Hermann Baumgartl

Hochschule Aalen

Papers

4

Total Citations

84

H-Index

3

About

No biography available yet.

Research Focus

Computer science4 · 84 citations
Robot4 · 84 citations
Convolutional neural network4 · 84 citations
Artificial intelligence4 · 84 citations
Machine learning3 · 71 citations
Deep learning3 · 71 citations
Embedding2 · 69 citations
Benchmark (surveying)2 · 69 citations
Computer vision2 · 45 citations
Layer (electronics)1 · 37 citations
Normalization (sociology)1 · 37 citations
Dropout (neural networks)1 · 37 citations

Key Achievements

3
H-Index
4
Papers
84
Total Citations
21
Avg Citations/Paper
🏆 Most Cited Paper
A Highly Effective Deep Learning Based Escape Route Recognition Module for Autonomous Robots in Crisis and Emergency Situations
37 citations · 2019
📈 Most Prolific Year: 2021 (2 Papers)
🤝 Key Collaborators: 4
🏛 Institutions: Hochschule Aalen

Top Papers

  1. 1
    A Highly Effective Deep Learning Based Escape Route Recognition Module for Autonomous Robots in Crisis and Emergency Situations
    37 citations · 2019
  2. 2
    Development of a Highly Precise Place Recognition Module for Effective Human-robot Interactions in Changing Lighting and Viewpoint Conditions
    32 citations · 2020
  3. 3
    Vision-based Hand Gesture Recognition for Human-Computer Interaction using MobileNetV2
    13 citations · 2021
  4. 4
    Developing efficient transfer learning strategies for robust scene recognition in mobile robotics using pre-trained convolutional neural networks
    2 citations · 2021

Key Collaborators

RBRicardo Buettner4 shared papersDSDaniel Sauter1 shared papersCSChristian Schenk1 shared papersCACem Atik1 shared papers
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