22 citations · 32 across the 3 of their papers we have counts for
5 papers
TetraPackNet: Four-Corner-Based Object Detection in Logistics Use-Cases
Laura Dörr, Felix Brandt, Alexander Naumann +1
While common image object detection tasks focus on bounding boxes or segmentation masks as object representations, we consider the problem of finding objects based on four arbitrar…
An Image Processing Pipeline for Automated Packaging Structure Recognition
Laura Dörr, Felix Brandt, Martin Pouls +1
Dispatching and receiving logistics goods, as well as transportation itself, involve a high amount of manual efforts. The transported goods, including their packaging and labeling,…
Idle vehicle repositioning for dynamic ride-sharing
Martin Pouls, Anne Meyer, Nitin Ahuja
In dynamic ride-sharing systems, intelligent repositioning of idle vehicles enables service providers to maximize vehicle utilization and minimize request rejection rates as well a…
Fully-Automated Packaging Structure Recognition in Logistics Environments
Laura Dörr, Felix Brandt, Martin Pouls +1
Within a logistics supply chain, a large variety of transported goods need to be handled, recognized and checked at many different network points. Often, huge manual effort is invo…
Travel Time Prediction using Tree-Based Ensembles
He Huang, Martin Pouls, Anne Meyer +1
In this paper, we consider the task of predicting travel times between two arbitrary points in an urban scenario. We view this problem from two temporal perspectives: long-term for…