Research Topics

Image Recognition & Understanding

Image and pattern recognition techniques can be used to develop systems that not only analyze and understand individual images, but also recognize complex patterns and behaviors in multimedia content such as videos. By using deep learning technologies, training data can be generated for learning systems or valuable information can be obtained from optical sensors for various applications.

News

Automated and fully automated vehicles must independently capture and understand their environment. In heavy rain or snow, however, sensors such as...

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Prof. Andreas Dengel, scientific director and site manager at DFKI-Kaiserslautern received the IAPR/ICDAR Outstanding Achievement Award at the...

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Die Produktion der Zukunft ist nachhaltig, flexibel und vernetzt. Intelligente Systeme agieren autonom oder gemeinsam mit den Menschen und...

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Projects

Artificial intelligence records plastic pollution of rivers in Cambodia and Myanmar

Latest research results indicate that most of the plastic waste is transported via waterways of more than 100 km², making rivers to the main routes for plastic waste to the oceans. This has prompted...

Artificial intelligence records plastic pollution of rivers in the Philippines

The Philippines has the third highest rate of incorrectly disposed plastic waste in the world. The greater Manila area is severely affected by the increased risk of flooding and the accumulation of...

Explainable AI and Neural Networks

Despite astonishing progress in the field of Machine Learning (ML), the robustness of high-performance models, especially the ones based on Deep Learning technologies, has been lower than initially...

Hocheffiziente und sensorakkurate Simulation von Radarsystemen

HUSSAR aims at adapting existing methods from ray-based Monte Carlo simulations of visible wavelengths for radar and implementing them in a prototype. The focus of the project is to create a solid...

Smart sensor technology helps to cut plastic waste in the oceans

Plastic waste in the world`s oceans poses a threat to the marine ecosystem and also to humans. This type of waste is by and large produced on land and reaches the sea via rivers. In particular Asia is...

German Research Center for Artificial Intelligence
Deutsches Forschungszentrum für Künstliche Intelligenz