Anton Kummert

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 86

Top Venues

Publications

Jan-Christoph Krabbe, Adrian Bauer, Kevin Kollek, Jan-Hendrik Meusener, Anton Kummert
FPSeg: Flexible Promptable Semantic Segmentation for Edge Devices. ISCAS (2024)
Marco Braun, Adrian Becker, Mirko Meuter, Simon Roesler, Kevin Kollek, Anton Kummert
Deep Learning Method for Doppler Disambiguation. ISCAS (2024)
Lech Kolonko, Jörg Velten, Anton Kummert
Parallelized Hardware Acceleration of Automatic Differentiating Wave Digital Filters. ISCAS (2024)
Kevin Kollek, Marco Braun, Jan-Hendrik Meusener, Jan-Christoph Krabbe, Anton Kummert
Empirical Study on the Impact of Few-Cost Proxies. ISCAS (2024)
Maximilian Schäfer, Kun Zhao, Anton Kummert
CASPNet++: Joint Multi-Agent Motion Prediction. IV (2024)
Frederik Hasecke, Pascal Colling, Anton Kummert
Fake It, Mix It, Segment It: Bridging the Domain Gap Between Lidar Sensors. ICPRAM (2023)
Marco Braun, Moritz Luszek, Mirko Meuter, Dominic Spata, Kevin Kollek, Anton Kummert
Deep Learning Method for Cell-Wise Object Tracking, Velocity Estimation and Projection of Sensor Data over Time. CoRR (2023)
Adrian Bauer, Jan-Christoph Krabbe, Mohaned Ibrahim, Anton Kummert
Refining Semantic Granularity of Aerial Image Segmentation Datasets Based on Ground Information. IGARSS (2023)
Marco Braun, Moritz Luszek, Jan Siegemund, Kevin Kollek, Anton Kummert
Quantification of Uncertainties in Deep Learning-based Environment Perception. CoRR (2023)
Marco Braun, Alessandro Cennamo, Markus Schoeler, Kevin Kollek, Anton Kummert
Semantic Segmentation of Radar Detections using Convolutions on Point Clouds. CoRR (2023)
Bartlomiej Sulikowski, Krzysztof Galkowski, Lukasz Hladowski, Anton Kummert, Jörg Velten
Stability analysis and stabilization of discretized uncertain spatially interconnected systems. MMAR (2023)
Maximilian Schäfer, Kun Zhao, Anton Kummert
CASPNet++: Joint Multi-Agent Motion Prediction. CoRR (2023)
Adrian Bauer, Jens Oberbossel, Stefan Sander, Anton Kummert
WUP-CD: Towards 2.5D Data for Deep Learning Building Change Detection. IGARSS (2022)
Farzin Ghorban, Nesreen Hasan, Jörg Velten, Anton Kummert
Individual Weighting of Unlabeled Data Points via Confidence-Awareness in Semi-Supervised Learning. ISCAS (2022)
Maximilian Schäfer, Kun Zhao, Markus Bühren, Anton Kummert
Context-Aware Scene Prediction Network (CASPNet). CoRR (2022)
Frederik Hasecke, Martin Alsfasser, Anton Kummert
What Can be Seen is What You Get: Structure Aware Point Cloud Augmentation. CoRR (2022)
Marco Braun, Moritz Luszek, Mirko Meuter, Dominic Spata, Kevin Kollek, Anton Kummert
Deep Learning Method for Cell-Wise Object Tracking, Velocity Estimation and Projection of Sensor Data over Time. ITSC (2022)
Nesreen Hasan, Farzin Ghorban, Jörg Velten, Anton Kummert
CGT: Consistency Guided Training in Semi-Supervised Learning. VISIGRAPP (5: VISAPP) (2022)
Kevin Kollek, Marco Braun, Jan-Hendrik Meusener, Anton Kummert
Real-Time Traffic Counting on Resource Constrained Embedded Systems. MWSCAS (2022)
Maximilian Schäfer, Kun Zhao, Markus Bühren, Anton Kummert
Context-Aware Scene Prediction Network (CASPNet). ITSC (2022)
