Fast High Dimensional Vector Multiplication Face Recognition

• Published in: 2013 IEEE International Conference on Computer Vision pp. 1960 - 1967
• Main Authors: Barkan, Oren, Weill, Jonathan, Wolf, Lior, Aronowitz, Hagai
• Format: Conference Proceeding Journal Article
• Language: English
• Published: IEEE 01.12.2013
• Subjects: Accuracy; Classification algorithms; Computer vision; Diffusion; diffusion maps; dimensionality reduction; Discriminant analysis; Face; Face recognition; high dimensional representation; Nonlinearity; overcomplete representation; pattern recognition; Principal component analysis; Recognition; Reduction; Representations; Scattering; Training; unsupervised labeling; Vectors

This paper advances descriptor-based face recognition by suggesting a novel usage of descriptors to form an over-complete representation, and by proposing a new metric learning pipeline within the same/not-same framework. First, the Over-Complete Local Binary Patterns (OCLBP) face representation sch...