Sebastian Houben
Sebastian Houben publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Automotive Engineering, on topics such as Adversarial Robustness in Machine Learning, Advanced Vision and Imaging and Image and Object Detection Techniques.
- World rank
- #1,596,549 of 1,633,909 ranked researchers
- Rank in Germany
- #84,961 of 86,443
- Works
- 15
- Citations
- 14
- Citations per work
- 0.9
What does Sebastian Houben research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computer Vision and Pattern Recognition55% of their works
- 2Artificial Intelligence25% of their works
- 3Automotive Engineering10% of their works
- 4Aerospace Engineering5% of their works
- 5Information Systems5% of their works
Research topics
Which keywords describe Sebastian Houben's research?
The keywords of their largest research topics: Deep Learning, Computer Vision, Neural Networks, Adversarial Examples, Deep Neural Networks, Depth Estimation, Hough Transform and Line Detection.
- Visual Question Answering
- Noisy Labels
- Machine Learning Interpretability
- Image Recognition
- Hyperparameter Optimization
- Stereo Vision
- Line Detection
- Depth Estimation
- Adversarial Examples
- Computer Vision
- Deep Learning
- Neural Networks
- Deep Neural Networks
- Hough Transform
- Robustness
- Convolutional Neural Networks
- Image Captioning
- Interpretable Models
- Markov Decision Processes
- Spoken Dialogue Systems
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 20 words, with their numbers
- Deep Learning43 topics
- Computer Vision32 topics
- Neural Networks32 topics
- Adversarial Examples21 topic
- Deep Neural Networks22 topics
- Depth Estimation21 topic
- Hough Transform21 topic
- Line Detection21 topic
- Robustness21 topic
- Stereo Vision21 topic
- Convolutional Neural Networks11 topic
- Hyperparameter Optimization11 topic
- Image Captioning11 topic
- Image Recognition11 topic
- Interpretable Models11 topic
- Machine Learning Interpretability11 topic
- Markov Decision Processes11 topic
- Noisy Labels11 topic
- Spoken Dialogue Systems11 topic
- Visual Question Answering11 topic
Where does Sebastian Houben work?
Sebastian Houben's main affiliation in the publication record is Hochschule Bonn-Rhein-Sieg, Germany.
How many publications and citations does Sebastian Houben have?
Science Explorer counts 15 works and 14 citations for Sebastian Houben, ranking #1,596,549 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.