Anastasiadis

M.Sc. Johannes Anastasiadis

  • Hertzstraße 16
    Geb. 06.35
    76187 Karlsruhe

Assisted Lectures
Title Type Semester Place
lecture summer semester

see German website

Currently Available Theses

Please visit the German homepage for up-to-date information.

Publications


2022
Investigating the influence of hyperspectral data compression on spectral unmixing
Kuester, J.; Anastasiadis, J.; Middelmann, W.; Heizmann, M.
2022. Image and Signal Processing for Remote Sensing XXVIII. Ed.: L. Bruzzone, 122670H-1–11, SPIE. doi:10.1117/12.2636129Full textFull text of the publication as PDF document
2021
Gaussian Process Inspired Neural Networks for Spectral Unmixing Dataset Augmentation
Anastasiadis, J.; Heizmann, M.
2021. Artificial Intelligence. Ed.: K.-H. Schäfer, 61–70, Hochschule Kaiserslautern Full textFull text of the publication as PDF document
Generation of artificial training data for spectral unmixing by modelling spectral variability using Gaussian random variables
Anastasiadis, J.; Heizmann, M.
2021. OCM 2021 - Optical Characterization of Materials : Conference Proceedings. Ed.: J. Beyerer; T. Längle, 129–139, Karlsruher Institut für Technologie (KIT) Full textFull text of the publication as PDF document
2020
CNN-based augmentation strategy for spectral unmixing datasets considering spectral variability
Anastasiadis, J.; Heizmann, M.
2020. SPIE REMOTE SENSING - Image and Signal Processing for Remote Sensing XXVI, 21-25 September 2020. Ed.: L. Bruzzone, 188 – 199, SPIE. doi:10.1117/12.2575875Full textFull text of the publication as PDF document
2019
Robust iterative estimation of material abundances based on spectral filters exploiting the SVD
Krippner, W.; Anastasiadis, J.; Puente Léon, F.
2019. Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imaging XXVI, 26-30 April 2020, Anaheim Convention Center, Anaheim, California, United States, Art.-Nr.: 109861T, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2518195
Spatially resolved ingredient detection in spice mixes using 3D convolutional neural networks
Anastasiadis, J.; Krippner, W.; Puente Léon, F.
2019. OCM 2019 - Optical Characterization of Materials : Conference Proceedings. Ed.: J. Beyerer; F. Puente León, T. Längle, 35–44, KIT Scientific Publishing. doi:10.5445/IR/1000092319Full textFull text of the publication as PDF document
2015
Identification and sorting of regular textures according to their similarity
Hernández Mesa, P.; Anastasiadis, J.; Puente León, F.
2015. Automated Visual Inspection and Machine Vision : 24 June 2015, Munich, Germany. Ed.: J. Beyerer, 95300A, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2184439