A Theoretical Investigation of the Detection of Vital Signs in Presence of Car Vibrations and RADAR-Based Passenger Classification. - Steve Dias Da Cruz; Hans-Peter Beise; Udo Schröder; Una Karahasanovic (IEEE Trans. Veh. Technol., 2019)

SVIRO: Synthetic Vehicle Interior Rear Seat Occupancy Dataset and Benchmark. - Steve Dias Da Cruz; Oliver Wasenmüller; Hans-Peter Beise; Thomas Stifter; Didier Stricker (WACV, 2020)

Expressiveness of Neural Networks Having Width Equal or Below the Input Dimension. - Hans-Peter Beise; Steve Dias Da Cruz (CoRR, 2020)

Autoencoder Based Inter-Vehicle Generalization for In-Cabin Occupant Classification. - Steve Dias Da Cruz; Bertram Taetz; Oliver Wasenmüller; Thomas Stifter; Didier Stricker (IV, 2021)

Illumination Normalization by Partially Impossible Encoder-Decoder Cost Function. - Steve Dias Da Cruz; Bertram Taetz; Thomas Stifter; Didier Stricker (WACV, 2021)

On decision regions of narrow deep neural networks. - Hans-Peter Beise; Steve Dias Da Cruz; Udo Schröder (Neural Networks, 2021)

Autoencoder Attractors for Uncertainty Estimation. - Steve Dias Da Cruz; Bertram Taetz; Thomas Stifter; Didier Stricker (ICPR, 2022)

Autoencoder for Synthetic to Real Generalization: From Simple to More Complex Scenes. - Steve Dias Da Cruz; Bertram Taetz; Thomas Stifter; Didier Stricker (ICPR, 2022)

Autoencoder and Partially Impossible Reconstruction Losses. - Steve Dias Da Cruz; Bertram Taetz; Thomas Stifter; Didier Stricker (Sensors, 2022)

Towards Reliable Computer Vision Feature Extraction by Novel Autoencoder Methods. - Steve Dias Da Cruz (2023)