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127
Voted
CVPR
2008
IEEE
16 years 5 months ago
Clustering and dimensionality reduction on Riemannian manifolds
We propose a novel algorithm for clustering data sampled from multiple submanifolds of a Riemannian manifold. First, we learn a representation of the data using generalizations of...
Alvina Goh, René Vidal
141
Voted
CVPR
2008
IEEE
16 years 5 months ago
Similarity-based cross-layered hierarchical representation for object categorization
This paper proposes a new concept in hierarchical representations that exploits features of different granularity and specificity coming from all layers of the hierarchy. The conc...
Sanja Fidler, Marko Boben, Ales Leonardis
84
Voted
CVPR
2008
IEEE
16 years 5 months ago
Face illumination normalization on large and small scale features
Xiaohua Xie, Weishi Zheng, Jian-Huang Lai, Pong Ch...
151
Voted
CVPR
2008
IEEE
16 years 5 months ago
Clothing cosegmentation for recognizing people
Reseachers have verified that clothing provides information about the identity of the individual. To extract features from the clothing, the clothing region first must be localize...
Andrew C. Gallagher, Tsuhan Chen
120
Voted
CVPR
2008
IEEE
16 years 5 months ago
Semi-supervised distance metric learning for Collaborative Image Retrieval
Typical content-based image retrieval (CBIR) solutions with regular Euclidean metric usually cannot achieve satisfactory performance due to the semantic gap challenge. Hence, rele...
Steven C. H. Hoi, Wei Liu, Shih-Fu Chang