Seungjin Choi
Seungjin Choi publishes mostly in Signal Processing, Artificial Intelligence and Computer Vision and Pattern Recognition, on topics such as Blind Source Separation Techniques, Neural Networks and Applications and Speech and Audio Processing.
- World rank
- #224,179 of 1,633,909 ranked researchers
- Rank in South Korea
- #1,914 of 38,381
- Works
- 47
- Citations
- 238
- Citations per work
- 5.1
What does Seungjin Choi research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Signal Processing25% of their works
- 2Artificial Intelligence22% of their works
- 3Computer Vision and Pattern Recognition22% of their works
- 4Computational Mechanics5% of their works
- 5Cognitive Neuroscience5% of their works
- 6Information Systems5% of their works
Research topics
Which keywords describe Seungjin Choi's research?
The keywords of their largest research topics: Deep Learning, Sparse Representation, Neural Networks, Blind Separation, Independent Component Analysis, Backpropagation Learning, Local Binary Patterns and Self-Organizing Maps.
- Shape Matching
- Near-Infrared Spectroscopy
- Local Descriptors
- Face Recognition
- Content-Based Image Retrieval
- Speech Enhancement
- Self-Organizing Maps
- Backpropagation Learning
- Blind Separation
- Sparse Representation
- Deep Learning
- Neural Networks
- Independent Component Analysis
- Local Binary Patterns
- Audio-Visual Speech Recognition
- Adaptive Filtering
- Dimensionality Reduction
- Feature Matching
- Multivariate Calibration
- Non-Gaussian Signal Processing
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 Learning133 topics
- Sparse Representation122 topics
- Neural Networks102 topics
- Blind Separation91 topic
- Independent Component Analysis91 topic
- Backpropagation Learning61 topic
- Local Binary Patterns62 topics
- Self-Organizing Maps61 topic
- Audio-Visual Speech Recognition41 topic
- Speech Enhancement41 topic
- Adaptive Filtering31 topic
- Content-Based Image Retrieval31 topic
- Dimensionality Reduction31 topic
- Face Recognition31 topic
- Feature Matching31 topic
- Local Descriptors31 topic
- Multivariate Calibration31 topic
- Near-Infrared Spectroscopy31 topic
- Non-Gaussian Signal Processing31 topic
- Shape Matching31 topic
Where does Seungjin Choi work?
Seungjin Choi's main affiliation in the publication record is Pohang University of Science and Technology, South Korea.
How many publications and citations does Seungjin Choi have?
Science Explorer counts 47 works and 238 citations for Seungjin Choi, ranking #224,179 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.
Other researchers named Seungjin Choi
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