@article{MignotteMDPI23, author = {M. Mignotte}, title = {Saliency map estimation using an unsupervised pairwise pixel-based {MRF} model}, journal = {MDPI (Multidisciplinary Digital Publishing Institute), Mathematics (-2156922), Section: Probability and Statistics, Special Issue: Bayesian Inference Modeling Applications (open access)}, volume = {11}, number = {4}, pages = {986}, year = {2023}, } @article{ToffaMTA22, author = {O.K. Toffa and M. Mignotte}, title = {Dataset and semantic based-approach for image sonification}, journal = {Multimedia Tools and Applications}, volume = {}, pages = {}, year = {2022}, } @article{NdayikengurukiyeJI22, author = {D. Ndayikengurukiye and M. Mignotte}, title = {Salient object detection by LTP texture characterization on opposing color pairs under SLICO superpixel constraint}, journal = {Journal Imaging (JI), Special Issue: Advances in Color Imaging}, volume = {8}, numero = {4}, ARTICLE-NUMBER = {110}, year = {2022}, } @article{MignotteJAICSRT22, author = {M. Mignotte}, title = {{MRF} models based on a neighborhood adaptive class conditional likelihood for multimodal change detection}, journal = {Journal, AI, Computer Science and Robotics Technology (JAICSRT), launching issue, IntechOpen (Open Science) International Journals, section: numerical analysis and scientific computing (open access)}, volume = {1}, pages = {1-20}, year = {2022}, } article{KhelifiIJIDF21, author = {L. Khelifi and M. Mignotte}, title = {A new fusion framework for motion segmentation in dynamic scenes}, journal = {International Journal of Image and Data Fusion}, volume = {12}, number = {2}, pages = {99-121}, year = {2021}, publisher = {Taylor & Francis}, doi = {10.1080/19479832.2021.1900408}, URL = {https://doi.org/10.1080/19479832.2021.1900408}, eprint = { https://doi.org/10.1080/19479832.2021.1900408}, } @article{ToffaTM20b, author = {O.K. Toffa and M. Mignotte}, title = {Environmental sound classification using local binary pattern and audio features collaboration}, journal = {IEEE Transactions on Multimedia}, volume = {23}, pages = {3978 - 3985}, year = {2020}, } @article{BoukhdhirNN20, author = {A. Boukhdhir and Y Zhang and M. Mignotte and P Bellec}, title = {Unraveling reproducible dynamic states of individual brain functional parcellation}, journal = {Network Neuroscience}, volume = {5}, number = {1}, pages = {28-55}, year = {2020}, } @article{ToffaTM20, author = {O.K. Toffa and M. Mignotte}, title = {A hierarchical visual feature-based approach for image sonification}, journal = {IEEE Transactions on Multimedia}, volume = {23}, pages = {706-715}, year = {2020}, } @article{TouatiASTESJ20, author = {R. Touati and M. Mignotte and M. Dahmane}, title = {A circular invariant convolution model-based mapping for multimodal change detection}, journal = {Advances in Science, Technology and Engineering Systems Journal (ASTESJ), Special Issue on Multidisciplinary Sciences and Engineering 2020-21}, volume = {5}, number = {5}, pages = {1288-1298}, year = {2020}, } @article{KhelifiAC20, author = {L. Khelifi and M. Mignotte}, title = {Deep learning for change detection in remote sensing images: Comprehensive review and meta-analysis}, journal = {IEEE Access}, volume = {8}, pages = {126385-126400}, year = {2020}, } @article{MignotteGRS20, author = {M. Mignotte}, title = {A fractal projection and Markovian segmentation-based approach for multimodal change detection}, journal = {IEEE Transactions on Geoscience and Remote Sensing}, volume = {58}, number = {11}, pages = {8046-8058}, year = {2020}, } @article{KhlifRDI20, author = {A. Khlif and M. Mignotte}, title = {Classification of alzheimer's disease from MRI using the principle of consensus segmentation based atlas}, journal = {Journal of Radiology and Medical Diagnostic Imaging}, volume = {}, number = {}, pages = {Accepted}, year = {2020}, } @article{TouatiJORSG20, author = {R. Touati and M. Mignotte and M. Dahmane}, title = {Partly uncoupled siamese model for change detection from heterogeneous remote sensing imagery}, journal = {Journal of remote sensing and GIS}, volume = {9}, number = {1}, pages = {272}, year = {2020}, } @article{TouatiJSTAR20, author = {R. Touati and M. Mignotte and M. Dahmane}, title = {Anomaly feature learning for unsupervised change detection in heterogeneous images: A deep sparse residual model}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {13}, number = {1}, pages = {588-600}, year = {2020}, } @article{TouatiIP20, author = {R. Touati and M. Mignotte and M. Dahmane}, title = {Multimodal change detection in remote sensing images using an unsupervised pixel pairwise-based Markov Random Field model}, journal = {IEEE Transactions on Image Processing}, volume = {29}, number = {1}, pages = {757-767}, year = {2020}, } @article{TouatiJSTAR19, author = {R. Touati and M. Mignotte and M. Dahmane}, title = {A reliable mixed-norm based multiresolution change detector in heterogeneous remote sensing images}, journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, volume = {12}, number = {9}, pages = {3588-3601}, year = {2019}, } @article{KhelifiTM19, author = {L. Khelifi and M. Mignotte}, title = {MC-SSM: Nonparametric semantic image segmentation with the ICM algorithm}, journal = {IEEE Transactions on Multimedia}, volume = {21}, number = {8}, pages = {1946-1959}, year = {2019}, } @Article{NdayikengurukiyeIJETAE19, author = {D. Ndayikengurukiye and M. Mignotte}, title = {Periodicity irregularity map estimation of human gait with a depth camera for pathology detection}, journal = {International Journal of Emerging Technology and Advanced