
Multitarget Tracking Using Orientation Estimation for Optical Belt Sorting
Florian Pfaff(Author)
KIT Scientific Publishing
Published on 31. October 2019
Book
Paperback/Softback
272 pages
978-3-7315-0932-5 (ISBN)
Description
In optical belt sorting, accurate predictions of the bulk material particles' motions are required for high-quality results. By implementing a multitarget tracker tailored to the scenario and deriving novel motion models, the predictions are greatly enhanced. The tracker's reliability is improved by also considering the particles' orientations. To this end, new estimators for directional quantities based on orthogonal basis functions are presented and shown to outperform the state of the art.
More details
Series
Thesis
Doctoral thesis
2019
Karlsruher Institut für Technologie, KIT
Language
English
Illustrations
graph. Darst.
Dimensions
Height: 210 mm
Width: 148 mm
Thickness: 17 mm
Weight
398 gr
ISBN-13
978-3-7315-0932-5 (9783731509325)
DOI
10.5445/KSP/1000094502
Schweitzer Classification