Lehrstuhl für Informatik 5 (Mustererkennung)

Spectral Analysis of Light-Adapted Electroretinograms in Neurodevelopmental Disorders: Classification with Machine Learning (2025) Constable P, Pinzon-Arenas JO, Mercado Diaz LR, Lee I, Marmolejo-Ramos F, Loh L, Zhdanov A, et al. Journal article, Original article Deep learning-based classification of coronary arteries and left ventricle using multimodal data for autonomous protocol selection or adjustment in angiography (2025) Ravi A, Bernhardt P, Hoffmann M, Kordon F, Bayer S, Achenbach S, Maier A Journal article Digitization Framework of Water Utility Documents for Digital Twins (2025) Ramachandran A, Maier A, Bayer S Conference contribution, Conference Contribution Water Demand Forecasting of District Metered Areas through Learned Consumer Representations (2025) Ramachandran A, Arias Vergara T, Maier A, Bayer S Conference contribution, Conference Contribution Unsupervised motion artifacts reduction for cone-beam CT via enhanced landmark detection (2025) Viriyasaranon T, Ma S, Thies M, Maier A, Choi JH Journal article Novel Artistic Scene-Centric Datasets for Effective Transfer Learning in Fragrant Spaces (2025) Liu S, Huang H, Zinnen M, Maier A, Christlein V Conference contribution Nuremberg Letterbooks: A Multi-Transcriptional Dataset of Early 15th Century Manuscripts for Document Analysis. (2025) Habermann M, Mayr M, Krenz J, Neumeier K, Bub A, Bürcky S, Brolich N, et al. Journal article, Online publication Low-Rank Adaptation vs. Fine-Tuning for Handwritten Text Recognition (2025) Hüttner L, Mayr M, Gorges T, Wu F, Seuret M, Maier A, Christlein V Conference contribution, Conference Contribution Verification of neural network based power system protection schemes (2025) Mederer C, Kordowich G, Oelhaf J, Maier A, Bayer S, Jäger J Conference contribution Lightweight cross-attention-based HookNet for historical handwritten document layout analysis (2025) Wu F, Seuret M, Mayr M, Kordon F, Zöllner J, Wind S, Maier A, Christlein V Journal article, Original article