Daniel Fährmann

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Smart Environments

Multivariate Time Series

Anomaly Detection

Top Venues

Publications

Daniel Fährmann, Fadi Boutros, Philipp Kubon, Florian Kirchbuchner, Arjan Kuijper, Naser Damer
Ubiquitous multi-occupant detection in smart environments. Neural Comput. Appl. 36 (6) (2024)
Daniel Fährmann, Laura Martín, Luis Sánchez, Naser Damer
Anomaly Detection in Smart Environments: A Comprehensive Survey. IEEE Access 12 (2024)
Daniel Fährmann, Naser Damer, Florian Kirchbuchner, Arjan Kuijper
Lightweight Long Short-Term Memory Variational Auto-Encoder for Multivariate Time Series Anomaly Detection in Industrial Control Systems. Sensors 22 (8) (2022)
Daniel Fährmann, Nils Jorek, Naser Damer, Florian Kirchbuchner, Arjan Kuijper
Double Deep Q-Learning With Prioritized Experience Replay for Anomaly Detection in Smart Environments. IEEE Access 10 (2022)
Philipp Terhörst, Daniel Fährmann, Jan Niklas Kolf, Naser Damer, Florian Kirchbuchner, Arjan Kuijper
MAAD-Face: A Massively Annotated Attribute Dataset for Face Images. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Philipp Terhörst, Daniel Fährmann, Naser Damer, Florian Kirchbuchner, Arjan Kuijper
On Soft-Biometric Information Stored in Biometric Face Embeddings. IEEE Trans. Biom. Behav. Identity Sci. 3 (4) (2021)
Philipp Terhörst, Daniel Fährmann, Jan Niklas Kolf, Naser Damer, Florian Kirchbuchner, Arjan Kuijper
MAAD-Face: A Massively Annotated Attribute Dataset for Face Images. CoRR (2020)
Philipp Terhörst, Daniel Fährmann, Naser Damer, Florian Kirchbuchner, Arjan Kuijper
Beyond Identity: What Information Is Stored in Biometric Face Templates? IJCB (2020)
Philipp Terhörst, Daniel Fährmann, Naser Damer, Florian Kirchbuchner, Arjan Kuijper
Beyond Identity: What Information Is Stored in Biometric Face Templates? CoRR (2020)
Jihao Andreas Lin, Jakob Brünker, Daniel Fährmann
Learning to Predict the 3D Layout of a Scene. CoRR (2020)