Christoph Mertz
4 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
autonomous driving
(2)
object detection
(1)
attention mechanism
(1)
instance segmentation
(1)
efficient computing
(1)
fine-grained detection
(1)
vision-language model
(1)
transformer network
(1)
autonomous navigation
(1)
small object detection
(1)
image resampling
(1)
geometry-guided prior
(1)
crack detection
(1)
perspective geometry
(1)
work zone navigation
(1)
semantic segmentation
(1)
perspective prior
(1)
Papers
ROADWork: A Dataset and Benchmark for Learning to Recognize, Observe, Analyze and Drive Through Work Zones
ICCV 2025
Learned Two-Plane Perspective Prior Based Image Resampling for Efficient Object Detection
CVPR 2023
Multimodal Object Detection via Probabilistic Ensembling
ECCV 2022
CrackFormer: Transformer Network for Fine-Grained Crack Detection
ICCV 2021