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» Sparse Subspace Clustering
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79
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FPGA
2001
ACM
128views FPGA» more  FPGA 2001»
15 years 6 months ago
Using sparse crossbars within LUT
In FPGAs, the internal connections in a cluster of lookup tables (LUTs) are often fully-connected like a full crossbar. Such a high degree of connectivity makes routing easier, bu...
Guy G. Lemieux, David M. Lewis
118
Voted
SDM
2009
SIAM
205views Data Mining» more  SDM 2009»
15 years 11 months ago
Identifying Information-Rich Subspace Trends in High-Dimensional Data.
Identifying information-rich subsets in high-dimensional spaces and representing them as order revealing patterns (or trends) is an important and challenging research problem in m...
Chandan K. Reddy, Snehal Pokharkar
122
Voted
FGR
2000
IEEE
181views Biometrics» more  FGR 2000»
15 years 6 months ago
Face Detection Using Mixtures of Linear Subspaces
We present two methods using mixtures of linear subspaces for face detection in gray level images. One method uses a mixture of factor analyzers to concurrently perform clustering...
Ming-Hsuan Yang, Narendra Ahuja, David J. Kriegman
148
Voted
CVPR
2006
IEEE
15 years 3 months ago
Locally Linear Models on Face Appearance Manifolds with Application to Dual-Subspace Based Classification
Recently, there has been a flurry of research on face recognition based on multiple images or shots from either a video sequence or an image set. This paper is also such an attemp...
Wei Fan, Dit-Yan Yeung
136
Voted
ICIAR
2010
Springer
15 years 12 days ago
Face Recognition from Color Images Using Sparse Projection Analysis
The paper presents a novel feature extraction technique for face recognition which uses sparse projection axes to compute a lowdimensional representation of face images. The propos...
Vitomir Struc, Nikola Pavesic