Anastasiadis

M.Sc. Johannes Anastasiadis

  • Hertzstraße 16
    Geb. 06.35
    76187 Karlsruhe

Betreute Veranstaltungen
Titel Typ Semester Ort
Vorlesung Sommersemester

Im SS 2021 nur online

Zu vergebende Arbeiten
Titel Typ Forschungsthema
Derzeit sind keine Arbeiten ausgeschrieben.

Publikationen


2021
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, Jürgen; T. Längle, 129–139, Karlsruher Institut für Technologie (KIT)
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:10.1117/12.2575875
Erzeugung künstlicher Datensätze zum Training konvolutionaler neuronaler Netze für die spektrale Entmischung.
Anastasiadis, J.; Benzing, P.; Puente León, F.
2020. Technisches Messen, 87 (9), 542–552. doi:10.1515/teme-2020-0008
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/1000092319
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