Engineering, IJETAE}, year = {2019}, volume = {9}, numero = {5}, pages = {139-154}, } @article{NguyenMIA18, author = {D. C. T. Nguyen and S. Benameur and M. Mignotte and F. Lavoie}, title = {Superpixel and multi-atlas based fusion entropic model for the segmentation of X-ray images}, journal = {Medical Image Analysis}, volume = {48}, pages = {58--74}, year = {2018}, } @article{TouatiGRS18, author = {R. Touati and M. Mignotte}, title = {An Energy-Based Model Encoding Nonlocal Pairwise Pixel Interactions for Multisensor Change Detection}, journal = {{IEEE} Trans. Geoscience and Remote Sensing}, volume = {56}, number = {2}, pages = {1046--1058}, year = {2018}, } @Article{Khelifi17if, author ={L. Khelifi and M. Mignotte}, title ={EFA-BMFM: A multi-criteria framework for the fusion of colour image segmentation}, journal ={Information Fusion}, volume = {38}, month = {November}, publisher = {Elsevier}, number = {}, year ={2017}, pages = {104-121}, } @Article{Khelifi17smc, author ={L. Khelifi and M. Mignotte}, title ={A novel fusion approach based on the global consistency criterion to fusing multiple segmentations}, journal ={IEEE Trans. on Systems, Man, and Cybernetics: Systems}, volume = {47}, month = {September}, number = {9}, year ={2017}, pages = {2489-250}, } @Article{Khelifi17ip, author ={L. Khelifi and M. Mignotte}, title ={A Multi-objective decision making approach for solving the image segmentation fusion problem}, journal ={IEEE Trans. on Image Processing}, volume = {26}, month = {August}, number = {8}, year ={2017}, pages = {3831-3845}, } @Article{KhlifMTA17, author ={A. Khlif and M. Mignotte}, title ={Segmentation data visualizing and clustering}, journal ={Multimedia Tools and Applications}, volume = {76}, month = {January}, number = {1}, year ={2017}, pages = {1531--15522}, } @Article{MignottePAA17, author ={M. Mignotte}, title ={A biologically inspired framework for contour detection}, journal ={Pattern Analysis and Applications}, volume = {20}, month = {May}, number = {2}, year ={2017}, pages = {365-381}, } @Article{Hedjam17, author ={R. Hedjam and M. Kalacska and M. Mignotte and H.-Z. Nafchi and M. Cheriet}, title ={Iterative classifiers fusion model for change detection in remote sensing imagery}, journal ={IEEE Trans. on Geoscience and Remote Sensing}, volume = {54}, number = {12}, month = {December}, year ={2016}, pages = {6997-7008}, } @Article{Mignotte16, author ={M. Mignotte}, title ={Symmetry detection based on multiscale pairwise texture boundary segment interactions}, journal ={Pattern Recognition Letters}, volume = {74}, number = {}, year ={2016}, pages = {53--60}, } @Article{MoevusBMEO15, author ={A. Moevus and M. Mignotte and J.A. de Guise and J. Meunier}, title ={A perceptual map for gait symmetry quantification and pathology detection}, journal = {BioMedical Engineering OnLine (BMEO)}, volume = {14}, number = {1}, year ={2015}, pages = {99}, } @Article{WidynskiIP14, author = {N. Widynski and A. Moevus and M. Mignotte}, title = {Local symmetry detection in natural images using a particle filtering approach}, journal = {IEEE Trans. on Image Processing}, year = {2014}, volume = {23}, number = {12}, pages = {5309-5321}, } @Article{WidynskiPAMI14, author = {N. Widynski and M. Mignotte}, title = {A multiscale particle filter framework for contour detection}, journal = {IEEE Trans. on Pattern Analysis and Machine Intelligence}, year = {2014}, volume = {36}, number = {10}, pages = {1922-1935}, } @Article{MignotteIF14, author = {M. Mignotte}, title = {A label field fusion model with a variation of information estimator for image segmentation}, journal = {Information Fusion}, year = {2014}, volume = {20}, pages = {7-20}, } @Article{MignottePAA14, author = {M. Mignotte}, title = {A non-stationary {MRF} model for image segmentation from a soft boundary map}, journal = {Pattern Analysis and Applications}, year = {2014}, volume = {17}, number = {1}, pages = {129-139}, } @Article{MignotteCVIU12, author ={M. Mignotte}, title ={ MDS-based segmentation model for the fusion of contour and texture cues in natural images}, journal ={Computer Vision and Image Understanding}, volume = {116}, number = {9}, year ={2012}, pages = {981-990}, } @Article{MignotteJEI12, author = {M. Mignotte}, title = {Non-local pairwise energy based model for the HDR image compression problem}, journal = {Journal of Electronic Imaging}, year = {2012}, volume = {21}, number = {1}, pages = {}, month = {January-March}, } @Article{MignotteGRS12, author = {M. Mignotte}, title = { A bi-criteria optimization approach based dimensionality reduction model for the color display of hyperspectral images}, journal = {IEEE Trans. on Geoscience and Remote Sensing}, year = {2012}, volume = {50}, number = {2}, pages = {501-513}, month = {January}, } @Article{MignotteIP11, author = {M. Mignotte}, title = {An energy based model for the image edge histogram specification problem}, journal = {IEEE Trans. on on Image Processing}, year = {2012}, volume = {21}, number = {1}, pages = {379-386}, month = {January}, note = {visualization} } @Article{MignotteTNN11, author = {M. Mignotte}, title = {MDS-Based Multiresolution NonLinear Dimensionality Reduction Model For Color Image Segmentation}, journal = {IEEE Trans. on Neural Networks}, year = {2011}, volume = {22}, number = {3}, pages = {447-460}, month = {March}, note = {segmentation} } @Article{MignottePRL10, author = {M. Mignotte}, title = {A de-texturing and spatially constrained K-means approach for image segmentation}, journal = {Pattern Recognition Letters}, year = {2011}, volume = {32}, number = {2}, pages = {359-367}, month = {January}, } @Article{MignotteGRS10, author = {M. Mignotte}, title = {A multiresolution Markovian fusion model for the color visualization of hyperspectral images}, journal = {IEEE Trans. on Geoscience and Remote Sensing}, year = {2010}, volume = {48}, number = {12}, pages = {4236-4247}, month = {December}, } @Article{MignotteJEI10, author = {M. Mignotte}, title = {Fusion of regularization terms for image restoration}, journal = {Journal of Electronic Imaging}, year = {2010}, volume = {19}, number = {3}, pages = {333004-}, month = {July-September}, } @Article{MignotteIP10, author = {M. Mignotte}, title = {A Label Field Fusion Bayesian Model and Its Penalized Maximum Rand Estimator For Image Segmentation}, journal = {IEEE Trans. on Image Processing}, year = {2010}, volume = {19}, number = {6}, pages = {1610-1624}, month = {June}, } @Article{BenameurIJBI09, author = {S. Benameur and M. Mignotte and J.-P. Soucy and J. Meunier}, title = {Image restoration using functional and anatomical information fusion with application to SPECT-MRI images}, journal = {International Journal of Biomedical Imaging}, year = {2009}, volume = {2009}, month = {October}, pages = {12 pages} } @Article{JodoinCVIU09, author ={P.-M. Jodoin and M. Mignotte}, title ={Optical-flow based on an edge-avoidance procedure}, journal ={Computer Vision and Image Understanding}, volume = {113}, number = {4}, year ={2009}, pages = {511-531}, note = {optical-flow} } @Article{MignottePRL08, author = {M. Mignotte}, title = {A Non-Local Regularization Strategy For Image Deconvolution}, journal = {Pattern Recognition Letters}, year = {2008}, volume = {29}, number = {16}, pages = {2206-221}, month = {December}, } @Article{MignotteIP08, author = {M. Mignotte}, title = {Segmentation by Fusion of Histogram-Based K-means Clusters in Different Color Spaces}, journal = {IEEE Trans. on Image Processing}, year = {2008}, volume = {17}, number = {5}, pages = {780--787}, month = {May}, } @Article{MignotteBME08, author = {M. Mignotte and J. Meunier and J.-P. Soucy}, title = {DCT-based complexity regularization for EM tomographic reconstruction}, journal = {IEEE trans. on Biomedical Engineering}, year = {2008}, volume = {55}, number = {2}, pages = {801-805}, note = {tomographic reconstruction} } @Article{JodoinIP07b, author = {P.-M. Jodoin and M. Mignotte and J. Konrad}, title = {Statistical background subtraction methods using spatial cues}, journal = {IEEE Trans. on Circuits and Systems for Video Technology}, year = {2007}, volume = {17}, number = {12}, pages = {1758-1764}, month = {December}, note = {background subtraction} } @Article{JodoinIP07, author = {P.-M. Jodoin and M. Mignotte and C. Rosenberger}, title = {Segmentation framework based on label field fusion}, journal = {IEEE Trans. on Image Processing}, year = {2007}, volume = {16}, number = {10}, pages = {2535-2550}, month = {October}, } @Article{MignotteSPL07, author = {M. Mignotte}, title = {A post-processing deconvolution step for wavelet-based image denoising methods}, journal = {IEEE Signal Processing Letters}, year = {2007}, volume = {14}, number = {9}, pages = {621-624}, month = {September}, } @Article{DestrempesPAMI07, author = {F. Destrempes and M. Mignotte}, title = {Localization of shapes using statistical models and stochastic optimization}, journal = {IEEE Trans. on Pattern Analysis and Machine Intelligence}, year = {2007}, volume = {29}, number = {9}, pages = {1603-1615,} } @Article{MignotteIP07, author = {M. Mignotte}, title = {Image denoising by averaging of piecewise constant simulations of image partitions}, journal = {IEEE Trans. on Image Processing}, year = {2007}, volume = {16}, number = {2}, pages = {523-533}, month = {February}, } @Article{DestrempesIP06, author = {F. Destrempes and J.-F. Angers and M. Mignotte}, title = {Fusion of hidden Markov Random Field models and its Bayesian estimation}, journal = {IEEE Trans. on Image Processing}, year = {2006}, volume = {15}, number = {10}, pages = {2920-2935}, month = {October}, } @Article{JodoinJEI06, author = {P.-M. Jodoin and M. Mignotte}, title = {Markovian segmentation and parameter estimation on graphics hardware}, journal = {Journal of Electronic Imaging}, year = {2006}, volume = {15}, number = {3}, pages = {033005-1-15} } @Article{MignotteIP06, author = {M. Mignotte}, title = {A Segmentation-based regularization term for image deconvolution}, journal = {IEEE Trans. on Image Processing}, year = {2006}, volume = {15}, number = {7}, pages = {1973-1984} } @Article{BenameurBME05b, author = {S. Benameur and M. Mignotte and H. Labelle and J.A. De Guise}, title = {A hierarchical statistical modeling approach for the unsupervised 3D biplanar reconstruction of the scoliotic spine}, journal = {IEEE trans. on Biomedical Engineering}, year = {2005}, volume = {52}, number = {12}, pages = {2041-2057}, note = {3D reconstruction} } @Article{BenameurBME05, author = {S. Benameur and M. Mignotte and F. Destrempes and J.A. De Guise}, title = {Three-Dimensional biplanar reconstruction of scoliotic rib cage using the estimation of a mixture of probabilistic prior models}, journal = {IEEE trans. on Biomedical Engineering}, year = {2005}, volume = {52}, number = {10}, pages = {2041-2057}, note = {3D reconstruction} } @Article{DestrempesIP05, author = {F. Destrempes and M. Mignotte and J.-F. Angers}, title = {A stochastic method for Bayesian estimation of Hidden Markov Random Field models with application to a color model}, journal = {IEEE Trans. on Image Processing}, year = {2005}, volume = {14}, number = {8}, pages = {1096-1124}, month = {August}, } @Article{LaliberteNI04, author = {J.