Search Results for author: Daniel Wilson

Found 6 papers, 1 papers with code

Deep Riemannian Networks for EEG Decoding

no code implementations20 Dec 2022 Daniel Wilson, Robin Tibor Schirrmeister, Lukas Alexander Wilhelm Gemein, Tonio Ball

Our study aims to lay the groundwork in the area of these topics through the analysis of DRNs for EEG with a wide range of hyperparameters.

EEG Eeg Decoding

Visual and Object Geo-localization: A Comprehensive Survey

no code implementations30 Dec 2021 Daniel Wilson, Xiaohan Zhang, Waqas Sultani, Safwan Wshah

The concept of geo-localization refers to the process of determining where on earth some `entity' is located, typically using Global Positioning System (GPS) coordinates.

3D Reconstruction Object

Object Tracking and Geo-localization from Street Images

no code implementations13 Jul 2021 Daniel Wilson, Thayer Alshaabi, Colin Van Oort, Xiaohan Zhang, Jonathan Nelson, Safwan Wshah

Geo-localizing static objects from street images is challenging but also very important for road asset mapping and autonomous driving.

Autonomous Driving Object +1

Points2Polygons: Context-Based Segmentation from Weak Labels Using Adversarial Networks

no code implementations5 Jun 2021 Kuai Yu, Hakeem Frank, Daniel Wilson

In applied image segmentation tasks, the ability to provide numerous and precise labels for training is paramount to the accuracy of the model at inference time.

Image Segmentation Metric Learning +2

Machine-Learning-Based Diagnostics of EEG Pathology

1 code implementation11 Feb 2020 Lukas Alexander Wilhelm Gemein, Robin Tibor Schirrmeister, Patryk Chrabąszcz, Daniel Wilson, Joschka Boedecker, Andreas Schulze-Bonhage, Frank Hutter, Tonio Ball

The results demonstrate that the proposed feature-based decoding framework can achieve accuracies on the same level as state-of-the-art deep neural networks.

BIG-bench Machine Learning EEG +1

Artificial Intelligence Approaches

no code implementations27 Aug 2019 Yingjie Hu, Wenwen Li, Dawn Wright, Orhun Aydin, Daniel Wilson, Omar Maher, Mansour Raad

Artificial Intelligence (AI) has received tremendous attention from academia, industry, and the general public in recent years.

BIG-bench Machine Learning

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