... second-order **stationary** **field** which is a lognormal distribution, with an isotropic exponential correlation ...the **algorithms** to generate **Gaussian** **random** ...the **algorithms** based ...

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... order **stationary** **field** which has a lognormal distribution, with an isotropic exponential covariance ...generate **Gaussian** **random** fields based on the Circulant Embedding method and its ...

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... the **Random** Function in order to obtain an estimated sample covariance or vari- ogram ...natural **field** is unrealistic because there are not multiple parallel physical ...a **Random** Function, obtained as ...

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... and **Gaussian** process modelling have proven efficient in a number of classification and prediction problems, finding a suitable kernel **for** a given application is often judged ...standard **stationary** ...

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... Fig. 3. Defogging results on synthetic images from FRIDA2 database. First line: the image with homogeneous fog and **Gaussian** noise. Second line: the obtained restored images using proposed MRF model. Notice how ...

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... estimate **for** both strong and weak error of ...efficient **for** widely class of spectral density model used in the practice in which the **Gaussian** **random** **field** and its spectral density are ...

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... and **Gaussian** process modelling have proven efficient in a number of classification and prediction problems, finding a suitable kernel **for** a given application is often judged ...standard **stationary** ...

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... Abstract: **Random** distortion testing (RDT) [ 1 ] addresses the problem of testing whether or not a **random** signal, Ξ, deviates by more than a specified tolerance, τ, from a fixed value, ξ 0 ...test **for** ...

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... Empirical **random** covariance matrices, whose probabilistic study may be traced back to Wishart [ 57 ] in the late twenties, play an important role in applied ...fluctuations **for** linear spectral statistics of ...

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... Sampling; **Gaussian** **random** **field**; unconditionnal simulation ...tools **for** the modeller: they allow robustness of model predictions to be checked and help identifying the input factors that ...

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... inequality **for** maxima of **Gaussian** **random** vectors, which is another main result of this paper (see Comment 4 **for** what anti-concentration inequalities here precisely refer to and how they differ ...

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... into **stationary** domains, thereby increasing the required professional time **for** modelling and potentially producing disjointed domains that are globally ...

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... Uniform **random** **generation**, object grammars, ☎ -equations 1 Introduction An object grammar defines classes of objects by means of terminal objects and certain types of operations applied to the ...pictures. ...

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... We attempt to overcome the limitations of previ- ous work on the detection of design defects by defining these defects synthetically and by generating detection **algorithms** automatically. We enhance the specifica- ...

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... To prove this theorem, we are going to apply a concentration-compactness lemma that we state below. The reader may refer to [3] and [4] **for** more details on this kind of approach. The particular shape of the energy ...

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... a **random** number generator which produces sequences from parameters that we cannot ...the **random** number generator of the Netscape browser used **for** the Secure Sockets Layer (SSL) ...of **random** ...

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... a **random** **generation** task similar to that conducted in Experiment ...a **random** se- quence, at each of three production rates (4, 2, and 1 ...correlations **for** five of the six scores were ...

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... suitable **for** predictions if the data is generated by any other ...allowances **for** additive data cannot depict the complexity of some (more general) ...

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... 4 Conclusion Classical and emergent applications (chaotic encryp- tion, global warming, multi-agent competition) re- quire efficient PRNG generating independent and multi-**random** sequences. A new alternate ring- ...

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... these **random** streams produced on GP-GPU? And more importantly: how can we ensure that they are independent? These two main problems led us to think about design guidelines that will hopefully help developers to ...

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