• Publications
  • Influence
Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection
TLDR
We develop a face recognition algorithm which is insensitive to large variation in lighting direction and facial expression and produces well separated classes in a low-dimensional subspace. Expand
From Few to Many: Illumination Cone Models for Face Recognition under Variable Lighting and Pose
TLDR
We present a generative appearance-based method for recognizing human faces under variation in lighting and viewpoint. Expand
Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection
TLDR
We develop a face recognition algorithm which is insensitive to gross variation in lighting direction and facial expression. Expand
Attribute and simile classifiers for face verification
We present two novel methods for face verification. Our first method - “attribute” classifiers - uses binary classifiers trained to recognize the presence or absence of describable aspects of visualExpand
Localizing parts of faces using a consensus of exemplars
TLDR
We present a novel approach to localizing parts in images of human faces that combines the output of local detectors with a non-parametric set of global models for the part locations based on over one thousand hand-labeled exemplar images. Expand
Efficient Region Tracking With Parametric Models of Geometry and Illumination
TLDR
We develop a general framework for modeling image variability due to motion and illumination, which addresses each of these complications. Expand
Localizing Parts of Faces Using a Consensus of Exemplars
TLDR
We present a novel approach to localizing parts in images of human faces. Expand
Leafsnap: A Computer Vision System for Automatic Plant Species Identification
TLDR
We describe the first mobile app for identifying plant species from photographs of their leaves using automatic visual recognition. Expand
FaceTracer: A Search Engine for Large Collections of Images with Faces
TLDR
We have created the first image search engine based entirely on faces. Expand
Describable Visual Attributes for Face Verification and Image Search
TLDR
We introduce the use of describable visual attributes for face verification and image search. Expand
...
1
2
3
4
5
...