219 citations · 238 across the 4 of their papers we have counts for
5 papers
UNCOVER: Unknown Class Object Detection for Autonomous Vehicles in Real-time
Lars Schmarje, Kaspar Sakman, Reinhard Koch +1
Autonomous driving (AD) operates in open-world scenarios, where encountering unknown objects is inevitable. However, standard object detectors trained on a limited number of base c…
Learning Stixel-based Instance Segmentation
Monty Santarossa, Lukas Schneider, Claudius Zelenka +3
Stixels have been successfully applied to a wide range of vision tasks in autonomous driving, recently including instance segmentation. However, due to their sparse occurrence in t…
A survey on Semi-, Self- and Unsupervised Learning for Image Classification
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder +1
While deep learning strategies achieve outstanding results in computer vision tasks, one issue remains: The current strategies rely heavily on a huge amount of labeled data. In man…
2D and 3D Segmentation of uncertain local collagen fiber orientations in SHG microscopy
Lars Schmarje, Claudius Zelenka, Ulf Geisen +2
Collagen fiber orientations in bones, visible with Second Harmonic Generation (SHG) microscopy, represent the inner structure and its alteration due to influences like cancer. Whil…
Complexity and Inapproximability Results for Parallel Task Scheduling and Strip Packing
Sören Henning, Klaus Jansen, Malin Rau +1
We study the Parallel Task Scheduling problem with a constant number of machines. This problem is known to be strongly NP-complete for each , while i…