-F. Laliberté and J. Meunier and M. Mignotte and J.P. Soucy}, title = {Detection of abnormal diffuse perfusion in SPECT using a normal brain atlas}, journal = {NeuroImage}, year = {2004}, volume = {23}, number = {2}, pages = {561-8}, month = {October}, } @Article{MignottePAMI04, author = {M. Mignotte}, title = {Nonparametric multiscale energy-based model and its application in some imagery problems}, journal = {IEEE Trans. on Pattern Analysis and Machine Intelligence}, year = {2004}, volume = {26}, number = {2}, pages = {184-197} } @Article{DestrempesPAMI04, author = {F. Destrempes and M. Mignotte}, title = {A statistical model for contours in images}, journal = {IEEE Trans. on Pattern Analysis and Machine Intelligence}, year = {2004}, volume = {26}, number = {5}, pages = {626-638} } @Article{BenameurCMIG03, author = {S. Benameur and M. Mignotte and S. Parent and H. Labelle and W. Skalli and J. De Guise}, title = {3D/2D Registration and segmentation of scoliotic vertebrae using statistical models}, journal = {Computerized Medical Imaging and Graphics}, year = {2003}, volume = {27}, number = {5}, pages = {321-327}, note = {3D reconstruction} } @Article{MignotteJEI02, author = {M. Mignotte and J. Meunier and J.-P. Soucy and C. Janicki.}, title = {Comparison of deconvolution techniques using a distribution mixture parameter estimation : application in SPECT imagery.}, journal = {Journal of Electronic Imaging}, year = {2002}, month= {January}, volume = {1}, number = {11}, pages = {11-25} } @Article{MignottePAA01, author = {M. Mignotte and J. Meunier and J.-C. Tardif}, title = {Endocardial boundary estimation and tracking in echocardiographic images using deformable templates and Markov Random Fields}, journal = {Pattern Analysis and Applications}, year = {2001}, volume = {4}, number = {4}, pages = {256-271} } @Article{MignotteCMIG01, author = {M. Mignotte and J. Meunier}, title = {A multiscale optimization approach for the dynamic contour-based boundary detection issue}, journal = {Computerized Medical Imaging and Graphics}, year = {2001}, volume = {25}, number = {3}, pages = {265-275}, note = {segmentation} } @Article{YaoPR00, author = {K.C. Yao and M. Mignotte and C. Collet and P. Galerne and G. Burel}, title = {Unsupervised segmentation using a self-organizing map and a noise model estimation in sonar imagery}, journal = {Pattern Recognition}, year = {2000}, volume = {33}, number = {9}, pages = {1575-1584} } @Article{MignotteCVIU00, author ={M. Mignotte and C. Collet and P. P\'erez and P. Bouthemy}, title ={Markov Random Field and fuzzy logic modeling in sonar imagery: application to the classification of underwater floor}, journal ={Computer Vision and Image Understanding}, volume = {79}, number = {1}, year ={2000}, pages = {4-24}, note = {segmentation} } @Article{MignotteIP00, author = {M. Mignotte and C. Collet and P. P\'erez and P. Bouthemy}, title = {Sonar image segmentation using an unsupervised hierarchical {MRF} model}, journal = {IEEE Trans. on Image Processing}, year = {2000}, volume = {9}, number = {7}, pages = {1216-1231} } @Article{MignotteBME00, author = {M. Mignotte and J. Meunier}, title = {Three-dimensional blind deconvolution of {SPECT} images}, journal = {IEEE trans. on Biomedical Engineering}, year = {2000}, volume = {47}, number = {2}, pages = {274-281}, note = {blind deconvolution} } @Article{MignottePAMI00, author = {M. Mignotte and C. Collet and P. Pérez and P. Bouthemy}, title = {Hybrid genetic optimization and statistical model-based approach for the classification of shadow shapes in sonar imagery}, journal = {IEEE Trans. on Pattern Analysis and Machine Intelligence}, year = {2000}, volume = {22}, number = {2}, pages = {129-141} } @Article{MignotteCVIU99, author ={M. Mignotte and C. Collet and P. P\'erez and P. Bouthemy}, title ={Three-class {M}arkovian segmentation of high resolution sonar images}, journal ={Computer Vision and Image Understanding}, volume = {76}, number = {3}, year ={1999}, pages = {191-204}, note = {segmentation} } @Article{ColletTS98, author = {C. Collet and P. Thourel and M. Mignotte and P. Pérez and P. Bouthemy}, title = {Une nouvelle approche en traitement d'images sonar haute résolution : la segmentation markovienne hiérarchique multimodèle}, journal = {Traitement du Signal}, year = {1998}, volume = {15}, number = {3}, pages = {231-250} } @inproceedings{Touatiipta19, author = {R. Touati and M. Mignotte and M. Dahmane}, title = {Multimodal change detection using a convolution model-based mapping}, booktitle = {9th IEEE International Conference on Image Processing Theory, Tools and Applications, IPTA 2019}, pages = {1-6}, address = {Istanbul, Turkey}, year = {2019}, } @inproceedings{Khelifiavss18, author = {L. Khelifi and M. Mignotte}, title = {A Consensus Framework for Segmenting Video with Dynamic Textures}, booktitle = {15th {IEEE} International Conference on Advanced Video and Signal Based Surveillance, {AVSS} 2018, Auckland, New Zealand, November 27-30, 2018}, pages = {1--6}, year = {2018}, } @inproceedings{Touatiicip18, author = {R. Touati and M. Miqnoite and M. Dahmane}, title = {Change Detection in Heterogeneous Remote Sensing Images Based on an Imaging Modality-Invariant {MDS} Representation}, booktitle = {2018 {IEEE} International Conference on Image Processing, {ICIP} 2018, Athens, Greece, October 7-10, 2018}, pages = {3998--4002}, year = {2018}, } @inproceedings{Touatiipta17, author = {R. Touati and M. Mignotte and M. Dahmane}, title = {A new change detector in heterogeneous remote sensing imagery}, booktitle = {Seventh International Conference on Image Processing Theory, Tools and Applications, {IPTA} 2017, Montreal, QC, Canada, November 28 - December 1, 2017}, pages = {1--6}, year = {2017}, } @inproceedings{Khelifiicip17, author = {L. Khelifi and M. Mignotte}, title = {Semantic image segmentation using the {ICM} algorithm}, booktitle = {2017 {IEEE} International Conference on Image Processing, {ICIP} 2017, Beijing, China, September 17-20, 2017}, pages = {3080--3084}, year = {2017}, } @inproceedings{Khlifimvip17, author = {A. Khlif and M. Mignotte}, title = {Classification of Alzheimer's disease subjects from MRI using the principle of consensus segmentation}, booktitle = { 19th Irish Machine Vision and Image Processing conference, IMVIP'17, published by the Irish Pattern Recognition and Classification Society, Maynooth University, Co. Kildare, Ireland, August 2017}, pages = {123-130}, year = {2017}, } @inproceedings{Touatiipta16, author = {R. Touati and M. Mignotte}, title = {A multidimensional scaling optimization and fusion approach for the unsupervised change detection problem in remote sensing images}, booktitle = {6th IEEE International Conference on Image Processing Theory, Tools and Applications, IPTA'16, Oulu, Finland, December 2016}, pages = {1-6}, year = {2016}, } @inproceedings{Khelifiicpr16, author = {L. Khelifi and M. Mignotte}, title = {A multi-objective approach based on {TOPSIS} to solve the image segmentation combination problem}, booktitle = {23rd International Conference on Pattern Recognition, {ICPR} 2016, Canc{\'{u}}n, Mexico, December 4-8, 2016}, pages = {4220--4225}, year = {2016}, } @inproceedings{Belhadj16, author = {L.C. Belhadj and M. Mignotte}, title = {Spatio-temporal fastmap-based mapping for human action recognition}, booktitle = {2016 {IEEE} International Conference on Image Processing, {ICIP} 2016, Phoenix, AZ, USA, September 25-28, 2016}, pages = {3046--3050}, year = {2016}, } @inproceedings{Khelifi16, author = {L. Khelifi and M. Mignotte}, title = {GCE-based model for the fusion of multiples color image segmentations}, booktitle = {2016 {IEEE} International Conference on Image Processing, {ICIP} 2016, Phoenix, AZ, USA, September 25-28, 2016}, pages = {2574--2578}, year = {2016}, } @inproceedings{Khelifi16b, author = {L. Khelifi and M. Mignotte}, title = {A new multi-criteria fusion model for color textured image segmentation}, booktitle = {2016 {IEEE} International Conference on Image Processing, {ICIP} 2016, Phoenix, AZ, USA, September 25-28, 2016}, pages = {2579--2583}, year = {2016}, } @inproceedings{Ndayikengurukiye16, author = {D. Ndayikengurukiye and M. Mignotte}, title = {High-Frequency Spectral Energy Map Estimation Based Gait Analysis System Using a Depth Camera for Pathology Detection}, booktitle = {Image Analysis and Recognition - 13th International Conference, {ICIAR} 2016, in Memory of Mohamed Kamel, P{\'{o}}voa de Varzim, Portugal, July 13-15, 2016, Proceedings}, pages = {38--45}, year = {2016}, } @INPROCEEDINGS{Taiiciap15, author = {D.C.T. Nguyen and S. Benameur and M. Mignotte and F. Lavoie}, title = {Superpixel and entropy-based multi-atlas fusion framework for the segmentation of X-ray images}, booktitle = {18th International Conference on Image Analysis and Processing, ICIAP'15,}, address= {Genova, Italy}, month = {September}, year = {2015}, pages = {151-161}, } @INPROCEEDINGS{Moevusembc14, author = {A. Moevus and M. Mignotte and J. de Guise and J. Meunier}, title = {Evaluating perceptual maps of asymmetries for gait symmetry quantification and pathology detection}, booktitle = {36th International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'2014}, address= {Chicago, Illinois, USA}, month = {August}, year = {2014}, pages = {3317-3320}, } @INPROCEEDINGS{Touaticrv14, author = {R. Touati and M. Mignotte}, title = {{MDS}-based multi-axial dimensionality reduction model for human action recognition}, booktitle = {Eleventh conference on Computer and Robot Vision, CRV'2014}, address= {Montréal, Quebec, Canada}, month = {May}, year = {2014}, pages = {}, } @INPROCEEDINGS{WidynskiEccv12, author = {N. Widynski and M. Mignotte}, title = {A particle filter framework for contour detection}, booktitle = {European Conference on Computer Vision, ECCV'12, Lecture Notes in Computer Science,}, address= {Firenze, Italy}, month = {October}, year = {2012}, volume = {7572}, pages = {780-793}, note = {contour detection} } @INPROCEEDINGS{Nguyenembc12, author = {H.A. Nguyen and E. Auvinet and M. Mignotte and J. De Guise and J. Meunier}, title = {Analyzing gait pathologies using a depth camera}, booktitle = {34th International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'2012}, address= {San diego, CA, USA}, month = {September}, year = {2012}, pages = {4835-4838}, } @INPROCEEDINGS{Benameur12, author = {S. Benameur and M. Mignotte and F. Lavoie}, title = {An homomorphic filtering and expectation maximization approach for the point spread function estimation in ultrasound imaging}, booktitle = {SPIE Conference on Medical Imaging, SPIE'12}, address= {San Francisco, CA, USA}, month = {January}, volume = {volume 8295A}, year = {2012}, pages = {}, } @INPROCEEDINGS{Widynski11, author = {N. Widynski and M. Mignotte}, title = {A contrario edge detection with edgelets}, booktitle = {2nd IEEE International Conference on Signal and Image Processing Applications, ICSIPA 2011}, address= {Kuala Lumpur, Malaysia,}, month = {November}, year = {2011}, pages = {421-426}, } @INPROCEEDINGS{Rougier11b, author = {C. Rougier and E. Auvinet and J. Meunier and M. Mignotte and J.A. de Guise}, title = {Depth energy image for gait symmetry quantification}, booktitle = {33rd International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'11}, address= {Boston, MA, USA}, month = {August}, year = {2011}, pages = {5136-5139}, } @INPROCEEDINGS{Rougier11, author = {C. Rougier and E. Auvinet and J. Rousseau and M. Mignotte and J. Meunier}, title = {Fall detection from depth map video sequences}, booktitle = {9th International Conference on Smart Homes and Health Telematics, ICOST'11, Lecture Notes in Computer Science}, address= {Montréal, Canada}, month = {June}, year = {2011}, pages = {121-128}, } @INPROCEEDINGS{Benameur11, author = {S. Benameur and M. Mignotte and F. Lavoie}, title = {Unsupervised segmentation of ultrasound images by fusion of spatio-frequential textural features}, booktitle = {SPIE Conference on Medical Imaging, SPIE'11}, address= {Lake Buena Vista, Florida, USA}, month = {February}, volume = {volume 7962}, year = {2011}, pages = {7962-116}, } @INPROCEEDINGS{HedjamIcip09, author = {R. Hedjam and M. Mignotte}, title = {A hierarchical graph-based Markovian clustering approach for the unsupervised segmentation of textured color images}, booktitle = {16th IEEE International Conference on Image Processing, ICIP'09}, address= {Cairo, Egypt}, month = {November}, year = {2009}, pages = {1365-1368}, } @INPROCEEDINGS{BenameurIcip08, author = {S. Benameur and M. Mignotte and J. Meunier and J.-P. Soucy}, title = {SPECT image restoration via recursive inverse filtering constrained by a probabilistic MRI atlas}, booktitle = {15th IEEE International Conference on Image Processing, ICIP'08}, address= {Atlanta, GA, USA}, month = {October}, year = {2008}, pages = {2984-2987}, } @INPROCEEDINGS{JodoinIcip06b, author = {P.-M. Jodoin and M. Mignotte}, title = {Optical-flow based on an edge-avoidance procedure}, booktitle = {13th IEEE International Conference on Image Processing, ICIP'06}, address= {Atlanta, GA, USA}, month = {October }, year = {2006}, pages = {1253-1256}, } @INPROCEEDINGS{JodoinIcip06, author = {P.-M. Jodoin and M. Mignotte and J. Konrad}, title = {Light and Fast statistical motion detection method based on ergodic model}, booktitle = {13th IEEE International Conference on Image Processing, ICIP'06}, address= {Atlanta, GA, USA}, month = {October}, year = {2006}, pages = {1053-1056}, } @INPROCEEDINGS{BenameurIcip06, author = { S. Benameur and M. Mignotte and J. Meunier and J.-P. Soucy}, title = {An edge-preserving anatomical-based regularization term for the NAS-RIF restoration of SPECT Image}, booktitle = {13th IEEE International Conference on Image Processing, ICIP'06}, address= {Atlanta, GA, USA}, month = {October}, year = {2006}, pages = {1177-1180}, } @INPROCEEDINGS{JodoinBmvc06, author = {P.-M. Jodoin and C. Rosenberger and M. Mignotte}, title = {Detecting Half-Occlusion with a Fast Region-Based Fusion}, booktitle = {17th British Machine Vision Conference BMVC'06}, address= {Edinburgh, England}, month = {September}, year = {2006}, volume = {1}, pages = {417-426}, note = {occlusion detection} } @INPROCEEDINGS{JodoinIciar06, author = {P.-M. Jodoin and M. Mignotte and J. Konrad}, title = {Background subtraction framework based on local spatial distributions}, booktitle = {3rd International Conference on Image Analysis and Recognition, ICIAR'06, Lecture Notes in Computer Science, volume LNCS 4141-I}, address= {Portugal, Povos de Varzim}, month = {September}, year = {2006}, pages = {370-380}, } @INPROCEEDINGS{JodoinIciar05, author = {P.-M. Jodoin and M. Mignotte}, title = {Motion segmentation using a K-nearest neighbor-based fusion procedure of spatial and temporal label cues}, booktitle = {2nd International Conference on Image Analysis and Recognition, ICIAR'05, Lecture Notes in Computer Science, volume LNCS 3656}, address= {Canada, Toronto}, month = {September}, year = {2005}, pages = {778-785}, } @INPROCEEDINGS{JodoinIciap05, author = {P.-M. Jodoin and M. Mignotte and J.-F. St-Amour}, title = {Markovian energy-based computer vision algorithms on graphics hardware}, booktitle = {13th International Conference on Image Analysis and Processing, ICIAP'05, Lecture Notes in Computer Science, volume LNCS 3617, Image Analysis and Processing}, address= {Italy, Cagliary}, month = {September}, year = {2005}, pages = {592-603}, } @InProceedings{MignotteIcip05, author = {M. Mignotte}, title = {An adaptive segmentation-based regularization term for image restoration}, booktitle = {Proceeding of IEEE International Conference on Image Processing -ICIP'05}, pages = {901-904}, year = {2005}, volume = {1}, month = {September}, } @INPROCEEDINGS{Jodoin05, author = {P.-M. Jodoin and J.-F. St-Amour and M. Mignotte}, title = {Unsupervised Markovian segmentation on graphics hardware}, booktitle = {3rd International Conference on Advances in Pattern Recognition, ICAPR'05, Lecture Notes in Computer Science, volume LNCS 3686, Pattern Recognition and Data Mining, Proceedings Part 2}, address= {Bath, United Kingdom (UK)}, month = {August}, year = {2005}, pages = {444-454}, } @INPROCEEDINGS{Id-OumohmedIcapr05, author = {A. Id-Oumohmed and M. Mignotte and J.