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Kevin Qiu
Kevin Qiu
Scientific Researcher, Fraunhofer IOSB
Verified email at iosb.fraunhofer.de
Title
Cited by
Cited by
Year
Exploring fusion techniques in U-Net and DeepLab V3 architectures for multi-modal land cover classification
K Qiu, LE Budde, D Bulatov, D Iwaszczuk
Earth Resources and Environmental Remote Sensing/GIS Applications XIII 12268 …, 2022
62022
Intersection complexity and its influence on human drivers
H Weinreuter, NR Strelau, K Qiu, Y Jiang, B Deml, M Heizmann
IEEE Access 10, 74059-74070, 2022
52022
Improving Car Detection from Aerial Footage with Elevation Information and Markov Random Fields.
K Qiu, D Bulatov, L Lucks
SIGMAP, 112-119, 2022
32022
A stratified pipeline for vehicle inpainting in orthophotos
B Kottler, K Qiu, G Häufel, D Bulatov
International Conference on Pattern Recognition, 113-128, 2025
12025
Improving Deep Learning based Point Cloud Classification using Markov Random Fields with Quadratic Pseudo-Boolean Optimization.
Q Mei, K Qiu, D Bulatov, D Iwaszczuk
ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information Sciences 10, 2024
12024
Dimension Reduction of Combined Image and Elevation Remote Sensing Data Using UMAP, Autoencoders, and Variational Autoencoders: Investigation on Shaded Regions
D Bulatov, M Böge, D Debroize, G Häufel, K Qiu
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
12023
Influence of out-of-distribution examples on the quality of semantic segmentation in remote sensing
K Qiu, D Bulatov, LE Budde, T Kullmann, D Iwaszczuk
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
12023
Ground Awareness in Deep Learning for Large Outdoor Point Cloud Segmentation
K Qiu, D Bulatov, D Iwaszczuk
arXiv preprint arXiv:2501.18246, 2025
2025
Improving self-supervised segmentation of urban scenes using NDSM-enhanced CRF
K Qiu, L Wagenbach, D Bulatov, D Iwaszczuk
Land Surface and Cryosphere Remote Sensing V 13263, 35-44, 2025
2025
Building Detection and Outlining in Multi-Modal Remote Sensor Data: A Stratified Approach
M Böge, YA Mousa, D Bulatov, K Qiu
Canadian Journal of Remote Sensing 50 (1), 2430490, 2024
2024
Shadow detection and shadow removal: a benefit for land cover classification
G Häufel, M Böge, K Qiu, D Bulatov
Earth Resources and Environmental Remote Sensing/GIS Applications XV 13197 …, 2024
2024
Using road detection and OSM reference data to refine airborne camera extrinsics in the Ahr Valley flooding use case
K Qiu, E Demeur, B Piltz, F Kuijper, D Bulatov, M van Persie
Earth Resources and Environmental Remote Sensing/GIS Applications XV 13197 …, 2024
2024
Characterization of Out-of-distribution Samples from Uncertainty Maps Using Supervised Machine Learning
D Bulatov, E Strauss, K Qiu, D Iwaszczuk
Pattern Recognition: 45th DAGM German Conference, DAGM GCPR 2023, Heidelberg …, 2024
2024
Characterization of Out-of-distribution Samples from Uncertainty Maps Using Supervised Machine Learning
LE Budde, D Bulatov, E Strauss, K Qiu, D Iwaszczuk
DAGM German Conference on Pattern Recognition, 260-274, 2023
2023
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