DEMOS
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Fusion of color-based multi-dimensional scaling maps for saliency estimation (2024)
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Saliency map estimation using a pixel-pairwise-based unsupervised Markov Random Field model (2023)
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MRF models based on a neighborhood adaptive class conditional likelihood for multimodal change detection (2022)
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Environmental sound classification using local binary pattern and audio features collaboration (2020)
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Multimodal change detection using a circular invariant convolution model-based mapping (2020)
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A hierarchical visual feature-based approach for image sonification (2020)
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A fractal projection and Markovian segmentation-based approach for multimodal change detection (2020)
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Multimodal change detection in remote sensing images using an unsupervised pixel pairwise based Markov Random Field model (2020)
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A novel fusion approach based on the global consistency criterion to fusing multiple segmentations (2017)
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A biologically inspired framework for contour detection (2017)
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Segmentation data visualizing and clustering (2017)
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Symmetry detection based on multiscale pairwise texture boundary segment interactions (2016)
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A perceptual map for gait symmetry quantification and pathology detection (2015)
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Local symmetry detection in natural images using a particle filtering approach (2014)
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A precision-recall criterion based consensus model for fusing multiple segmentations (2014)
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A multiscale particle filter framework for contour detection (2014)
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A label field fusion model with a variation of information estimator for image segmentation (2014)
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A non-stationary MRF model for image segmentation from a soft boundary map (2014)
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MDS-based segmentation model for the fusion of contour and texture cues in natural images (2012)
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Non-local pairwise energy based model for the HDR image compression problem (2012)
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A bi-criteria optimization approach based dimensionality reduction model for the color display of hyperspectral images (2012)
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An energy based model for the image edge histogram specification problem (2012)
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MDS-based multiresolution non-linear dimensionality reduction model for color image segmentation (2012)
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A de-texturing and spatially-constrained K-means approach for image segmentation (2011)
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A multiresolution Markovian fusion model for the color visualization of hyperspectral images (2010)
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Fusion of regularization terms for image restoration (2010)
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A label field fusion Bayesian model and its penalized maximum Rand estimator for image segmentation (2010)
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A non-local regularization strategy for image deconvolution (2008)
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Segmentation by fusion of histogram-based K-means clusters in different color spaces (2008)
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DCT-based complexity regularization for EM tomographic reconstruction (2008)
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A post-processing deconvolution step for wavelet-based image denoising methods (2007)
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Image denoising by averaging of piecewise constant simulations of image partitions (2007)
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Unsupervised statistical sketching for Non Photorealistic Rendering models (2003)
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PostDoc
Tracking of anatomical structures using deformable templates in an echographic sequence (2001)
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PostDoc
A multiscale optimization approach for the dynamic contour-based boundary detection issue (2001)
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PostDoc
Three-Dimensional blind deconvolution of SPECT images (2000)
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Ph.D.
Hierarchical Markovian segmentation of sonar images & classification of shadow shapes (2000)