Object detection and recognition using structured dimensionality reduction.

Ran Sharon Joseph M. Francos Rami R. Hagege

Published in: GlobalSIP (2013)

Keyphrases

dimensionality reduction
object detection
principal component analysis
low dimensional
feature space
face detection
high dimensional
computer vision
high dimensional data

pattern recognition and machine learning
object class
scene understanding
feature extraction
data points
high dimensionality
multi class
pattern recognition
object segmentation

scene recognition
dimensionality reduction methods
linear discriminant analysis
structured data
object categories
data representation
discriminant analysis
random projections

kernel learning
object recognition
locally linear embedding
manifold learning
principal components
data sets
structure preserving
machine learning