7 papers
Multispectral Household Plastic Classification for Recycling Using a Camera Array
Katja Kossira, Jürgen Seiler, André Kaup
Plastic pollution has become a persistent problem in natural ecosystems. Driven by insufficient waste management, limited recycling efficiency, and high costs for recycling, plasti…
Domain Adaptation for Camera-Specific Image Characteristics using Shallow Discriminators
Maximiliane Gruber, Jürgen Seiler, André Kaup
Each image acquisition setup leads to its own camera-specific image characteristics degrading the image quality. In learning-based perception algorithms, characteristics occurring…
Inter-Camera Color Correction for Multispectral Imaging with Camera Arrays Using a Consensus Image
Katja Kossira, Jürgen Seiler, André Kaup
This paper introduces a novel method for inter-camera color calibration for multispectral imaging with camera arrays using a consensus image. Capturing images using multispectral c…
Fast Edge-Aware Occlusion Detection in the Context of Multispectral Camera Arrays
Frank Sippel, Jürgen Seiler, André Kaup
Multispectral imaging is very beneficial in diverse applications, like healthcare and agriculture, since it can capture absorption bands of molecules in different spectral areas. A…
High-Resolution Hyperspectral Video Imaging Using A Hexagonal Camera Array
Frank Sippel, Jürgen Seiler, André Kaup
Retrieving the reflectance spectrum from objects is an essential task for many classification and detection problems, since many materials and processes have a unique spectral beha…
A Guided Upsampling Network for Short Wave Infrared Images Using Graph Regularization
Frank Sippel, Jürgen Seiler, André Kaup
Exploiting the infrared area of the spectrum for classification problems is getting increasingly popular, because many materials have characteristic absorption bands in this area.…