Frederik Hasecke, Pascal Colling, Anton Kummert
Fake it, Mix it, Segment it: Bridging the Domain Gap Between Lidar Sensors. CoRR (2022)
Frederik Hasecke, Martin Alsfasser, Anton Kummert
What Can be Seen is What You Get: Structure Aware Point Cloud Augmentation. IV (2022)
Dominic Spata, Arne Grumpe, Anton Kummert
End-to-End On-Line Multi-object Tracking on Sparse Point Clouds Using Recurrent Convolutional Networks. ICANN (4) (2021)
Patrick Weyers, Anton Kummert
Continuous Driver Activity Recognition from Short Isolated Action Sequences. ICPRAM (2021)
Jiuwen Cao, Haozhen Dai, Baiying Lei, Chun Yin, Huanqiang Zeng, Anton Kummert
Maximum Correntropy Criterion-Based Hierarchical One-Class Classification. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Frederik Hasecke, Lukas Hahn, Anton Kummert
FLIC: Fast Lidar Image Clustering. ICPRAM (2021)
Marco Braun, Moritz Luszek, Jan Siegemund, Kevin Kollek, Anton Kummert
Quantification of Uncertainties in Deep Learning-based Environment Perception. COINS (2021)
Ido Freeman, Kun Zhao, Anton Kummert
Polynomial Trajectory Predictions for Improved Learning Performance. ICIP (2021)
Ido Freeman, Kun Zhao, Anton Kummert
Polynomial Trajectory Predictions for Improved Learning Performance. CoRR (2021)
Jan-Christoph Schmitz, Adrian Bauer, Anton Kummert
Large-Scale Curb Extraction Based on 3D Deep Learning and Iterative Refinement Post-Processing. ICMLA (2021)
Bartlomiej Sulikowski, Krzysztof Galkowski, Daniel Trzcinski, Eric Rogers, Anton Kummert
. ECC (2021)
Lech Kolonko, Jörg Velten, Anton Kummert, Bartosz Musiol
FPGA Implementation of Wave Digital Filters with Multiple exp-based Nonlinearities. MWSCAS (2021)
Alessandro Cennamo, Florian Kästner, Anton Kummert
A Neural Network Based System for Efficient Semantic Segmentation of Radar Point Clouds. Neural Process. Lett. 53 (5) (2021)
Alessandro Cennamo, Florian Kästner, Anton Kummert
Towards Pedestrian Detection in Radar Point Clouds with Pointnets. ICMVA (2021)
Lech Kolonko, Bartosz Musiol, Jörg Velten, Anton Kummert
A Split-Modular Approach to Wave Digital Filters containing Bipolar Junction Transistors. MWSCAS (2021)
Farzin Ghorban, Nesreen Hasan, Jörg Velten, Anton Kummert
Improving FM-GAN through Mixup Manifold Regularization. ISCAS (2021)
Alessandro Cennamo, Ido Freeman, Anton Kummert
A Statistical Defense Approach for Detecting Adversarial Examples. PRIS (2020)
Maxime Goubeaud, Tim Grunert, Jan Lützenkirchen, Philipp Joußen, Farzin Ghorban, Anton Kummert
Introducing a New Benchmarked Dataset for Mechanical Stop Detection of Stepper Motors. ICECS (2020)
Lukas Hahn, Lutz Roese-Koerner, Peet Cremer, Urs Zimmermann, Ori Maoz, Anton Kummert
On the Robustness of Active Learning. CoRR (2020)
Frederik Hasecke, Lukas Hahn, Anton Kummert
Fast Lidar Clustering by Density and Connectivity. CoRR (2020)
Bartlomiej Sulikowski, Krzysztof Galkowski, Eric Rogers, Anton Kummert
Robust Iterative Learning Control for ladder circuits with mixed uncertainties. ICARCV (2020)
Lukas Hahn, Frederik Hasecke, Anton Kummert
Fast Object Classification and Meaningful Data Representation of Segmented Lidar Instances. CoRR (2020)
Lech Kolonko, Jörg Velten, Anton Kummert
