1 code implementation • 22 Dec 2023 • Binbin Xiang, Maciej Wielgosz, Theodora Kontogianni, Torben Peters, Stefano Puliti, Rasmus Astrup, Konrad Schindler
Detailed forest inventories are critical for sustainable and flexible management of forest resources, to conserve various ecosystem services.
1 code implementation • 6 Jul 2023 • Binbin Xiang, Torben Peters, Theodora Kontogianni, Frawa Vetterli, Stefano Puliti, Rasmus Astrup, Konrad Schindler
Panoptic segmentation is the combination of semantic and instance segmentation: assign the points in a 3D point cloud to semantic categories and partition them into distinct object instances.
1 code implementation • 27 Apr 2023 • Binbin Xiang, Yuanwen Yue, Torben Peters, Konrad Schindler
Moreover, a modular pipeline is set up to perform comprehensive, systematic experiments to assess the state of panoptic segmentation in the context of street mapping.
Ranked #2 on Panoptic Segmentation on S3DIS Area5
1 code implementation • CVPR 2023 • Nikolai Kalischek, Rodrigo Caye Daudt, Torben Peters, Reinhard Furrer, Jan D. Wegner, Konrad Schindler
With the release of BiasBed, we hope to foster a common understanding of consistent and meaningful comparisons, and consequently faster progress towards learning methods free of texture bias.
1 code implementation • 23 Nov 2022 • Nikolai Kalischek, Torben Peters, Jan D. Wegner, Konrad Schindler
Probabilistic denoising diffusion models (DDMs) have set a new standard for 2D image generation.
1 code implementation • 23 Nov 2022 • Nikolai Kalischek, Rodrigo C. Daudt, Torben Peters, Reinhard Furrer, Jan D. Wegner, Konrad Schindler
With the release of BiasBed, we hope to foster a common understanding of consistent and meaningful comparisons, and consequently faster progress towards learning methods free of texture bias.
no code implementations • 10 Nov 2020 • Anna Malinovskaya, Philipp Otto, Torben Peters
Complex systems which can be represented in the form of static and dynamic graphs arise in different fields, e. g. communication, engineering and industry.