Thomas Brox

University of Freiburg

Papers

18

Total Citations

803

H-Index

12

About

No biography available yet.

Research Focus

Computer science18 · 803 citations
Artificial intelligence17 · 791 citations
Computer vision15 · 769 citations
Convolutional neural network7 · 682 citations
Deep learning5 · 657 citations
Pattern recognition (psychology)6 · 651 citations
Segmentation4 · 526 citations
RGB color model5 · 519 citations
Engineering6 · 453 citations
Task (project management)4 · 427 citations
Image segmentation3 · 326 citations
Robot11 · 240 citations

Key Achievements

12
H-Index
18
Papers
803
Total Citations
45
Avg Citations/Paper
🏆 Most Cited Paper
Efficient deep models for monocular road segmentation
202 citations · 2016
📈 Most Prolific Year: 2019 (4 Papers)
🤝 Key Collaborators: 37
🏛 Institutions: University of Freiburg

Top Papers

  1. 1
    Efficient deep models for monocular road segmentation
    202 citations · 2016
  2. 2
    Deep Multispectral Semantic Scene Understanding of Forested Environments Using Multimodal Fusion
    200 citations · 2017
  3. 3
    Semantics-aware visual localization under challenging perceptual conditions
    131 citations · 2017
  4. 4
    Deep learning for human part discovery in images
    93 citations · 2016
  5. 5
    Efficient and robust deep networks for semantic segmentation
    31 citations · 2017
  6. 6
    Self-supervised 3D Shape and Viewpoint Estimation from Single Images for Robotics
    23 citations · 2019
  7. 7
    Improving Unimodal Object Recognition with Multimodal Contrastive Learning
    21 citations · 2020
  8. 8
    TrimBot2020: an outdoor robot for automatic gardening
    20 citations · 2018
  9. 9
    3D Human Pose Estimation in RGBD Images for Robotic Task Learning
    13 citations · 2018
  10. 10
    DITTO: Demonstration Imitation by Trajectory Transformation
    12 citations · 2024

Key Collaborators

WBWolfram Burgard11 shared papersGLGabriel L. Oliveira5 shared papersMAMax Argus4 shared papersAVAbhinav Valada4 shared papersLHLukás Hermann3 shared papersAAArtemij Amiranashvili3 shared papersCBClaas Bollen2 shared papersADAlexey Dosovitskiy2 shared papersEVE.J. van Henten2 shared papersMTMaxim Tatarchenko2 shared papersTWTim Welschehold2 shared papersVKVladlen Koltun2 shared papersOMOier Mees2 shared papersDKDejan Kaljaca1 shared papersRBRobert B. Fisher1 shared papersAMAngelo Mencarelli1 shared papersNMN. Michael Mayer1 shared papersCDChristian Dornhege1 shared papersCZChristian Zimmermann1 shared papersAEAndreas Eitel1 shared papers
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