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Author

Fabian Timm

Observed name: Timm, Fabian
OpenAlex ID: A5043455894
Deep Multi-Modal Object Detection and Semantic Segmentation for Autonomous Driving: Datasets, Methods, and Challenges
2020 · Di Feng, Christian Haase-Schutz, et al. · IEEE Transactions on Intelligent Transportation Systems · 1,501
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Accurate Eye Centre Localisation by Means of Gradients
2011 · Fabian Timm, Erhardt Barth · International Conference on Computer Vision Theory and Applications · 269
Leveraging Heteroscedastic Aleatoric Uncertainties for Robust Real-Time LiDAR 3D Object Detection
2019 · Di Feng, Lars Rosenbaum, et al. · IEEE Intelligent Vehicles Symposium · 82
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Non-parametric texture defect detection using Weibull features
2011 · Fabian Timm, Erhardt Barth · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 68
Can We Trust You? On Calibration of a Probabilistic Object Detector for Autonomous Driving
2019 · Feng, Di, Rosenbaum, Lars, et al. · arXiv (Cornell University) · 44
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DeepReflecs: Deep Learning for Automotive Object Classification with Radar Reflections
2021 · Michael Ulrich, Claudius Glaser, et al. · IEEE Radar Conference (RadarConf) · 42
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Labels are Not Perfect: Inferring Spatial Uncertainty in Object Detection
2021 · Di Feng, Zining Wang, et al. · IEEE Transactions on Intelligent Transportation Systems · 39
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Leveraging Uncertainties for Deep Multi-modal Object Detection in Autonomous Driving
2020 · Di Feng, Yifan Cao, et al. · IEEE Intelligent Vehicles Symposium · 34
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Inferring Spatial Uncertainty in Object Detection
2020 · Zining Wang, Di Feng, et al. · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 32
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Holistic Filter Pruning for Efficient Deep Neural Networks
2021 · Lukas Enderich, Fabian Timm, et al. · IEEE Winter Conference on Applications of Computer Vision · 22
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Novelty detection for the inspection of light-emitting diodes
2011 · Fabian Timm, Erhardt Barth · Expert Systems with Applications · 15
A Mechanical Stimulation Glove to Induce Hebbian Plasticity at the Fingertip
2020 · Fabian Timm, Esther Kuehn · Frontiers in Human Neuroscience · 10
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Where can I drive? A System Approach: Deep Ego Corridor Estimation for Robust Automated Driving
2021 · Thomas Michalke, Colin Wust, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 9
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SYMOG: Learning symmetric mixture of Gaussian modes for improved fixed-point quantization
2020 · Lukas Enderich, Fabian Timm, et al. · Neurocomputing · 9
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Learning Multimodal Fixed-Point Weights using Gradient Descent
2019 · Enderich, Lukas, Timm, Fabian, et al. · arXiv (Cornell University) · 9
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Statistical Fourier Descriptors for Defect Image Classification
2010 · Fabian Timm, Thomas Martinetz · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 9
Simple Incremental One-Class Support Vector Classification
2008 · Kai Labusch, Fabian Timm, et al. · Lecture notes in computer science · 7
Welding Inspection Using Novel Specularity Features and a One-class Svm
2009 · Fabian Timm, Sascha Klement, et al. · International Conference on Computer Vision Theory and Applications · 5
Fix-Net: pure fixed-point representation of deep neural networks
2019 · Lukas Enderich, Fabian Timm, et al. · 3
Optical Inspection of Welding Seams
2010 · Fabian Timm, Thomas Martinetz, et al. · Communications in computer and information science · 3
Fast model selection for MaxMinOver-based training of support vector machines
2008 · Fabian Timm, Sascha Klement, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 3
Accurate, fast, and robust centre localisation for images of semiconductor components
2011 · Fabian Timm, Erhardt Barth · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2
Where can I drive? Deep Ego-Corridor Estimation for Robust Automated Driving.
2020 · Thomas Michalke, Colin Wüst, et al. · arXiv (Cornell University) · 1
Machine vision for inspection and novelty detection
2012 · Fabian Timm
Illumination Correction for Image Stitching
2011 · Sascha Klement, Fabian Timm, et al. · International Conference on Information Visualization Theory and Applications
Works count: 27
Citation count: 2,223
H-index: 11
I10-index: 12
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