Search Results for author: Denis F. Wolf

Found 3 papers, 1 papers with code

Autonomous driving of trucks in off-road environment

no code implementations12 Dec 2023 Kenny A. Q. Caldas, Filipe M. Barbosa, Junior A. R. Silva, Tiago C. Santos, Iago P. Gomes, Luis A. Rosero, Denis F. Wolf, Valdir Grassi Jr

The longitudinal control strategy relies on a Non-Linear Model Predictive Controller (NMPC), which considers the path geometry and simplified vehicle dynamics to compute a smooth and comfortable input velocity, without violating the imposed constraints.

Autonomous Driving

Image classification in frequency domain with 2SReLU: a second harmonics superposition activation function

1 code implementation18 Jun 2020 Thomio Watanabe, Denis F. Wolf

Deep Convolutional Neural Networks are able to identify complex patterns and perform tasks with super-human capabilities.

General Classification Image Classification

Environment reconstruction on depth images using Generative Adversarial Networks

no code implementations9 Dec 2019 Lucas P. N. Matias, Jefferson R. Souza, Denis F. Wolf

The task of understanding the surroundings is hard by itself; for intelligent vehicles, it is even more critical due to the high speed in which the vehicle navigates.

Generative Adversarial Network Navigate

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