ENBIS-22 Trondheim Conference

Session

INVITED Data Science for logistics 1

28 Jun 2022, 08:30

EL6

Conveners

INVITED Data Science for logistics 1

• Markus Pauly (TU Dortmund University)

23. On Re-Identification of Warehousing Entities

Jérôme Rutinowski (TU Dortmund University)

28/06/2022, 08:30

Other/special session/invited session

Re-identification is a deep learning based method, defined as the process of not only detecting but identifying a previously recorded subject over a network of cameras. During this process, the subject in question is assigned a unique descriptor, used to compare the current subject with previously recorded ones, stored in a database. Due to the use of a unique descriptor instead of a class,...

35. Dataset Creation and Transfer Learning for Human Activity Recognition in Logistics

Dr Christopher Reining (TU Dortmund University), Lena Schmid (TU Dortmund University)

28/06/2022, 09:00

Other/special session/invited session

Detailed information on the occurrence and duration of human activities is crucial to enhance the efficiency of manual processes. Thus, methods of sensor-based human activity recognition (HAR) gain relevance. Training a classifier for this task demands a large amount of data, as human movements are highly variable and diverse, in particular in the diverse environments of industrial...