Farida Cheriet
Orcid: 0000-0001-6170-5627
According to our database1,
Farida Cheriet
authored at least 145 papers
between 1999 and 2024.
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Bibliography
2024
MAPLES-DR: MESSIDOR Anatomical and Pathological Labels for Explainable Screening of Diabetic Retinopathy.
CoRR, 2024
2023
Prediction of postoperative 3D spine shape using Controlled Point Deformation Network (CPDNet).
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Noise-Free One-Cardiac-Cycle Oct Videos for Local Assessment of Retinal Tissue Deformation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Focused Attention in Transformers for interpretable classification of retinal images.
Medical Image Anal., 2022
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
2021
Laplacian Flow Dynamics on Geometric Graphs for Anatomical Modeling of Cerebrovascular Networks.
IEEE Trans. Medical Imaging, 2021
Adaptable Deformable Convolutions for Semantic Segmentation of Fisheye Images in Autonomous Driving Systems.
CoRR, 2021
Comput. Medical Imaging Graph., 2021
Three-dimensional segmentation of the scoliotic spine from MRI using unsupervised volume-based MR-CT synthesis.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
2020
Comput. Biol. Medicine, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Deep Image Clustering Using Self-learning Optimization in a Variational Auto-Encoder.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
OrgaNet: A Robust Network for Subcellular Organelles Classification in Fluorescence Microscopy Images.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
End-to-End Deep Learning Model for Cardiac Cycle Synchronization from Multi-View Angiographic Sequences.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
3D reconstruction of the human trunk for designing personalized braces : Precision study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Automated Analysis of Brain Microvasculature: From Segmentation to Anatomical Modeling.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
A Novel Weakly Supervised Multitask Architecture for Retinal Lesions Segmentation on Fundus Images.
IEEE Trans. Medical Imaging, 2019
Automatic Graph-Based Modeling of Brain Microvessels Captured With Two-Photon Microscopy.
IEEE J. Biomed. Health Informatics, 2019
IEEE J. Biomed. Health Informatics, 2019
Artif. Intell. Medicine, 2019
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019
2018
Spectral Shape Analysis of Human Torsos: Application to the Evaluation of Scoliosis Surgery Outcome.
IEEE J. Biomed. Health Informatics, 2018
Flexible architectures for retinal blood vessel segmentation in high-resolution fundus images.
J. Real Time Image Process., 2018
Retinal blood vessel segmentation using the elite-guided multi-objective artificial bee colony algorithm.
IET Image Process., 2018
Proceedings of the 2018 International Conference on ReConFigurable Computing and FPGAs, 2018
A Multitask Learning Architecture for Simultaneous Segmentation of Bright and Red Lesions in Fundus Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Large Receptive Field Fully Convolutional Network for Semantic Segmentation of Retinal Vasculature in Fundus Images.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018
Fully Convolutional DenseNets for Segmentation of Microvessels in Two-photon Microscopy.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Proliferative diabetic retinopathy characterization based on the spatial organization of vascular junctions in fundus images.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017
Particle Swarm Optimization Approach for the Segmentation of Retinal Vessels from Fundus Images.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017
A Novel Automatic Method to Evaluate Scoliotic Trunk Shape Changes in Different Postures.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017
Artery/vein classification in fundus images using CNN and likelihood score propagation.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
Accurate and Efficient Hyperbolic Tangent Activation Function on FPGA using the DCT Interpolation Filter (Abstract Only).
Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2017
Proceedings of the 25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2017
2016
Red Lesion Detection Using Dynamic Shape Features for Diabetic Retinopathy Screening.
IEEE Trans. Medical Imaging, 2016
Accurate and Efficient Hyperbolic Tangent Activation Function on FPGA using the DCT Interpolation Filter.
CoRR, 2016
A multi-scale tensor voting approach for small retinal vessel segmentation in high resolution fundus images.
Comput. Medical Imaging Graph., 2016
Segmentation of the spinous process and its acoustic shadow in vertebral ultrasound images.
Comput. Biol. Medicine, 2016
Simultaneous macula detection and optic disc boundary segmentation in retinal fundus images.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Longitudinal Scoliotic Trunk Analysis via Spectral Representation and Statistical Analysis.
Proceedings of the Spectral and Shape Analysis in Medical Imaging, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Memory efficient Multi-Scale Line Detector architecture for retinal blood vessel segmentation.
Proceedings of the 2016 Conference on Design and Architectures for Signal and Image Processing (DASIP), 2016
2015
A physically based trunk soft tissue modeling for scoliosis surgery planning systems.
Comput. Medical Imaging Graph., 2015
Quantitative assessment of myocardial fibrosis in an age-related rat model by ex vivo late gadolinium enhancement magnetic resonance imaging with histopathological correlation.
Comput. Biol. Medicine, 2015
Proceedings of the International Conference on ReConFigurable Computing and FPGAs, 2015
Automatic nonrigid motion correction for quantitative first-pass cardiac MR perfusion imaging.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015
2014
IEEE Signal Process. Lett., 2014
Int. J. Comput. Vis., 2014
Computer-aided diagnosis system for the Acute Respiratory Distress Syndrome from chest radiographs.
Comput. Biol. Medicine, 2014
Statistical model based 3D shape prediction of postoperative trunks for non-invasive scoliosis surgery planning.
Comput. Biol. Medicine, 2014
Automatic multiresolution age-related macular degeneration detection from fundus images.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Automatic detection of microaneurysms and haemorrhages in fundus images using dynamic shape features.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
A scalable hardware architecture for retinal blood vessel detection in high resolution fundus images.
Proceedings of the 2014 Conference on Design and Architectures for Signal and Image Processing, 2014
2013
IEEE J. Biomed. Health Informatics, 2013
IEEE Trans. Biomed. Eng., 2013
FOCUSR: Feature Oriented Correspondence Using Spectral Regularization-A Method for Precise Surface Matching.
