3 papers
cs.CV2024
Trustworthy Compression? Impact of AI-based Codecs on Biometrics for Law Enforcement
Sandra Bergmann, Denise Moussa, Christian Riess
Image-based biometrics can aid law enforcement in various aspects, for example in iris, fingerprint and soft-biometric recognition. A critical precondition for recognition is the a…
cs.CV2023
LORD: Leveraging Open-Set Recognition with Unknown Data
Tobias Koch, Christian Riess, Thomas Köhler
Handling entirely unknown data is a challenge for any deployed classifier. Classification models are typically trained on a static pre-defined dataset and are kept in the dark for…
cs.CV2023
Benchmarking Probabilistic Deep Learning Methods for License Plate Recognition
Franziska Schirrmacher, Benedikt Lorch, Anatol Maier +1
Learning-based algorithms for automated license plate recognition implicitly assume that the training and test data are well aligned. However, this may not be the case under extrem…