Trans. Pattern Anal. Mach. Intell. 34 (6) (2012)
Jens Hocke, Michael Dorr, Erhardt Barth
A compressed sensing model of crowding in peripheral vision. Human Vision and Electronic Imaging (2012)
Horia Coman, Erhardt Barth, Thomas Martinetz
Sparse Coding Neural Gas Applied to Image Recognition. WSOM (2012)
Thomas Binder, Florian Kriener, Christian Wichner, Manuel Wille, Mike Wellner, Thomas Käster, Thomas Martinetz, Erhardt Barth
How to make a small phone camera shoot like a big DSLR: creating and fusing multi-modal exposure series. Human Vision and Electronic Imaging (2012)
Laura Pomârjanschi, Michael Dorr, Erhardt Barth
Gaze guidance reduces the number of collisions with pedestrians in a driving simulator. ACM Trans. Interact. Intell. Syst. 1 (2) (2012)
Jens Hocke, Erhardt Barth, Thomas Martinetz
Application of non-linear transform coding to image processing. Human Vision and Electronic Imaging (2012)
Nicolas Schneider, Michael Dorr, Laura Pomârjanschi, Erhardt Barth
A gaze-contingent reading tutor program for children with developmental dyslexia. APGV (2011)
Nicolas Schneider, Peter J. Bex, Erhardt Barth, Michael Dorr
An open-source low-cost eye-tracking system for portable real-time and offline tracking. NGCA (2011)
Kai Labusch, Erhardt Barth, Thomas Martinetz
Soft-competitive learning of sparse codes and its application to image reconstruction. Neurocomputing 74 (9) (2011)
Fabian Timm, Erhardt Barth
Accurate, fast, and robust centre localisation for images of semiconductor components. Image Processing: Machine Vision Applications (2011)
Laura Pomârjanschi, Michael Dorr, Erhardt Barth
Gaze guidance reduces the number of vehicle-pedestrian collisions in a driving simulator. APGV (2011)
Kai Labusch, Erhardt Barth, Thomas Martinetz
Robust and Fast Learning of Sparse Codes With Stochastic Gradient Descent. IEEE J. Sel. Top. Signal Process. 5 (5) (2011)
Sascha Klement, Fabian Timm, Erhardt Barth
Illumination Correction for Image Stitching. IMAGAPP/IVAPP (2011)
Eleonora Vig, Michael Dorr, Thomas Martinetz, Erhardt Barth
Eye Movements Show Optimal Average Anticipation with Natural Dynamic Scenes. Cogn. Comput. 3 (1) (2011)
Eleonora Vig, Michael Dorr, Erhardt Barth
Learned saliency transformations for gaze guidance. Human Vision and Electronic Imaging (2011)
Fabian Timm, Erhardt Barth
Accurate Eye Centre Localisation by Means of Gradients. VISAPP (2011)
Fabian Timm, Erhardt Barth
Non-parametric texture defect detection using Weibull features. Image Processing: Machine Vision Applications (2011)
Michael Dorr, Eleonora Vig, Erhardt Barth
Colour Saliency on Video. BIONETICS (2010)
Kai Labusch, Erhardt Barth, Thomas Martinetz
Bag of Pursuits and Neural Gas for Improved Sparse Coding. COMPSTAT (2010)
Laura Pomârjanschi, Michael Dorr, Christoph Rasche, Erhardt Barth
Safer Driving with Gaze Guidance. BIONETICS (2010)
Martin Böhme, Martin Haker, Thomas Martinetz, Erhardt Barth
Shading constraint improves accuracy of time-of-flight measurements. Comput. Vis. Image Underst. 114 (12) (2010)
Eleonora Vig, Michael Dorr, Erhardt Barth
Contribution of Spatio-temporal Intensity Variation to Bottom-Up Saliency. BIONETICS (2010)
Michael Dorr, Halszka Jarodzka, Erhardt Barth
Space-variant spatio-temporal filtering of video for gaze visualization and perceptual learning. ETRA (2010)
Andreas Kolb, Erhardt Barth, Reinhard Koch, Rasmus Larsen
Time-of-Flight Cameras in Computer Graphics. Comput. Graph. Forum 29 (1) (2010)
Eleonora Vig, Michael Dorr, Thomas Martinetz, Erhardt Barth
A Learned Saliency Predictor for Dynamic Natural Scenes. ICANN (3) (2010)
Rasmus Larsen, Erhardt Barth, Andreas Kolb
Special issue on Time-of-Flight camera based computer vision. Comput. Vis. Image Underst. 114 (12) (2010)
Martin Haker, Martin Böhme, Thomas Martinetz, Erhardt Barth
Self-Organizing Maps for Pose Estimation with a Time-of-Flight Camera. Dyn3D (2009)
Martin Haker, Thomas Martinetz, Erhardt Barth
Multimodal Sparse Features for Object Detection. ICANN (2) (2009)
Cristina Darolti, Erhardt Barth, Christoph Bodensteiner, Ulrich G. Hofmann