IEEE Trans. Pattern Anal. Mach. Intell., 2013
BMC Medical Imaging, 2013
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013
Textural analysis of diffuse myocardial fibrosis in aging rats: A late gadolinium enhancement magnetic resonance imaging study.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
IEEE Trans. Medical Imaging, 2012
Semiautomatic Detection of Scoliotic Rib Borders From Posteroanterior Chest Radiographs.
IEEE Trans. Biomed. Eng., 2012
Comput. Medical Imaging Graph., 2012
Quantitative evaluation of an automatic segmentation method for 3D reconstruction of intervertebral scoliotic disks from MR images.
BMC Medical Imaging, 2012
Non invasive classification system of scoliosis curve types using least-squares support vector machines.
Artif. Intell. Medicine, 2012
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012
Parallelization strategies of the canny edge detector for multi-core CPUs and many-core GPUs.
Proceedings of the 10th IEEE International NEWCAS Conference, 2012
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Proceedings of the 11th International Conference on Information Science, 2012
Simultaneous image de-noising and registration using graph cuts: Application to corrupted medical images.
Proceedings of the 11th International Conference on Information Science, 2012
A novel method for an automatic 3D reconstruction of coronary arteries from angiographic images.
Proceedings of the 11th International Conference on Information Science, 2012
Proceedings of the 11th International Conference on Information Science, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
2011
A Novel Method for the 3-D Reconstruction of Scoliotic Ribs From Frontal and Lateral Radiographs.
IEEE Trans. Biomed. Eng., 2011
Detection and correction of specular reflections for automatic surgical tool segmentation in thoracoscopic images.
Mach. Vis. Appl., 2011
ACM Journal on Computing and Cultural Heritage, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011
Proceedings of the Information Processing in Medical Imaging, 2011
Accurate positioning of magnetic microparticles beyond the spatial resolution of clinical MRI scanners using susceptibility artifacts.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Self-Calibration of Biplanar Radiographic Images Through Geometric Spine Shape Descriptors.
IEEE Trans. Biomed. Eng., 2010
IEEE Trans. Biomed. Eng., 2010
Prediction of scoliosis progression with serial three-dimensional spinal curves and the artificial progression surface technique.
Medical Biol. Eng. Comput., 2010
Active self-calibration of thoracoscopic images for assisted minimally invasive spinal surgery.
Proceedings of the Medical Imaging 2010: Visualization, 2010
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Prediction of scoliosis curve type based on the analysis of trunk surface topography.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Spatio-temporal segmentation of the heart in 4D MRI images using graph cuts with motion cues.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010
2009
Personalized X-Ray 3-D Reconstruction of the Scoliotic Spine From Hybrid Statistical and Image-Based Models.
IEEE Trans. Medical Imaging, 2009
Texture Analysis for Automatic Segmentation of Intervertebral Disks of Scoliotic Spines From MR Images.
IEEE Trans. Inf. Technol. Biomed., 2009
3D reconstruction of the human spine from radiograph(s) using a multi-body statistical model.
Proceedings of the Medical Imaging 2009: Visualization, 2009
Segmentation of Scoliotic Spine Silhouettes from Enhanced Biplanar X-Rays Using a Prior Knowledge Bayesian Framework.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009
2008
Geometric Variability of the Scoliotic Spine Using Statistics on Articulated Shape Models.
IEEE Trans. Medical Imaging, 2008
IEEE Trans. Biomed. Eng., 2008
Comput. Medical Imaging Graph., 2008
A statistical image-based approach for the 3D reconstruction of the scoliotic spine from biplanar radiographs.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Automatic Detection of the Back Valley on Scoliotic Trunk Using Polygonal Surface Curvature.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008
Proceedings of the 4th International Symposium on Computational Aesthetics in Graphics, 2008
2007
A Novel System for the 3-D Reconstruction of the Human Spine and Rib Cage From Biplanar X-Ray Images.
IEEE Trans. Biomed. Eng., 2007
A versatile 3D reconstruction system of the spine and pelvis for clinical assessment of spinal deformities.
Medical Biol. Eng. Comput., 2007
Comput. Medical Imaging Graph., 2007
Large deformation registration of contrast-enhanced images with volume-preserving constraint.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007
Towards Segmentation of Pedicles on Posteroanterior X-Ray Views of Scoliotic Patients.
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
2006
Comput. Medical Imaging Graph., 2006
3D anatomical variability assessment of the scoliotic spine using statistics on Lie groups.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Principal Spine Shape Deformation Modes Using Riemannian Geometry and Articulated Models.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006
2005
Accuracy assessment of human trunk surface 3D reconstructions from an optical digitising system.
Medical Biol. Eng. Comput., 2005
Prediction of anterior scoliotic spinal curve from trunk surface using support vector regression.
Eng. Appl. Artif. Intell., 2005
Bayesian Differentiation of Multi-scale Line-Structures for Model-Free Instrument Segmentation in Thoracoscopic Images.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005
Segmentation of Laparoscopic Images: Integrating Graph-Based Segmentation and Multistage Region Merging.
Proceedings of the Second Canadian Conference on Computer and Robot Vision (CRV 2005), 2005
2004
Three-dimensional (3-D) reconstruction of the spine from a single X-ray image and prior vertebra models.
IEEE Trans. Biomed. Eng., 2004
2003
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003
Proceedings of the Seventh International Conference on Digital Image Computing: Techniques and Applications, 2003
1999
Towards the Self-Calibration of A Multiview Radiographic Imaging System for the 3D Reconstruction of the Human Spine and Rib Cage.
Int. J. Pattern Recognit. Artif. Intell., 1999