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102
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IJON
2007
15 years 29 days ago
2007
This perspective paper explores principles of unsupervised learning and how they relate to face recognition. Dependency coding and information maximization appear to be central pr...
100
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TIP
1998
15 years 21 days ago
1998
This paper examines the relationship between wavelet-based image processing algorithms and variational problems. Algorithms are derived as exact or approximate minimizers of varia...
128
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TSP
2011
14 years 8 months ago
2011
Abstract—We introduce an extended family of continuous-domain stochastic models for sparse, piecewise-smooth signals. These are specified as solutions of stochastic differential...
74
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ICIP
2003
IEEE
16 years 2 months ago
2003
IEEE
Due to its static nature, the inference capability of Bayesian Networks (BNs) often deteriorates when the basis of input data varies, especially in video processing applications w...
98
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SIGCOMM
2009
ACM
15 years 7 months ago
2009
ACM
Custom packet processing functionality in routers is one of the key characteristics of next-generation Internet architectures. Network services have been proposed as an abstractio...