-Y. Nie}, title = {Semantic-based cross-media image retrieval}, booktitle = {3rd International Conference on Advances in Pattern Recognition, ICAPR'05, Lecture Notes in Computer Science, volume LNCS 3686, Pattern Recognition and Data Mining, Proceedings Part 2}, address= {Bath, United Kingdom (UK)}, month = {August}, year = {2005}, pages = {414-423}, } @INPROCEEDINGS{BenameurIcip04, author = {S. Benameur and M. Mignotte and F. Destrempes and J. De Guise}, title = {Estimation of mixture of probabilistic PCA with stochastic EM for the 3D biplanar reconstruction of scoliotic rib cage}, booktitle = {11th IEEE International Conference on Image Processing, ICIP'04}, address= {Singapore}, month = {October}, year = {2004}, pages = {2949-2952}, } @INPROCEEDINGS{JodoinIcip04b, author = {P-M. Jodoin and M. Mignotte}, title = {An energy-based framework using global spatial constraints for the stereo correspondence problem}, booktitle = {11th IEEE International Conference on Image Processing, ICIP'04}, address= {Singapore}, month = {October}, year = {2004}, pages = {3001-3004}, } @INPROCEEDINGS{JodoinIcip04, author = {P-M. Jodoin and M. Mignotte}, title = {Unsupervised motion detection using a Markovian temporal model with global spatial constraints}, booktitle = {11th IEEE International Conference on Image Processing, ICIP'04}, address= {Singapore}, month = {October}, year = {2004}, pages = {2591-2594}, } @INPROCEEDINGS{AlvarezClef04, author = {C. Alvarez and A. Id-Oumohmed and M. Mignotte and J.-Y. Nie}, title = {Toward cross-language and cross-media image retrieval}, booktitle = {5th Workshop on Cross Langage Evaluation Forum, CLEF 2004 Lecture notes in Computer science, Multilingual information access for text, speech and images}, address= {Bath, United Kingdom}, month = {September}, year = {2004}, volume = {3491}, pages = {676-688}, note = {image indexing} } @INPROCEEDINGS{BenameurIrssd04b, author = {S. Benameur and M. Mignotte and H. Labelle and J. De Guise}, title = {3D biplanar reconstruction of scoliotic rib cage using statistical models}, booktitle = {5th Meeting of the International Research Society of Spinal Deformities Meeting, IRSSD}, address= {British Columbia, Canada}, month = {June}, year = {2004}, pages = {135-138}, } @INPROCEEDINGS{BenameurIrssd04, author = {S. Benameur and M. Mignotte and H. Labelle and J. De Guise}, title = {Three-dimensional statistical shape models for automatic 3D biplanar reconstruction of scoliotic spine}, booktitle = {5th Meeting of the International Research Society of Spinal Deformities Meeting, IRSSD}, address= {British Columbia, Canada}, month = {June}, year = {2004}, pages = {223-226}, } @INPROCEEDINGS{DestrempesIcip03, author = {F. Destrempes and M. Mignotte}, title = {Unsupervised texture segmentation using a statistical wavelet-based hierarchical multi data model}, booktitle = {10th IEEE International Conference on Image Processing, ICIP'03}, address= {Barcelona, Spain}, month = {September}, year = {2003}, pages = {1053-1056}, } @InProceedings{MignotteIcip03, author = {M. Mignotte}, title = {Unsupervised statistical sketching for non-photorealistic rendering models}, booktitle = {10th {IEEE} {I}nternational {C}onference on {I}mage {P}rocessing}, address= {Barcelona, Spain}, volume = {3}, month = {September}, year = {2003}, pages = {573-577}, mignotte=1 } @INPROCEEDINGS{BenameurIcip03, author = {S. Benameur and M. Mignotte and S. Parent and H. Labelle and W. Skalli and J. De Guise}, title = {A hierarchical statistical modeling approach for the unsupervised 3D reconstruction of the scoliotic spine}, booktitle = {10th IEEE International Conference on Image Processing, ICIP'03}, address= {Barcelona, Spain}, month = {September}, year = {2003}, pages = {561-564}, } @INPROCEEDINGS{Lalibertespie03, author = {J.F. Laliberte and J. Meunier and M. Mignotte and J. Soucy}, title = {Detection of abnormal diffuse perfusion in SPECT using a normal brain atlas}, booktitle = {SPIE Conference on Medical Imaging}, address= {San Diego, California, USA,}, month = {February}, year = {2003}, pages = {volume 5032-04}, } @INPROCEEDINGS{DestrempesIcvgip02, author = {F. Destrempes and M. Mignotte}, title = {Unsupervised statistical method for edgel clustering with application to shape localization}, booktitle = {3rd Indian Conference on Computer Vision, Graphics and Image Processing, ICVGIP'02}, address= {Space Application Centre (ISRO),Ahmedabad, India}, month = {December }, year = {2002}, pages = {411-416}, } @INPROCEEDINGS{DestrempesIcip02b, author = {F. Destrempes and M. Mignotte}, title = {Unsupervised detection of contours using a statistical model}, booktitle = {9th IEEE International Conference on Image Processing, ICIP'02}, address= {Rochester, New-York, USA}, month = {September }, year = {2002}, volume = {II}, pages = {757-760}, } @InProceedings{MignotteIcip02, author = {M. Mignotte}, title = {A new and simple shape descriptor based on a non-parametric multiscale model}, booktitle = {9th IEEE International Conference on Image Processing, ICIP'02}, pages = {445-448}, year = {2002}, volume = {I}, address= {Rochester, New-York, USA}, month = {September}, } @InProceedings{DestrempesIcsip02b, author="F. Destrempes and M. Mignotte", title ="Unsupervised localization of shapes using statistical models", booktitle ="4th IASTED International Conference on Signal and Image Processing, ICSIP'02", pages ="60-65", year ="2002", month ="August", } @InProceedings{DestrempesIcsip02, author="F. Destrempes and M. Mignotte", title ="Unsupervised detection and semi-automatic extraction of contours using a statistical model and dynamic programming", booktitle ="4th IASTED International Conference on Signal and Image Processing, ICSIP'02", pages ="66-71", year ="2002", month ="August", } @InProceedings{MignotteIcpr02, author = {M. Mignotte}, title = {Bayesian rendering with non-parametric multiscale prior model}, booktitle = {16th IEEE International Conference on Pattern Recognition, ICPR'02}, address= {Québec, Canada}, pages = {247-250}, year = {2002}, volume = {1}, month = {August}, } @INPROCEEDINGS{BenameurIrssd02, author = {S. Benameur and M. Mignotte and S. Parent and H. Labelle and W. Skalli and J. De Guise}, title = {3D biplanar statistical reconstruction of scoliotic models}, booktitle = {4th Meeting of the International Research Society of Spinal Deformities, IRSSD, included in the book: Research into spinal Deformities}, address= {Palace Resort, Athens, Greece}, month = {May }, year = {2002}, pages = {67-71}, } @INPROCEEDINGS{BenameurCvpr01, author = {S. Benameur and M. Mignotte and S. Parent and H. Labelle and W. Skalli and J. De Guise}, title = {3D Biplanar reconstruction of scoliotic vertebrae using statistical models}, booktitle = {20th IEEE International Conference on Computer Vision and Pattern Recognition, CVPR'01}, address= {Kauai Marriott, Hawaii, USA}, month = {December}, year = {2001}, pages = {577-582}, note= {3D reconstruction} } @INPROCEEDINGS{MignotteSci01, author = {M. Mignotte and J. Meunier and J.-P. Soucy and C. Janicki}, title = {Segmentation and classification of brain SPECT images using 3D Markov Random Field and density mixture estimations}, booktitle = {5th World Multi-Conference on Systemics, Cybernetics and Informatics, SCI'01, Concepts and Applications of Systemics and Informatics}, address= {Orlando, Floride, USA}, month = {July}, year = {2001}, pages = {239-244,}, } @INPROCEEDINGS{MignotteVi00, author = {M. Mignotte and J. Meunier}, title = {Unsupervised restoration of brain SPECT volumes}, booktitle = {Vision Interfaces, VI'00}, address= {Montréal, Québec, Canada}, month = {May}, year = {2000}, pages = {55-60}, } @INPROCEEDINGS{MignotteCvprip00, author = {M. Mignotte and J. Meunier}, title = {An unsupervised multiscale approach for the dynamic contour-based boundary detection issue in ultrasound imagery}, booktitle = {International Conference on Computer Vision, Pattern Recognition and Image Processing, CVPRIP'00}, address= {Atlantic City, Utah, USA}, volume = {2}, month = {March}, year = {2000}, pages = {366-369}, note = {segmentation} } @INPROCEEDINGS{MignotteSpie2000, author = {M. Mignotte and J. Meunier}, title = {Blind deconvolution of SPECT images using a noise model estimation}, booktitle = {SPIE Conference on Medical Imaging}, address= {San Diego, CA, USA}, volume = {3979}, month = {February}, year = {2000}, pages = {1370-1377}, } @INPROCEEDINGS{MignotteSpie99b, author = {M. Mignotte and C. Collet and P. Pérez and P. Bouthemy}, title = {Markov random field model and fuzzy formalism-based data modeling for the sea-bed classification in sonar imagery}, booktitle = {SPIE Conference on Mathematical Modeling, Bayesian Estimation and Inverse Problems}, address= {Denver, Colorado, USA}, volume = {3816-29}, month = {July}, year = {1999}, pages = {229-240}, } @INPROCEEDINGS{MignotteCvpr99, author = {M. Mignotte and J. Meunier}, title = {Deformable template and distribution mixture-based data modeling for the endocardial contour tracking in an echographic sequence}, booktitle = {18th IEEE International Conference on Computer Vision and Pattern Recognition, CVPR'99}, address= {Fort Collins, Colorado, USA}, volume = {1}, month = {June}, year = {1999}, pages = {225-230}, note = {segmentation} } @INPROCEEDINGS{MignotteSpie99, author = {M. Mignotte and C. Collet and P. Pérez and P. Bouthemy}, title = {Bayesian inference and optimization strategies for some detection and classification problems in sonar imagery}, booktitle = {SPIE Conference on Non Linear Image Processing, Electronic Imaging'99}, address= {San Jose, California, USA}, volume = {Volume 3646}, month = {January}, year = {1999}, pages = {14-27}, } @INPROCEEDINGS{MignotteIcassp98, author = {M. Mignotte and C. Collet and P. Pérez and P. Bouthemy}, title = {Statistical model and genetic optimization: application to pattern detection in sonar images}, booktitle = {23rd {I}nternational {C}onference on {A}coustics, {S}peech, and {S}ignal {P}rocessing}, address= {Seattle, Washington, USA}, volume = {5}, number = {}, month = {May}, year = {1998}, pages = {2741-2745}, } @INPROCEEDINGS{MignotteIcip97, author = {M. Mignotte and C. Collet and P. Pérez and P. Bouthemy}, title = {Unsupervised {H}ierarchical {M}arkovian Segmentation of Sonar Images}, booktitle = {4th IEEE {I}nternational {C}onference on {I}mage {P}rocessing}, address= {Santa Barbara, Californie, USA}, volume = {on CD ROM}, number = {}, month = {October}, year = {1997}, pages = {}, } @INPROCEEDINGS{MignotteEmmcvpr97, author = {M. Mignotte and C. Collet and P. Pérez and P. Bouthemy}, title = {Unsupervised Segmentation applied on Sonar Images}, booktitle = {Workshop on Energy Minimisation Methods in Computer Vision and Pattern Recognition, EMMCVPR'97: Energy Minimisation Methods in Computer Vision and Pattern Recognition}, address= {Venice, Italy}, volume = {LNCS 1223}, number = {}, publisher = {Springer-Verlag}, month = {May}, year = {1997}, pages = {491-506}, } @INPROCEEDINGS{MignotteIcassp97, author = {M. Mignotte and C. Collet and P. Pérez and P. Bouthemy}, title = {Unsupervised Markovian Segmentation of Sonar Images}, booktitle = {22nd IEEE {I}nternational {C}onference on {A}coustics, {S}peech, and {S}ignal {P}rocessing, ICASSP'97}, address= {Munchen, Germany}, volume = {4}, number ={}, month = {May}, year = {1997}, pages = {2781-2785}, } @INPROCEEDINGS{SchmittSpie96, author="F. Schmitt and M. Mignotte and C. Collet and P. Thourel", title="Estimation of Noise Parameters on Sonar Images", booktitle="SPIE conference on Signal and Image Processing", year="1996", month="August", volume = {2823}, pages = {1-12}, address={Denver, Colorado, USA}, }