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Neural Reflectance and Lighting Estimation
We are working on deep learning approaches to estimate reflectance parameters …
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Training State-of-the-Art AI Algorithms with limited Data
Our technology reduces data requirements for AI model training in computer …
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3D Reconstruction based on Encoder/Decoder
Generative AI is used for 3D reconstruction by training a deep learning model …
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Object Detection and Segmentation
Vision Transformer is a deep learning model for object detection and …
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Advanced Virtual and Augmented Applications
We apply our technology to state of the art XR to offer advanced solutions and …
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Realtime volumetric video
We are developing a framework for realtime volumetric videos which can be used …
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Augmented Reality in assembly processes
With the aim of making assembly workplaces more efficient, Fraunhofer IGD has …
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Event-based Vision
A framework for event-based vision: Efficient approach to computer vision based …
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Object Pose Estimation and Tracking
We are developing robust and efficient object pose estimation and tracking …
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Research
Overview of our current research topics and projects.