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» Temporal Factorization vs. Spatial Factorization
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ECCV
2004
Springer
14 years 6 months ago
Temporal Factorization vs. Spatial Factorization
The traditional subspace-based approaches to segmentation (often referred to as multi-body factorization approaches) provide spatial clustering/segmentation by grouping together po...
Lihi Zelnik-Manor, Michal Irani
BMCBI
2010
154views more  BMCBI 2010»
13 years 2 months ago
Knowledge-based matrix factorization temporally resolves the cellular responses to IL-6 stimulation
Background: External stimulations of cells by hormones, cytokines or growth factors activate signal transduction pathways that subsequently induce a re-arrangement of cellular gen...
Andreas Kowarsch, Florian Blöchl, Sebastian B...
IJCV
2006
116views more  IJCV 2006»
13 years 4 months ago
On Single-Sequence and Multi-Sequence Factorizations
Subspace based factorization methods are commonly used for a variety of applications, such as 3D reconstruction, multi-body segmentation and optical flow estimation. These are usu...
Lihi Zelnik-Manor, Michal Irani
CVPR
2003
IEEE
14 years 6 months ago
Degeneracies, Dependencies and their Implications in Multi-body and Multi-Sequence Factorizations
The body of work on multi-body factorization separates between objects whose motions are independent. In this work we show that in many cases objects moving with different 3D moti...
Lihi Zelnik-Manor, Michal Irani
BMCBI
2010
172views more  BMCBI 2010»
12 years 12 months ago
Nonparametric identification of regulatory interactions from spatial and temporal gene expression data
Background: The correlation between the expression levels of transcription factors and their target genes can be used to infer interactions within animal regulatory networks, but ...
Anil Aswani, Soile V. E. Keränen, James Brown...