Automatic Differentiating Wave Digital Filters with Multiple Nonlinearities. EUSIPCO (2020)
Lech Kolonko, Jörg Velten, Anton Kummert
Optimization of Artificial Port Reflectances for Wave Digital Filters with Topology-Related Delay-Free Loops. MWSCAS (2020)
Lech Kolonko, Jörg Velten, Anton Kummert
A Playful Energy Harvesting Based Teaching Platform for Physical Computing. ISCAS (2020)
Alessandro Cennamo, Florian Kästner, Anton Kummert
Leveraging Radar Features to Improve Point Clouds Segmentation with Neural Networks. EANN (2020)
Lukas Hahn, Frederik Hasecke, Anton Kummert
Fast Object Classification and Meaningful Data Representation of Segmented Lidar Instances. ITSC (2020)
Stephan Tilgner, Daniel Wagner, Kathrin Kalischewski, Jan-Christoph Schmitz, Anton Kummert
Study on the Influence of Multiple Image Inputs of a Multi-View Fusion Neural Network Based on Grad-CAM and Masked Image Inputs. EUSIPCO (2020)
Jiuwen Cao, Jiahua Zhu, Wenbin Hu, Anton Kummert
Epileptic Signal Classification With Deep EEG Features by Stacked CNNs. IEEE Trans. Cogn. Dev. Syst. 12 (4) (2020)
Tim Grunert, Robert Dehnert, Anton Kummert, Bernd Tibken, Sven Fielsch
Gain Scheduled Control of Bounded Multilinear Discrete Time Systems with Uncertanties: An Iterative LMI Approach. CDC (2019)
Bartlomiej Sulikowski, Krzysztof Galkowski, Eric Rogers, Anton Kummert
Control for performance of ladder circuits with nonlinear elements. ECC (2019)
Lech Kolonko, Jörg Velten, Anton Kummert
Live Demonstration: A Raspberry Pi Based Video Pipeline for 2-D Wave Digital Filters on Low-Cost FPGA Hardware. ISCAS (2019)
Farzin Ghorban, Narges Milani, Daniel Schugk, Lutz Roese-Koerner, Yu Su, Dennis Müller, Anton Kummert
Conditional multichannel generative adversarial networks with an application to traffic signs representation learning. Prog. Artif. Intell. 8 (1) (2019)
Lech Kolonko, Jörg Velten, Anton Kummert
An Improved Multi-Dimensional Approach to Wave Digital Filters with Topology-Related Delay-Free Loops using Automatic Differentiation. MWSCAS (2019)
Kathrin Kalischewski, Daniel Wagner, Jörg Velten, Anton Kummert
Spoken Letter Recognition using Deep Convolutional Neural Networks on Sparse and Dissimilar Data. ISCAS (2019)
Martin Alsfasser, Jan Siegemund, Jittu Kurian, Anton Kummert
Exploiting polar grid structure and object shadows for fast object detection in point clouds. ICMV (2019)
Lukas Hahn, Lutz Roese-Koerner, Klaus Friedrichs, Anton Kummert
Fast and Reliable Architecture Selection for Convolutional Neural Networks. CoRR (2019)
Daniel Wagner, Kathrin Kalischewski, Stephan Tilgner, Jörg Velten, Anton Kummert
Automatic Labeling of Industrial Images by using Generative Adversarial Networks. ISCAS (2019)
Stephan Tilgner, Daniel Wagner, Kathrin Kalischewski, Jörg Velten, Anton Kummert
Multi-View Fusion Neural Network with Application in the Manufacturing Industry. ISCAS (2019)
Lech Kolonko, Jörg Velten, Anton Kummert
A Raspberry Pi Based Video Pipeline for 2-D Wave Digital Filters on Low-Cost FPGA Hardware. ISCAS (2019)
Alessandro Cennamo, Ido Freeman, Anton Kummert
A Statistical Defense Approach for Detecting Adversarial Examples. CoRR (2019)
