Andreas Eitel

University of Freiburg, Intelligent Systems Research (United States)

Papers

10

Total Citations

298

H-Index

8

About

No biography available yet.

Research Focus

Artificial intelligence10 · 298 citations
Computer science10 · 298 citations
Robot9 · 286 citations
Computer vision6 · 224 citations
Machine learning4 · 219 citations
RGB color model5 · 200 citations
Robotics2 · 183 citations
Object (grammar)4 · 169 citations
Convolutional neural network3 · 169 citations
Pattern recognition (psychology)2 · 157 citations
Deep learning2 · 143 citations
Object detection2 · 136 citations

Key Achievements

8
H-Index
10
Papers
298
Total Citations
30
Avg Citations/Paper
🏆 Most Cited Paper
Multimodal deep learning for robust RGB-D object recognition
133 citations · 2015
📈 Most Prolific Year: 2019 (4 Papers)
🤝 Key Collaborators: 20
🏛 Institutions: University of Freiburg, Intelligent Systems Research (United States)

Top Papers

  1. 1
    Multimodal deep learning for robust RGB-D object recognition
    133 citations · 2015
  2. 2
    The Freiburg Groceries Dataset
    50 citations · 2016
  3. 3
    Deep 3D perception of people and their mobility aids
    33 citations · 2019
  4. 4
    Self-supervised Transfer Learning for Instance Segmentation through Physical Interaction
    24 citations · 2019
  5. 5
    Improving Unimodal Object Recognition with Multimodal Contrastive Learning
    21 citations · 2020
  6. 6
    From Plants to Landmarks: Time-invariant Plant Localization that uses Deep Pose Regression in Agricultural Fields
    12 citations · 2017
  7. 7
    Learning to Singulate Objects Using a Push Proposal Network
    10 citations · 2019
  8. 8
    Perspectives on Deep Multimodel Robot Learning
    10 citations · 2019
  9. 9
    Deep Detection of People and their Mobility Aids for a Hospital Robot
    3 citations · 2017
  10. 10
    Optimization Beyond the Convolution: Generalizing Spatial Relations with End-to-End Metric Learning
    2 citations · 2018

Key Collaborators

WBWolfram Burgard10 shared papersNANichola Abdo2 shared papersMKMarina Kollmitz2 shared papersPJPhilipp Jund2 shared papersAVAndres Vasquez2 shared papersNHNico Hauff2 shared papersJVJohan Vertens2 shared papersTBThomas Brox1 shared papersAVAbhinav Valada1 shared papersMRMartin Riedmiller1 shared papersJZJingwei Zhang1 shared papersASAlexander Schaefer1 shared papersJTJost Tobias Springenberg1 shared papersFKFlorian Kraemer1 shared papersLSLuciano Spinello1 shared papersTNTayyab Naseer1 shared papersOMOier Mees1 shared papersGLGabriel L. Oliveira1 shared papersJMJohannes Meyer1 shared papersNRNoha Radwan1 shared papers
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