emilio maggio phd thesis

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Emilio maggio phd thesis

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This process is experimental and the keywords may be updated as the learning algorithm improves. This is a preview of subscription content, log in to check access. Stauffer, C. IEEE Trans. Pattern Anal. Machine Intell.

Taj, M. In: Stiefelhagen, R. CLEAR LNCS, vol. Cavallaro, A. Wu, B. Springer, Heidelberg Google Scholar. Pnevmatikakis, A. Zhai, Y. Abd-Almageed, W. Song, X. Viola, P. In: Proc. Friedman, J. Munder, S. Maggio, A. Maggio, M. Taj and A. Maggio, F. Smeraldi and A. Granai , E. Maggio, L. Peotta and P. Eurasip Journal on Applied Signal Processing, vol.

Conference Papers. Taj , E. Maggio and A. Maggio, E. Piccardo , C. Regazzoni and A. Monaci, P. Vandergheynst, E. Cavallaro, "Tracking atoms with particles for audio-visual source localization", in Proc.

Video object detection and tracking in surveillance scenarios is a difficult task due to several challenges caused by environmental variations, scene dynamics and noise introduced by the CCTV camera itself.

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Emilio maggio phd thesis This solution is possible only because the atoms we are using have a limited spacial support, as already observed in Section 3. In this work, we aim at exploiting the advantages of coding the displaced frame difference DFDoutput of the motion compensation MC algorithm, using a redundant dictionary. In fact, we did not disable all the features missing in our MC algorithm and this results in a not completely fair comparison between the two approaches. The prediction error is so coded using the matching pursuit algorithm which decomposes the signal over an appositely designed bidimensional, anisotropic, redundant dictionary. Atoms are generated varying the parameters b, 9, a of the three previous transforms in the following order:. The main points of our work are a the design of a redundant dictionary suitable for coding DFD, b the use of fast techniques for atom selection, which work in the Fourier domain and emilio maggio phd thesis the spatial localization of the atoms, c the adaptive coding scheme aimed at optimizing the resource allocation for transmitting emilio maggio phd thesis atom parameters, d the rate-distortion RD study for the Journeyman electrician resume template algorithm which allows an optimal selection of the number of atoms to be placed in every frame. GranaiE.
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Emilio maggio phd thesis Gribonval and P. We also have to consider that, even with some to write a biblipgraphy option, the motion estimation of H. Equation 3 expresses the energy conservation of MP. This process is experimental and the keywords may be updated as the learning algorithm improves. In practice, after the position coding has been selected for few consecutive iterations, we can stop checking and start to use this method only. Gribonval and M.
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