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 | 6 | 2022 |
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 | 5 | 2022 |
Improving Car Detection from Aerial Footage with Elevation Information and Markov Random Fields. K Qiu, D Bulatov, L Lucks SIGMAP, 112-119, 2022 | 3 | 2022 |
A stratified pipeline for vehicle inpainting in orthophotos B Kottler, K Qiu, G Häufel, D Bulatov International Conference on Pattern Recognition, 113-128, 2025 | 1 | 2025 |
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 | 1 | 2024 |
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 | 1 | 2023 |
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 | 1 | 2023 |
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 |