Martin Hermann Paul Fuchs

According to our database, Martin Hermann Paul Fuchs authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

HyVIC: A Metric-Driven Spatio-Spectral Hyperspectral Image Compression Architecture Based on Variational Autoencoders.

Martin Hermann Paul Fuchs, Behnood Rasti, Begüm Demir

CoRR, March, 2026

2025

Adjustable Spatio-Spectral Hyperspectral Image Compression Network.

Martin Hermann Paul Fuchs, Behnood Rasti, Begüm Demir

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024

HyCoT: Hyperspectral Compression Transformer with an Efficient Training Strategy.

Martin Hermann Paul Fuchs, Behnood Rasti, Begüm Demir

CoRR, 2024

HyCoT: A Transformer-Based Autoencoder for Hyperspectral Image Compression.

Martin Hermann Paul Fuchs, Behnood Rasti, Begüm Demir

Proceedings of the 14th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2024

Generative Adversarial Networks for Spatio-Spectral Compression of Hyperspectral Images.

Martin Hermann Paul Fuchs, Akshara Preethy Byju, Alisa Walda, Behnood Rasti, Begüm Demir

Proceedings of the 14th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2024

2023

Generative Adversarial Networks for Spatio-Spectral Compression of Hyperspectral Images.

Akshara Preethy Byju, Martin Hermann Paul Fuchs, Alisa Walda, Begüm Demir

CoRR, 2023

HySpecNet-11k: a Large-Scale Hyperspectral Dataset for Benchmarking Learning-Based Hyperspectral Image Compression Methods.

Martin Hermann Paul Fuchs, Begüm Demir

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023