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 |
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 | 1 | 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 | 1 | 2022 |
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 |
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 | | 2023 |
Improving Car Detection from Aerial Footage with Elevation Information and Markov Random Fields. K Qiu, D Bulatov, L Lucks SIGMAP, 112-119, 2022 | | 2022 |