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ICML
2005
IEEE
14 years 11 months ago
Multimodal oriented discriminant analysis
Linear discriminant analysis (LDA) has been an active topic of research during the last century. However, the existing algorithms have several limitations when applied to visual d...
Fernando De la Torre, Takeo Kanade
KDD
2004
ACM
187views Data Mining» more  KDD 2004»
14 years 11 months ago
IMMC: incremental maximum margin criterion
Subspace learning approaches have attracted much attention in academia recently. However, the classical batch algorithms no longer satisfy the applications on streaming data or la...
Jun Yan, Benyu Zhang, Shuicheng Yan, Qiang Yang, H...
CVPR
2010
IEEE
14 years 7 months ago
SPEC Hashing: Similarity Preserving algorithm for Entropy-based Coding
Searching approximate nearest neighbors in large scale high dimensional data set has been a challenging problem. This paper presents a novel and fast algorithm for learning binary...
Ruei-Sung Lin, David Ross, Jay Yagnik
AVSS
2009
IEEE
14 years 5 months ago
Clustered Synopsis of Surveillance Video
—Millions of surveillance cameras record video around the clock, producing huge video archives. Even when a video archive is known to include critical activities, finding them i...
Yael Pritch, Sarit Ratovitch, Avishai Hendel, Shmu...
CVPR
2009
IEEE
14 years 5 months ago
Contextualizing histogram
In this paper, we investigate how to incorporate spatial and/or temporal contextual information into classical histogram features with the aim of boosting visual classification p...
Bingbing Ni, Shuicheng Yan, Ashraf A. Kassim