Richard G. Baraniuk
Richard G. Baraniuk publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Computational Mechanics, on topics such as Sparse and Compressive Sensing Techniques, Image and Signal Denoising Methods and Blind Source Separation Techniques.
- World rank
- #42,397 of 7,710,434 ranked researchers
- Rank in United States
- #16,311 of 1,627,098
- Works
- 855
- Citations
- 53k
- Citations per work
- 62.5
What does Richard G. Baraniuk research?
Richard G. Baraniuk's work is mostly in Computer Science (42%), Engineering (20%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences53462.5%
- Computer Science36142.2%
- Engineering17420.3%
- Everything else32137.5%
- 1Computer Vision and Pattern Recognition18% of their works
- 2Artificial Intelligence18% of their works
- 3Computational Mechanics10% of their works
- 4Biomedical Engineering6% of their works
- 5Signal Processing6% 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, Wavelet Transform, Compressed Sensing, Signal Recovery, Image Denoising, Sparse Representations and Neural Networks.
- Fault Diagnosis
- Intelligent Tutoring Systems
- Word Representation
- Machine Translation
- Microwave Imaging
- Independent Component Analysis
- Neural Networks
- Image Denoising
- Compressed Sensing
- Deep Learning
- Sparse Representation
- Wavelet Transform
- Signal Recovery
- Sparse Representations
- Blind Separation
- Breast Cancer Detection
- Backpropagation Learning
- Self-Organizing Maps
- Affective States
- Empirical Mode Decomposition
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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 20 words, with their numbers
- Sparse Representation3212 topics
- Deep Learning2803 topics
- Wavelet Transform2322 topics
- Compressed Sensing2241 topic
- Signal Recovery2241 topic
- Image Denoising1901 topic
- Sparse Representations1901 topic
- Neural Networks1383 topics
- Blind Separation971 topic
- Independent Component Analysis971 topic
- Breast Cancer Detection691 topic
- Microwave Imaging691 topic
- Backpropagation Learning481 topic
- Machine Translation481 topic
- Self-Organizing Maps481 topic
- Word Representation481 topic
- Affective States451 topic
- Intelligent Tutoring Systems451 topic
- Empirical Mode Decomposition421 topic
- Fault Diagnosis421 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?
OpenAlex counts 855 works and 53,399 citations for Richard G. Baraniuk, an h-index of 100, ranking #42,397 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
Discussion
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