Projects 2021/2022 Winter
Hyperspectral Imaging for Overlapping Polymer Flakes Segmentation
We use plastics for a large variety of tasks. However, they are highly dangerous for…
Projects 2020/2021 Summer
Instance Segmentation of Polymer Flakes through Hyperspectral Imaging
With the increasing amount of plastic waste being produced worldwide every year, effective recycling of…
Publications 2020
Deep learning and hyperspectral imaging for unmanned aerial vehicles
PhD Thesis: Recently there has been much interest in hyperspectral imaging research and applications. Hyperspectral…
Projects 2019/2020 Summer
Detecting Bioplastic Objects Using Instance Segmentation and Hyperspectral Imaging
Plastic is being produced at an ever-increasing rate, mostly for short-lived products that end up…
Publications 2018
Hyperspectral demosaicking and crosstalk correction using deep learning
Precision agriculture using unmanned aerial vehicles (UAVs) is gaining popularity. These UAVs provide a unique…
Publications 2017
Hyper-spectral frequency selection for the classification of vegetation diseases
Reducing the use of pesticides by early visual detection of diseases in precision agriculture is…
Projects
Hyperspectral band selection
A large proportion of plastic that is used is never recycled and ends up in…