Gilles Aubert
Gilles Aubert publishes mostly in Computer Vision and Pattern Recognition, Computational Mechanics and Mathematical Physics, on topics such as Medical Image Segmentation Techniques, Advanced Vision and Imaging and Advanced Image Processing Techniques.
- World rank
- #35,808 of 1,633,909 ranked researchers
- Rank in France
- #1,974 of 96,116
- Works
- 51
- Citations
- 352
- Citations per work
- 6.9
What does Gilles Aubert 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 Recognition65% of their works
- 2Computational Mechanics5% of their works
- 3Mathematical Physics5% of their works
- 4Media Technology5% of their works
- 5Computer Graphics and Computer-Aided Design2% of their works
- 6Applied Mathematics2% of their works
Research topics
- Medical Image Segmentation Techniques
- Advanced Vision and Imaging
- Advanced Image Processing Techniques
- Image and Signal Denoising Methods
- Image Retrieval and Classification Techniques
- Advanced Image and Video Retrieval Techniques
- Sparse and Compressive Sensing Techniques
- Numerical methods in inverse problems
Which keywords describe Gilles Aubert's research?
The keywords of their largest research topics: Deep Learning, Convolutional Networks, Image Segmentation, Medical Image Analysis, Sparse Representation, Depth Estimation, Image and Stereo Vision.
- Regularization Methods
- Inverse Problems
- Compressed Sensing
- Shape Matching
- Content-Based Image Retrieval
- Stereo Vision
- Depth Estimation
- Medical Image Analysis
- Convolutional Networks
- Deep Learning
- Image Segmentation
- Sparse Representation
- Image
- Super-Resolution
- Image Denoising
- Sparse Representations
- Feature Matching
- Local Descriptors
- Signal Recovery
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 19 words, with their numbers
- Deep Learning174 topics
- Convolutional Networks102 topics
- Image Segmentation71 topic
- Medical Image Analysis71 topic
- Sparse Representation72 topics
- Depth Estimation51 topic
- Image51 topic
- Stereo Vision51 topic
- Super-Resolution51 topic
- Content-Based Image Retrieval31 topic
- Image Denoising31 topic
- Shape Matching31 topic
- Sparse Representations31 topic
- Compressed Sensing21 topic
- Feature Matching21 topic
- Inverse Problems21 topic
- Local Descriptors21 topic
- Regularization Methods21 topic
- Signal Recovery21 topic
Where does Gilles Aubert work?
Gilles Aubert's main affiliation in the publication record is Laboratoire Jean-Alexandre Dieudonné, France.
How many publications and citations does Gilles Aubert have?
Science Explorer counts 51 works and 352 citations for Gilles Aubert, ranking #35,808 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.
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