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05/04/2021 - 05/04/2021 | Fraunhofer FHR Online-Vortragsreihe

Machine Learning for Radar Applications

Small Target Detection and Robust Classification using Neural Networks

Machine Learning approaches, especially neural networks, give State-of-the-Art results in several computer vision tasks.

This presentation shows two applications of neural networks to radar data. The first one is the detection of persons and drones with a surveillance radar. The second one is the classification of radar targets using convolutional neural networks. The latter part focuses on the robustness of these networks, i.e. which part of the input data is relevant for classification and how to avoid fooling.

Speaker:

M. Sc. Simon Wagner

Themes:

Small Target Detection

Classification of Radar Targets

Which part of the input image is used for classification

Methods to avoid fooling of neural networks

Target Group:

Customers, partners and interested parties from industry, politics, science and society

Specialists and managers, project managers and decision makers

Information on participating / attending:
Please register here:
https://www.fhr.fraunhofer.de/de/veranstaltungen/2021/radar-in-aktion---machine-...

Date:

05/04/2021 14:00 - 05/04/2021 14:30

Registration deadline:

05/03/2021

Event venue:

Online
Fraunhofer FHR Online-Vortragsreihe
Nordrhein-Westfalen
Germany

Target group:

Business and commerce, all interested persons

Relevance:

transregional, national

Subject areas:

Electrical engineering, Information technology, Mathematics, Physics / astronomy

Types of events:

Presentation / colloquium / lecture, Seminar / workshop / discussion

Entry:

04/15/2021

Sender/author:

Jens Fiege

Department:

Interne und externe Kommunikation

Event is free:

yes

Language of the text:

English

URL of this event: http://idw-online.de/en/event68453


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