Publications

Effects of a Multi-Sensor Convolutional Autoencoder Model for Lossy Hyperspectral Data Compression on Surveillance Target Detection
Kuester, J.; Michel, A.; Schreiner, S.; Middelmann, W.; Gross, W.; Heizmann, M.
2024. 2024 14th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), Helsinki, 9th - 11th December 2024, 1–5, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WHISPERS65427.2024.10876501

3D-Hybrid Convolutional Autoencoder Model for Hyperspectral Satellite Data Compression
Kuester, J.; Gross, W.; Michel, A.; Schreiner, S.; Middelmann, W.; Heizmann, M.
2024. IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athen, 7th-12th July 2024, 2564 – 2567, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS53475.2024.10640551

Convolutional Autoencoder Model for Hyperspectral Multi-Sensor Satellite Data Compression
Kuester, J.; Gross, W.; Schreiner, S.; Middelmann, W.; Heizmann, M.
2023. IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Pasedena USA, 16-21 July 2023, 5383 – 5386, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IGARSS52108.2023.10281489

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, Art.: 122670H-1–11, SPIE. doi:10.1117/12.2636129

Impact of different compression rates for hyperspectral data compression based on a convolutional autoencoder
Kuester, J.; Gross, W.; Heizmann, M.; Middelmann, W.
2021. Image and Signal Processing for Remote Sensing XXVII: SPIE Remote Sensing, 13-18 September 2021. Ed.: L. Bruzzone Hrsg.: Bruzzone L., Benediktsson J. A., Bovolo F., Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2598010