Lukas Hahn, Lutz Roese-Koerner, Peet Cremer, Urs Zimmermann, Ori Maoz, Anton Kummert
On the Robustness of Active Learning. GCAI (2019)
Lukas Hahn, Lutz Roese-Koerner, Klaus Friedrichs, Anton Kummert
Fast and reliable architecture selection for convolutional neural networks. ESANN (2019)
Martin Alsfasser, Mirko Meuter, Anton Kummert
Combinatorial use of optical tracker, Gaussian Mixture PHD and group tracking for vehicle light tracking. IV (2019)
Patrick Weyers, David Schiebener, Anton Kummert
Action and Object Interaction Recognition for Driver Activity Classification. ITSC (2019)
Tim Grunert, Christian Schade, Claudia Michalik, Sven Fielsch, Lars Brandes, Anton Kummert
ODESCA: A tool for control oriented modeling and analysis in MATLAB. ECC (2018)
Patrick Weyers, Alexander Barth, Anton Kummert
Driver State Monitoring with Hierarchical Classification. ITSC (2018)
Lech Kolonko, Jörg Velten, Anton Kummert
Word Length Optimization of 2-D Wave Digital Filters with Weighted Quantization Error Variances. ISCAS (2018)
Jiuwen Cao, Anton Kummert, Zhiping Lin, Jörg Velten
Recent advances in machine learning for signal analysis and processing. J. Frankl. Inst. 355 (4) (2018)
Ido Freeman, Lutz Roese-Koerner, Anton Kummert
Effnet: An Efficient Structure for Convolutional Neural Networks. ICIP (2018)
Ido Freeman, Lutz Roese-Koerner, Anton Kummert
EffNet: An Efficient Structure for Convolutional Neural Networks. CoRR (2018)
Alexandros Gavriilidis, Jörg Velten, Stephan Tilgner, Anton Kummert
Machine learning for people detection in guidance functionality of enabling health applications by means of cascaded SVM classifiers. J. Frankl. Inst. 355 (4) (2018)
Weimeng Zhu, Jan Siegemund, Anton Kummert
Dense Spatial Translation Network. ICVES (2018)
Bartlomiej Sulikowski, Krzysztof Galkowski, Anton Kummert, Eric Rogers
Two-dimensional (2D) systems approach to feedforward/feedback control of a class of spatially interconnected systems. Int. J. Control 91 (12) (2018)
Farzin Ghorban, Javier Marín, Yu Su, Alessandro Colombo, Anton Kummert
Aggregated Channels Network for Real-Time Pedestrian Detection. CoRR (2018)
Kathrin Kalischewski, Daniel Wagner, Jörg Velten, Anton Kummert
Activity recognition for indoor movement and estimation of travelled path. nDS (2017)
Lech Kolonko, Jörg Velten, Daniel Wagner, Anton Kummert
FPGA implementation of 2-D wave digital filters for real time motion feature extraction. ISCAS (2017)
Daniel Wagner, Kathrin Kalischewski, Jörg Velten, Anton Kummert
Activity recognition using inertial sensors and a 2-D convolutional neural network. nDS (2017)
Farzin Ghorban, Javier Marín, Yu Su, Alessandro Colombo, Anton Kummert
Aggregated channels network for real-time pedestrian detection. ICMV (2017)
Stephan Tilgner, Jörg Velten, Anton Kummert
Object representation for fast trajectory collision testing by means of 2-D algebraic conic sections. nDS (2017)
Jörg Velten, Daniel Wagner, Lech Kolonko, Kathrin Kalischewski, Stephan Tilgner, Tim Schwerdtfeger, Anton Kummert
Examination of direct form vs. WDF realization of a 2-D quadrantal fan filter in FPGA hardware. nDS (2017)
Farzin Ghorban, Yu Su, Mirko Meuter, Anton Kummert
