David L. Donoho
David L. Donoho publishes mostly in Computer Vision and Pattern Recognition, Statistics and Probability and Computational Mechanics, on topics such as Image and Signal Denoising Methods, Sparse and Compressive Sensing Techniques and Statistical Methods and Inference.
- World rank
- #1,698 of 1,633,909 ranked researchers
- Rank in United States
- #754 of 358,040
- Works
- 80
- Citations
- 4.7k
- Citations per work
- 58.3
What does David L. Donoho 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 Recognition25% of their works
- 2Statistics and Probability12% of their works
- 3Computational Mechanics10% of their works
- 4Artificial Intelligence5% of their works
- 5Control and Systems Engineering5% of their works
- 6Signal Processing5% of their works
Research topics
Which keywords describe David L. Donoho's research?
The keywords of their largest research topics: Deep Learning, Wavelet Transform, Image Denoising, Sparse Representations, Sparse Representation, Compressed Sensing, Signal Recovery and Machine Learning.
- Wavelets
- Frames
- Fault Detection
- Medical Image Analysis
- Image Segmentation
- Variable Selection
- Machine Learning
- Compressed Sensing
- Sparse Representations
- Wavelet Transform
- Deep Learning
- Image Denoising
- Sparse Representation
- Signal Recovery
- Regularization
- Blind Separation
- Independent Component Analysis
- Empirical Mode Decomposition
- Fault Diagnosis
- Process Monitoring
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 Learning233 topics
- Wavelet Transform192 topics
- Image Denoising161 topic
- Sparse Representations161 topic
- Sparse Representation142 topics
- Compressed Sensing101 topic
- Signal Recovery101 topic
- Machine Learning62 topics
- Regularization61 topic
- Variable Selection61 topic
- Blind Separation41 topic
- Image Segmentation41 topic
- Independent Component Analysis41 topic
- Medical Image Analysis41 topic
- Empirical Mode Decomposition31 topic
- Fault Detection31 topic
- Fault Diagnosis31 topic
- Frames31 topic
- Process Monitoring31 topic
- Wavelets31 topic
Where does David L. Donoho work?
David L. Donoho's main affiliation in the publication record is Stanford University, United States.
How many publications and citations does David L. Donoho have?
Science Explorer counts 80 works and 4,665 citations for David L. Donoho, ranking #1,698 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.