selected publications

• academic article

  • Expert Knowledge-Based Method for Satellite Image Time Series Analysis and Interpretation.  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.  8:2138-2150. 2015
  • Exploiting Patch Similarity for SAR Image Processing: The nonlocal paradigm.  IEEE Signal Processing Magazine.  31:69-78. 2014
  • Quality evaluation of 3D city building Models with automatic error diagnosis.  The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences.  XL-7/W2:161-166. 2013
  • Markovian modelling and Fisher distribution for unsupervised classification of radar images.  International Journal of Remote Sensing.  34:8252-8266. 2013
  • How to Compare Noisy Patches? Patch Similarity Beyond Gaussian Noise.  International Journal of Computer Vision.  99:86-102. 2012
  • A Markovian Approach for InSAR Phase Reconstruction With Mixed Discrete and Continuous Optimization.  IEEE Geoscience and Remote Sensing Letters.  8:527-531. 2010
  • Multichannel Phase Unwrapping With Graph Cuts.  IEEE Geoscience and Remote Sensing Letters.  6:562-566. 2009
  • SAR amplitude filtering using TV prior and its application to building delineation.  Synthetic Aperture Radar (EUSAR), 2008 7th European Conference on.  1-4. 2008
  • Unsupervised classification of radar images using hidden Markov chains and hidden Markov random fields.  IEEE Transactions on Geoscience and Remote Sensing.  41:675-686. 2003

• conference paper

  • Comparison between pixel and region based sits analysis approaches.  . 1934-1937. 2017
  • VHR Satellite Image Time Series analysis using expert knowledge modeling and user assistance.  . 5173-5176. 2016
  • Combining patch-based estimation and total variation regularization for 3D InSAR reconstruction.  . 2485-2488. 2015
  • Markovian graph labeling for 3D reconstruction in dense urban area using SAR and optical images.  . 2951-2954. 2015
  • Patch-based SAR image classification: The potential of modeling the statistical distribution of patches with Gaussian mixtures.  . 2374-2377. 2015
  • Denoising based on non local means for ultrasound images with simultaneous multiple noise distributions.  2022 IEEE International Conference on Image Processing (ICIP). 2699-2703. 2014
  • Modeling the distribution of patches with shift-invariance: Application to SAR image restoration.  2022 IEEE International Conference on Image Processing (ICIP). 96-100. 2014
  • Building invariance properties for dictionaries of SAR image patches.  . 4918-4921. 2014
  • Change detection and classification of multi-temporal SAR series based on generalized likelihood ratio comparing-and-recognizing.  . 1433-1436. 2014
  • Change detection for high resolution satellite images, based on SIFT descriptors and an a contrario approach.  . 1281-1284. 2014
  • A hierarchical Markov random field for road network extraction and its application with optical and SAR data.  . 1159-1162. 2011
  • Extraction of water surfaces in simulated Ka-band SAR images of KaRIn on swot.  . 3562-3565. 2011
  • Influence of speckle filtering of Polarimetric SAR data on different classification methods.  . 1052-1055. 2011
  • Polarimetric SAR estimation based on non-local means.  . 2010
  • A graph-cut based algorithm for approximate MRF optimization.  . 2413-2416. 2009
  • Building detection by fusion of optical and SAR features in metric resolution data.  . 2009