Insatiate boosted forest: Towards data exploitation in object detection. ICCP (2017)
Jens Westerhoff, Stephanie Lessmann, Mirko Meuter, Anton Kummert
A classification and temporal filtering based system for online extrinsic camera calibration. ITSC (2016)
Jens Westerhoff, Stephanie Lessmann, Mirko Meuter, Jan Siegemund, Anton Kummert
Development and comparison of homography based estimation techniques for camera to road surface orientation. Intelligent Vehicles Symposium (2016)
Jörg Velten, Anton Kummert, Daniel Wagner, Krzysztof Galkowski
A passivity based stability measure for discrete 3-D IIR system realizations. ISCAS (2016)
Carsten Stahlschmidt, Alexandros Gavriilidis, Jörg Velten, Anton Kummert
Applications for a people detection and tracking algorithm using a time-of-flight camera. Multim. Tools Appl. 75 (17) (2016)
Alexandros Gavriilidis, Carsten Stahlschmidt, Jörg Velten, Anton Kummert
LDA Combined Depth Similarity and Gradient Features for Human Detection using a Time-of-Flight Sensor. VISAPP (1) (2015)
Thomas Sablik, Jörg Velten, Anton Kummert
Censorship of video images with adaptive reconstruction based on spectral domain watermarking. nDS (2015)
Jens Westerhoff, Mirko Meuter, Anton Kummert
A Generic Parameter Optimization Workflow for Camera Control Algorithms. ITSC (2015)
Carsten Stahlschmidt, Alexandros Gavriilidis, Anton Kummert
Classification of ascending steps and stairs using Time-of-Flight sensor data. nDS (2015)
Bartlomiej Sulikowski, Krzysztof Galkowski, Anton Kummert
Stability and stabilisation of active ladder circuits modeled in the form of two-dimensional (2D) systems. nDS (2015)
Bartlomiej Sulikowski, Krzysztof Galkowski, Anton Kummert
Proportional plus integral control of ladder circuits modeled in the form of two-dimensional (2D) systems. Multidimens. Syst. Signal Process. 26 (1) (2015)
Jörg Velten, Anton Kummert, Alexandros Gavriilidis, Krzysztof Galkowski
Application specific stability of 3-D Roesser-like model realizations. nDS (2015)
Sankar Basu, Anton Kummert, Klaus Meerkötter
Obituary: Alfred Leo Maria Fettweis (1926-2015). Multidimens. Syst. Signal Process. 26 (4) (2015)
Daniel Wagner, Kathrin Kalischewski, Jörg Velten, Anton Kummert
Detection of ascending and descending stairways by surface normal vectors. nDS (2015)
Jörg Velten, Anton Kummert, Alexandros Gavriilidis, Fritz Boschen
2-D signal theoretic investigation of background elimination in visual tomographic reconstruction for safety and enabling health applications. ISCAS (2015)
Anna Heinemann, Jörg Velten, Anton Kummert
Map building using occupancy grids with differentiated occupancy states. nDS (2015)
Kathrin Kalischewski, Daniel Wagner, Jörg Velten, Anton Kummert
Orientation and positioning with inertial sensors for walking frame guidance. nDS (2015)
Tim Schwerdtfeger, Anton Kummert
Newton's method for modularity-preserving multidimensional wave digital filters. nDS (2015)
Carsten Stahlschmidt, Sebastian von Camen, Alexandros Gavriilidis, Anton Kummert
Descending step classification using time-of-flight sensor data. Intelligent Vehicles Symposium (2015)

Anton Kummert.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Anton Kummert