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» Situation Recognition: Representation and Algorithms
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ICASSP
2011
IEEE
13 years 14 days ago
Learning and inference algorithms for partially observed structured switching vector autoregressive models
We present learning and inference algorithms for a versatile class of partially observed vector autoregressive (VAR) models for multivariate time-series data. VAR models can captu...
Balakrishnan Varadarajan, Sanjeev Khudanpur
CVPR
2010
IEEE
14 years 4 months ago
Detecting and Sketching the Common
Given very few images containing a common object of interest under severe variations in appearance, we detect the common object and provide a compact visual representation of that...
Shai Bagon, Or Brostovski, Meirav Galun, Michal Ir...
COLING
1999
13 years 8 months ago
Semiring Parsing
languages into a general system for describing parsers. Eachparser performs abstract computations using theoperations ofasemiring. Thesystem allows asingle, simple representation t...
Joshua Goodman
ICBA
2004
Springer
121views Biometrics» more  ICBA 2004»
14 years 2 months ago
Watch List Face Surveillance Using Transductive Inference
The open set recognition task, most challenging among the biometric tasks, operates under the assumption that not all the probes have mates in the gallery. It requires the availabi...
Fayin Li, Harry Wechsler
IJCNN
2007
IEEE
14 years 3 months ago
Multi-Stage Optimal Component Analysis
— Optimal component analysis (OCA) uses a stochastic gradient optimization process to find optimal representations for general criteria and shows good performance in object reco...
Yiming Wu, Xiuwen Liu, Washington Mio