Face correction and recognition of multi-pose based on Gaussian process regression
| Autor: | Panzhenzhuan Wang, Gewei Yang, Anli Yang, Qinyu Zhang |
|---|---|
| Rok vydání: | 2016 |
| Předmět: |
FERET database
Face hallucination business.industry Computer science ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION Process (computing) 020207 software engineering Pattern recognition 02 engineering and technology Facial recognition system Kriging Face (geometry) 0202 electrical engineering electronic engineering information engineering Three-dimensional face recognition 020201 artificial intelligence & image processing Computer vision Artificial intelligence business Face detection |
| Zdroj: | 2016 IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC). |
| DOI: | 10.1109/imcec.2016.7867502 |
| Popis: | To solve the problem of the decline in success rate of face recognition with the change of facial attitude, We analyze the relationship of contour between frontal face and side face based on Gaussian process regression and propose a method to process side face with horizontal angle from −45° to +45°. We experiment in Multi-Pie and FERET database and the result shows the method in this paper significantly improves the success rate of side face recognition. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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