Concepedia
Statistics
Publications
29
Citations
1.1K
H-Index
19
Active since
2014
Affiliations
Karlsruhe Institute of Technology(Current)
Hunan University
University of Stuttgart
Fortiss
Technical University of Munich
Alina Roitberg is an author at Karlsruhe Institute of Technology specializing in engineering, machine vision, and computer vision.
Top concepts
EngineeringMachine VisionComputer VisionComputer ScienceData ScienceMachine LearningDeep LearningImage AnalysisPattern RecognitionRobot Learning
Publications per year
2014–2024
Drive&Act: A Multi-Modal Dataset for Fine-Grained Driver Behavior Recognition in Autonomous Vehicles
Manuel Martín, Alina Roitberg, Monica Haurilet et al. · 2019 · 177 citations
Engineering, Machine Learning, Human Pose Estimation +21
Connecting Artificial Brains to Robots in a Comprehensive Simulation Framework: The Neurorobotics Platform
Egidio Falotico, Lorenzo Vannucci, Alessandro Ambrosano et al. · Frontiers in Neurorobotics · 2017 · 117 citations · Full text
Human activity recognition in the context of industrial human-robot interaction
Alina Roitberg, Alexander Perzylo, Nikhil Somani et al. · 2014 · 81 citations
Human-robot Collaborative Assembly, Engineering, Machine Learning +23
Multimodal Human Activity Recognition for Industrial Manufacturing Processes in Robotic Workcells
Alina Roitberg, Nikhil Somani, Alexander Perzylo et al. · 2015 · 72 citations
Human-robot Collaborative Assembly, Engineering, Human Pose Estimation +22
End-to-end Prediction of Driver Intention using 3D Convolutional Neural Networks
Patrick Gebert, Alina Roitberg, Monica Haurilet et al. · 2019 · 69 citations
Convolutional Neural Network, Engineering, Machine Learning +20
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