Category Archives: Projets2015
Densification de cartes de disparité
La méthode de calcul de cartes de disparité incomplètes présenté en cours [1] a l’avantage de fournir un certain nombre de correspondances sures (avec un faible nombre de fausses correspondances), et ceci sans paramètre de régularisation à régler. Néanmoins il … Continue reading
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Temporal modeling of SAR images
Nowadays long multi-temporal series of SAR images taken under similar conditions are available. When no change has occured between the different acquisitions, the temporal distribution of a pixel provides useful information on the statistical models that can be used for … Continue reading
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The noise clinic for SAR images
In a recent work [1] Lebrun et al. proposed an algorithm able to adapt itself to the noise characteristics by learning them locally. The main objective of this project is to study the proposed approach and adapt it to the … Continue reading
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Gaussian model based classification of SAR images
The objective of this project is to develop a new classification approach for SAR images, relying on a local Gaussian model. In a recent work on SAR image denoising [2], we studied the use of Gaussian model (as proposed in … Continue reading
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NL-Bayes for SAR images
SAR images are strongly disturbed by multiplicative noise. Recent progress in image denoising could be exploited to improve state of the art SAR image denoising methods. The aim of this project is to study NL-Bayes [1] and to adapt it … Continue reading
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