Active contours that grow and compete driven by local region descriptors. Image Processing: Algorithms and Systems (2009)
Arantxa Villanueva, Gintautas Daunys, Dan Witzner Hansen, Martin Böhme, Rafael Cabeza, André Meyer, Erhardt Barth
A geometric approach to remote eye tracking. Univers. Access Inf. Soc. 8 (4) (2009)
Kai Labusch, Erhardt Barth, Thomas Martinetz
Sparse Coding Neural Gas: Learning of overcomplete data representations. Neurocomputing 72 (7-9) (2009)
Kai Labusch, Erhardt Barth, Thomas Martinetz
Approaching the Time Dependent Cocktail Party Problem with Online Sparse Coding Neural Gas. WSOM (2009)
Martin Böhme, Martin Haker, Kolja Riemer, Thomas Martinetz, Erhardt Barth
Face Detection Using a Time-of-Flight Camera. Dyn3D (2009)
Michael Dorr, Laura Pomârjanschi, Erhardt Barth
Gaze beats mouse: A case study on a gaze-controlled breakout. PsychNology J. 7 (2) (2009)
Martin Haker, Martin Böhme, Thomas Martinetz, Erhardt Barth
Deictic Gestures with a Time-of-Flight Camera. Gesture Workshop (2009)
Fabian Timm, Sascha Klement, Thomas Martinetz, Erhardt Barth
Welding Inspection using Novel Specularity Features and a One-class SVM. VISAPP (1) (2009)
Andreas Kolb, Erhardt Barth, Reinhard Koch, Rasmus Larsen
Time-of-Flight Sensors in Computer Graphics. Eurographics (State of the Art Reports) (2009)
Fabian Timm, Thomas Martinetz, Erhardt Barth
Optical Inspection of Welding Seams. VISIGRAPP (Selected Papers) (2009)
Kai Labusch, Erhardt Barth, Thomas Martinetz
Simple Method for High-Performance Digit Recognition Based on Sparse Coding. IEEE Trans. Neural Networks 19 (11) (2008)
Martin Böhme, Martin Haker, Thomas Martinetz, Erhardt Barth
A facial feature tracker for human-computer interaction based on 3D Time-Of-Flight cameras. Int. J. Intell. Syst. Technol. Appl. 5 (3/4) (2008)
Andreas Kolb, Erhardt Barth, Reinhard Koch
ToF-sensors: New dimensions for realism and interactivity. CVPR Workshops (2008)
Martin Böhme, Martin Haker, Thomas Martinetz, Erhardt Barth
Shading constraint improves accuracy of time-of-flight measurements. CVPR Workshops (2008)
Kai Labusch, Erhardt Barth, Thomas Martinetz
Learning Data Representations with Sparse Coding Neural Gas. ESANN (2008)
Martin Haker, Martin Böhme, Thomas Martinetz, Erhardt Barth
Scale-invariant range features for time-of-flight camera applications. CVPR Workshops (2008)
Kai Labusch, Erhardt Barth, Thomas Martinetz
Sparse Coding Neural Gas for the Separation of Noisy Overcomplete Sources. ICANN (1) (2008)
Martin Böhme, Michael Dorr, Mathis Graw, Thomas Martinetz, Erhardt Barth
A software framework for simulating eye trackers. ETRA (2008)
Kai Labusch, Udo Siewert, Thomas Martinetz, Erhardt Barth
Learning optimal features for visual pattern recognition. Human Vision and Electronic Imaging (2007)
Erhardt Barth, Michael Dorr, Martin Böhme, Karl R. Gegenfurtner, Thomas Martinetz
Guiding the mind's eye: improving communication and vision by external control of the scanpath. Human Vision and Electronic Imaging (2006)
Til Aach, Cicero Mota, Ingo Stuke, Matthias Mühlich, Erhardt Barth
Analysis of Superimposed Oriented Patterns. IEEE Trans. Image Process. 15 (12) (2006)
Martin Böhme, Michael Dorr, Thomas Martinetz, Erhardt Barth
Gaze-contingent temporal filtering of video. ETRA (2006)
Erhardt Barth, Michael Dorr, Martin Böhme, Karl R. Gegenfurtner, Thomas Martinetz
Guiding Eye Movements for Better Communication and Augmented Vision. PIT (2006)
Ingo Stuke, Erhardt Barth, Cicero Mota
Estimation of Multiple Orientations and Multiple Motions in Multi-Dimensional Signals. SIBGRAPI (2006)
André Meyer, Martin Böhme, Thomas Martinetz, Erhardt Barth
A Single-Camera Remote Eye Tracker. PIT (2006)
Martin Böhme, Michael Dorr, Christopher Krause, Thomas Martinetz, Erhardt Barth
Eye movement predictions on natural videos. Neurocomputing 69 (16-18) (2006)
Michael Dorr, Martin Böhme, Thomas Martinetz, Erhardt Barth
Gaze-Contingent Spatio-temporal Filtering in a Head-Mounted Display. PIT (2006)
Paul Lukowicz, Erhardt Barth, Jan T. Kim
Organic Architectures for Large-Scale Environment-Aware Sensor Networks. ARCS Workshops (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Erhardt Barth