Guillermo Reyes

schoolGerman Research Center for Artificial Intelligencebar_chart#5594 Global Rank

Total Papers

HCI Rank

#5594

Research Areas

Years Active

Recent Publications

Looking for a better fit? An Incremental Learning Multimodal Object Referencing Framework adapting to Individual Drivers

The rapid advancement of the automotive industry towards automated and semi-automated vehicles has rendered traditional methods of vehicle interaction, such as touch-based and voice command systems, inadequate for a widening range of non-driving related tasks, such as referencing objects outside of the vehicle. Conseq…

AUTO_UI '231st AuthorHand Gesture Recognition

It's all about you: Personalized in-Vehicle Gesture Recognition with a Time-of-Flight Camera

Despite significant advances in gesture recognition technology, recognizing gestures in a driving environment remains challenging due to limited and costly data and its dynamic, ever-changing nature. In this work, we propose a model-adaptation approach to personalize the training of a CNNLSTM model and improve recogni…

IUI '211st AuthorContent Moderation & Platform Governance +2

Multi-modal Multi-scale Attention Guidance in Cyber-Physical Environments

This work proposes a new method for guiding a user's attention towards objects of interest in a cyber-physical environment (CPE). CPEs are environments that contain several computing systems that interact with each other and with the physical world. These environments contain several sensors (cameras, eye trackers, et…

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