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ACCV
2006
Springer
15 years 1 months ago
Double Regularized Bayesian Estimation for Blur Identification in Video Sequences
Blind blur identification in video sequences becomes more important. This paper presents a new method for identifying parameters of different blur kernels and image restoration in ...
Hongwei Zheng, Olaf Hellwich
NIPS
2004
14 years 11 months ago
Parallel Support Vector Machines: The Cascade SVM
We describe an algorithm for support vector machines (SVM) that can be parallelized efficiently and scales to very large problems with hundreds of thousands of training vectors. I...
Hans Peter Graf, Eric Cosatto, Léon Bottou,...
CSSC
2008
84views more  CSSC 2008»
14 years 10 months ago
Nonparametric Regression as an Example of Model Choice
Nonparametric regression can be considered as a problem of model choice. In this paper we present the results of a simulation study in which several nonparametric regression techn...
Laurie Davies, Ursula Gather, Henrike Weinert
ICIP
2010
IEEE
14 years 7 months ago
Tensor-based image diffusions derived from generalizations of the Total Variation and Beltrami Functionals
We introduce a novel functional for vector-valued images that generalizes several variational methods, such as the Total Variation and Beltrami Functionals. This functional is bas...
Anastasios Roussos, Petros Maragos
MEMOCODE
2010
IEEE
14 years 7 months ago
Monitoring temporal SystemC properties
Monitoring temporal SystemC properties is crucial for the validation of functional and transaction-level models, yet the current SystemC standard provides no support for temporal s...
Deian Tabakov, Moshe Y. Vardi