Richard G. Baraniuk
Richard G. Baraniuk publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Computational Mechanics, on topics such as Sparse and Compressive Sensing Techniques, Image and Signal Denoising Methods and Blind Source Separation Techniques.
- World rank
- #1,264 of 1,633,909 ranked researchers
- Rank in United States
- #547 of 358,040
- Works
- 213
- Citations
- 4.4k
- Citations per work
- 20.5
What does Richard G. Baraniuk research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence19% of their works
- 2Computer Vision and Pattern Recognition16% of their works
- 3Computational Mechanics12% of their works
- 4Signal Processing6% of their works
- 5Biomedical Engineering5% of their works
- 6Electrical and Electronic Engineering5% of their works
Research topics
Which keywords describe Richard G. Baraniuk's research?
The keywords of their largest research topics: Sparse Representation, Deep Learning, Compressed Sensing, Signal Recovery, Wavelet Transform, Image Denoising, Sparse Representations and Neural Networks.
- Machine Translation
- Fault Diagnosis
- Educational Data Mining
- Backpropagation Learning
- Breast Cancer Detection
- Independent Component Analysis
- Neural Networks
- Image Denoising
- Signal Recovery
- Deep Learning
- Sparse Representation
- Compressed Sensing
- Wavelet Transform
- Sparse Representations
- Blind Separation
- Machine Learning
- Microwave Imaging
- Self-Organizing Maps
- Empirical Mode Decomposition
- Learning Analytics
- Word Representation
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 21 words, with their numbers
- Sparse Representation452 topics
- Deep Learning353 topics
- Compressed Sensing321 topic
- Signal Recovery321 topic
- Wavelet Transform272 topics
- Image Denoising211 topic
- Sparse Representations211 topic
- Neural Networks203 topics
- Blind Separation131 topic
- Independent Component Analysis131 topic
- Machine Learning122 topics
- Breast Cancer Detection101 topic
- Microwave Imaging101 topic
- Backpropagation Learning81 topic
- Self-Organizing Maps81 topic
- Educational Data Mining61 topic
- Empirical Mode Decomposition61 topic
- Fault Diagnosis61 topic
- Learning Analytics61 topic
- Machine Translation61 topic
- Word Representation61 topic
Where does Richard G. Baraniuk work?
Richard G. Baraniuk's main affiliation in the publication record is Rice University, United States.
How many publications and citations does Richard G. Baraniuk have?
Science Explorer counts 213 works and 4,356 citations for Richard G. Baraniuk, ranking #1,264 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.