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Tim Fingscheidt — most-cited papers & profile · Computer Vision
← authors
·
overview
Tim Fingscheidt
37
papers ·
179
citations ·
26
h-index
Technische Universität Braunschweig
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance
2020 · 19 citations
Corner Cases for Visual Perception in Automated Driving: Some Guidance on Detection Approaches
2021 · 17 citations
A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic Segmentation
2023 · 11 citations
Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations
2020 · 7 citations
Improved Noise and Attack Robustness for Semantic Segmentation by Using Multi-Task Training with Self-Supervised Depth Estimation
2020 · 2 citations
Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space
2022 · 2 citations
SVDistNet: Self-Supervised Near-Field Distance Estimation on Surround View Fisheye Cameras
2021 · 1 citations
Detecting Adversarial Perturbations in Multi-Task Perception
2022 · 1 citations
Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation
2023 · 1 citations
Adversarial Attack and Disturbance Detection by Hadamard-Coded Output Representations for Object Detection and Semantic Segmentation
2026
Efficient Multi-View 3D Object Detection by Dynamic Token Selection and Fine-Tuning
2026
OpenViGA: Video Generation for Automotive Driving Scenes by Streamlining and Fine-Tuning Open Source Models with Public Data
2025
A Lightweight Image Super-Resolution Transformer Trained on Low-Resolution Images Only
2025
Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels
2020
SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized with Semantic Segmentation for Autonomous Driving
2020
Top co-authors
Marvin Klingner
· 7
Jan-Aike Term\"ohlen
· 5
Senthil Yogamani
· 3
Andreas B\"ar
· 2
Andreas Bär
· 2
Bj\"orn M\"oller
· 2
Jasmin Breitenstein
· 2
Joshua Niemeijer
· 2
Lucas G\"ornhardt
· 2
Manuel Schwonberg
· 2
Nico M. Schmidt
· 2
Stefan Milz
· 2
Topics
cs.CV
Segmentation
Autonomous Driving
cs.RO
Image Restoration
eess.IV
3D Vision