Search

Your search keyword '"Xiong, Pengfei"' showing total 62 results
Start Over Author "Xiong, Pengfei"
62 results on '"Xiong, Pengfei"'

61. A method for heterogeneous face image synthesis

Author

Changping Liu, Xiong Pengfei, and Lei Huang

Subjects
Difference of Gaussians, Spectral power distribution, business.industry, Computer science, ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION, Pattern recognition, Solid modeling, Filter (signal processing), Iterative reconstruction, Facial recognition system, Image (mathematics), Face (geometry), Computer vision, Artificial intelligence, business
Abstract

A novel learning based framework for efficient heterogeneous faces synthesis is proposed. Based on the same spectral distribution of each modality, a statistical probability model is developed for the mapping learning problem between two groups of facial appearances, instead of the traditional linear regression model. Furthermore, in order to eliminate the influences of facial structure and spectrum on the training model, a 3D model is applied for facial pose rectification and pixel-level alignment, and Difference of Gaussian(DOG) filter is adopted to normalize the image intensities. Experiments on HFB database demonstrate that this scheme provides promising results both in image representation and in face recognition.

Published
2012
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results