Sheng Guo
Sheng Guo publishes mostly in Computer Vision and Pattern Recognition, Media Technology and Control and Systems Engineering, on topics such as Spectroscopy and Chemometric Analyses, Domain Adaptation and Few-Shot Learning and Machine Learning and Data Classification.
- World rank
- #1,388,125 of 1,633,909 ranked researchers
- Rank in China
- #145,887 of 187,979
- Works
- 18
- Citations
- 20
- Citations per work
- 1.1
What does Sheng Guo 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 Recognition38% of their works
- 2Media Technology14% of their works
- 3Control and Systems Engineering10% of their works
- 4Pulmonary and Respiratory Medicine10% of their works
- 5Artificial Intelligence10% of their works
- 6Analytical Chemistry5% of their works
Research topics
- Spectroscopy and Chemometric Analyses
- Domain Adaptation and Few-Shot Learning
- Machine Learning and Data Classification
- Advanced Image and Video Retrieval Techniques
- Advanced Vision and Imaging
- Image and Signal Denoising Methods
- Image Retrieval and Classification Techniques
- Human Pose and Action Recognition
Which keywords describe Sheng Guo's research?
The keywords of their largest research topics: Deep Learning, Convolutional Networks, Hyperspectral Imaging, Meta-Learning, Unsupervised Learning, Action Recognition, Content-Based Image Retrieval and Depth Estimation.
- Stereo Vision
- Shape Matching
- Noisy Labels
- Multivariate Calibration
- Image Denoising
- Feature Matching
- Depth Estimation
- Action Recognition
- Meta-Learning
- Convolutional Networks
- Deep Learning
- Hyperspectral Imaging
- Unsupervised Learning
- Content-Based Image Retrieval
- Domain Adaptation
- Hyperparameter Optimization
- Local Descriptors
- Near-Infrared Spectroscopy
- Pose Estimation
- Sparse Representations
- Transfer Learning
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
- Deep Learning33 topics
- Convolutional Networks22 topics
- Hyperspectral Imaging22 topics
- Meta-Learning22 topics
- Unsupervised Learning22 topics
- Action Recognition11 topic
- Content-Based Image Retrieval11 topic
- Depth Estimation11 topic
- Domain Adaptation11 topic
- Feature Matching11 topic
- Hyperparameter Optimization11 topic
- Image Denoising11 topic
- Local Descriptors11 topic
- Multivariate Calibration11 topic
- Near-Infrared Spectroscopy11 topic
- Noisy Labels11 topic
- Pose Estimation11 topic
- Shape Matching11 topic
- Sparse Representations11 topic
- Stereo Vision11 topic
- Transfer Learning11 topic
Where does Sheng Guo work?
Sheng Guo's main affiliation in the publication record is Nanjing University, China.
How many publications and citations does Sheng Guo have?
Science Explorer counts 18 works and 20 citations for Sheng Guo, ranking #1,388,125 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 Sheng Guo
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