Steve Dias Da Cruz

According to our database, Steve Dias Da Cruz authored at least 10 papers between 2019 and 2023.

Collaborative distances:

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

2023

Towards Reliable Computer Vision Feature Extraction by Novel Autoencoder Methods.

Steve Dias Da Cruz

PhD thesis, 2023

2022

Autoencoder and Partially Impossible Reconstruction Losses.

Steve Dias Da Cruz, Bertram Taetz, Thomas Stifter, Didier Stricker

Sensors, 2022

Autoencoder for Synthetic to Real Generalization: From Simple to More Complex Scenes.

Steve Dias Da Cruz, Bertram Taetz, Thomas Stifter, Didier Stricker

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Autoencoder Attractors for Uncertainty Estimation.

Steve Dias Da Cruz, Bertram Taetz, Thomas Stifter, Didier Stricker

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

On decision regions of narrow deep neural networks.

Hans-Peter Beise, Steve Dias Da Cruz, Udo Schröder

Neural Networks, 2021

Illumination Normalization by Partially Impossible Encoder-Decoder Cost Function.

Steve Dias Da Cruz, Bertram Taetz, Thomas Stifter, Didier Stricker

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Autoencoder Based Inter-Vehicle Generalization for In-Cabin Occupant Classification.

Steve Dias Da Cruz, Bertram Taetz, Oliver Wasenmüller, Thomas Stifter, Didier Stricker

Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

2020

Expressiveness of Neural Networks Having Width Equal or Below the Input Dimension.

Hans-Peter Beise, Steve Dias Da Cruz

CoRR, 2020

SVIRO: Synthetic Vehicle Interior Rear Seat Occupancy Dataset and Benchmark.

Steve Dias Da Cruz, Oliver Wasenmüller, Hans-Peter Beise, Thomas Stifter, Didier Stricker

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

2019

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