Maurice Mignotte

Best Publications

• Deep Learning for Change Detection in Remote Sensing Images: Comprehensive Review and Meta-Analysis

  Unknown

  384
  Citations

• Sonar image segmentation using an unsupervised hierarchical MRF model

  M. Mignotte;C. Collet;P. Perez;P. Bouthemy

  372
  Citations

• Fall detection from depth map video sequences

  Caroline Rougier;Edouard Auvinet;Jacqueline Rousseau;Max Mignotte

  231
  Citations

• Segmentation by Fusion of Histogram-Based $K$-Means Clusters in Different Color Spaces

  Unknown

  213
  Citations

• 3D/2D registration and segmentation of scoliotic vertebrae using statistical models.

  Unknown

  207
  Citations

• Three-Class Markovian Segmentation of High-Resolution Sonar Images

  M. Mignotte;C. Collet;P. Pérez;P. Bouthemy

  164
  Citations

• A hierarchical statistical modeling approach for the unsupervised 3-D biplanar reconstruction of the scoliotic spine

  S. Benameur;M. Mignotte;S. Parent;H. Labelle

  164
  Citations

• Multimodal Change Detection in Remote Sensing Images Using an Unsupervised Pixel Pairwise-Based Markov Random Field Model

  Unknown

  161
  Citations

• Statistical Background Subtraction Using Spatial Cues

  P.-M. Jodoin;M. Mignotte;J. Konrad

  147
  Citations

• Hybrid genetic optimization and statistical model based approach for the classification of shadow shapes in sonar imagery

  M. Mignotte;C. Collet;P. Perez;P. Bouthemy

  126
  Citations

• Endocardial Boundary E timation and Tracking in Echocardiographic Images using Deformable Template and Markov Random Fields

  Max Mignotte;Jean Meunier;Jean-Claude Tardif

  121
  Citations

• A multiscale optimization approach for the dynamic contour-based boundary detection issue

  M. Mignotte;J. Meunier

  98
  Citations

• A Label Field Fusion Bayesian Model and Its Penalized Maximum Rand Estimator for Image Segmentation

  Unknown

  96
  Citations

• A Fractal Projection and Markovian Segmentation-Based Approach for Multimodal Change Detection

  Unknown

  93
  Citations

• A non-local regularization strategy for image deconvolution

  Unknown

  79
  Citations

• An Energy-Based Model Encoding Nonlocal Pairwise Pixel Interactions for Multisensor Change Detection

  Unknown

  71
  Citations

• Three-dimensional biplanar reconstruction of scoliotic rib cage using the estimation of a mixture of probabilistic prior models

  S. Benameur;M. Mignotte;F. Destrempes;J.A. De Guise

  70
  Citations

• Anomaly Feature Learning for Unsupervised Change Detection in Heterogeneous Images: A Deep Sparse Residual Model

  Unknown

  66
  Citations

• A de-texturing and spatially constrained K-means approach for image segmentation

  Unknown

  64
  Citations

• Three-dimensional blind deconvolution of SPECT images

  M. Mignotte;J. Meunier

  62
  Citations