Radu Petru
Elektrobit
3 Papers
Radu Petru is an academic researcher from Elektrobit. The author has contributed to research in topics: Computer program & Computer science. The author has co-authored 3 publications.
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Papers
Patent
Convolutional neural network with reduced complexity
Vasilcoi Andrei,Radu Petru,Marina Liviu,Trasnea Bogdan,Grigorescu Sorin Mihai +4 more
- 11 Nov 2020
TL;DR: In this paper, a convolutional neural network (CNN) is used for determining a driving context of a vehicle. But the method is not suitable for autonomous driving and it requires at least one non-trainable classifier (NTC) for assigning a class label.
Patent
Training of a neural network for segmantic segmentation using additional transformed images.
Radu Petru,Grigorescu Sorin Mihai +1 more
- 07 Oct 2020
TL;DR: In this paper, a method, a computer program code, and an apparatus for training a neural network for semantic segmentation is presented, which is further related to a driver assistance system comprising of a CNN and an autonomous or semi-autonomous vehicle.
Patent
Processing environmental data of an environment of a vehicle
Radu Petru,Grigorescu Sorin Mihai +1 more
- 30 Sep 2020
TL;DR: In this paper, a method, a computer program code, and an apparatus for processing environmental data of an environment of a vehicle is described, which is further related to a driver assistance system, which makes use of such a method or apparatus.