Auflistung nach Schlagwort "object detection"

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  • The application of a car confidence feature for the classification of cross-roads using conditional random fields 
    Kosov, Sergej; Rottensteiner, Franz; Heipke, Christian; Leitloff, Jens; Hinz, Stefan (Göttingen : Copernicus GmbH, 2013)
    The precise classification and reconstruction of crossroads from multiple aerial images is a challenging problem in remote sensing. We apply the Conditional Random Fields (CRF) approach to this problem, a probabilistic ...
  • LR-CNN : Local-aware Region CNN for vehicle detection in aerial imagery 
    Liao, Wengtong; Chen, Xiang; Yang, Jingfeng; Roth, Stefan; Goesele, Michael; Ying Yang, Michael; Rosenhahn, Bodo (Katlenburg-Lindau : Copernicus Publications, 2020)
    State-of-the-art object detection approaches such as Fast/Faster R-CNN, SSD, or YOLO have difficulties detecting dense, small targets with arbitrary orientation in large aerial images. The main reason is that using ...
  • Requirements for Automotive LiDAR Systems 
    Dai, Zhuoqun; Wolf, Alexander; Ley, Peer-Phillip; Glück, Tobias; Sundermeier, Max Caspar; Lachmayer, Roland (Basel : MDPI, 2022)
    Light detection and ranging (LiDAR) are fundamental sensors that help driving tasks for autonomous driving at various levels. Commercially available systems come in different specialized design schemes and involve plenty ...