Fabrice Mériaudeau

Orcid: 0000-0002-8656-9913

Affiliations:
  • University of Burgundy, Le2I Laboratory


According to our database1, Fabrice Mériaudeau authored at least 214 papers between 2000 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
RFMiD: Retinal Image Analysis for multi-Disease Detection challenge.
Medical Image Anal., 2025

2024
Multi-modality multi-label ocular abnormalities detection with transformer-based semantic dictionary learning.
Medical Biol. Eng. Comput., November, 2024

Placental vessel segmentation and registration in fetoscopy: Literature review and MICCAI FetReg2021 challenge findings.
Medical Image Anal., February, 2024

MiSuRe is all you need to explain your image segmentation.
CoRR, 2024

A Guided Tour of Post-hoc XAI Techniques in Image Segmentation.
Proceedings of the Explainable Artificial Intelligence, 2024

2023
Joint network for specular highlight detection and adversarial generation of specular-free images trained with polarimetric data.
Neurocomputing, November, 2023

Automatic uncertainty-based quality controlled T1 mapping and ECV analysis from native and post-contrast cardiac T1 mapping images using Bayesian vision transformer.
Medical Image Anal., May, 2023

A Tumour and Liver Automatic Segmentation (ATLAS) Dataset on Contrast-Enhanced Magnetic Resonance Imaging for Hepatocellular Carcinoma.
Data, May, 2023

HiDAnet: RGB-D Salient Object Detection via Hierarchical Depth Awareness.
IEEE Trans. Image Process., 2023

A Retinal Oct-Angiography and Cardiovascular STAtus (RASTA) Dataset of Swept-Source Microvascular Imaging for Cardiovascular Risk Assessment.
Data, 2023

Automatic Segmentation of Histological Images of Mouse Brains.
Algorithms, 2023

Can SegFormer be a True Competitor to U-Net for Medical Image Segmentation?
Proceedings of the Medical Image Understanding and Analysis - 27th Annual Conference, 2023

A study of attention information from transformer layers in hybrid medical image segmentation networks.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

Multi-label ocular abnormalities detection with semantic dictionary learning.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023

NesT UNet: pure transformer segmentation network with an application for automatic cardiac myocardial infarction evaluation.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023

Seg-XRes-CAM: Explaining Spatially Local Regions in Image Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
The PolarLITIS Dataset: Road Scenes Under Fog.
IEEE Trans. Intell. Transp. Syst., 2022

EDR-Net: Lightweight Deep Neural Network Architecture for Detecting Referable Diabetic Retinopathy.
IEEE Trans. Biomed. Circuits Syst., 2022

An Improved 3D Deep Learning-Based Segmentation of Left Ventricular Myocardial Diseases from Delayed-Enhancement MRI with Inclusion and Classification Prior Information U-Net (ICPIU-Net).
Sensors, 2022

SpecSeg Network for Specular Highlight Detection and Segmentation in Real-World Images.
Sensors, 2022

A central multimodal fusion framework for outdoor scene image segmentation.
Multim. Tools Appl., 2022

Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge.
Medical Image Anal., 2022

Effective multiscale deep learning model for COVID19 segmentation tasks: A further step towards helping radiologist.
Neurocomputing, 2022

Physically-admissible polarimetric data augmentation for road-scene analysis.
Comput. Vis. Image Underst., 2022

FetReg2021: A Challenge on Placental Vessel Segmentation and Registration in Fetoscopy.
CoRR, 2022

MFCC-based Recurrent Neural Network for automatic clinical depression recognition and assessment from speech.
Biomed. Signal Process. Control., 2022

Road Scene Analysis: A Study of Polarimetric and Color-based Features under Various Adverse Weather Conditions.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Automatic Cardiac Magnetic Resonance Respiratory Motions Assessment and Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

Automatic Quality Assessment of Cardiac MR Images with Motion Artefacts Using Multi-task Learning and K-Space Motion Artefact Augmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

Using Polynomial Loss and Uncertainty Information for Robust Left Atrial and Scar Quantification and Segmentation.
Proceedings of the Left Atrial and Scar Quantification and Segmentation - First Challenge, 2022

Microaneurysms Detection in Color Fundus Image with Feature-based Background Suppression.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

NENet: Nested EfficientNet and adversarial learning for joint optic disc and cup segmentation.
Medical Image Anal., 2021

Non-linear active disturbance rejection control for upper limb rehabilitation exoskeleton.
J. Syst. Control. Eng., 2021

Deep multimodal fusion for semantic image segmentation: A survey.
Image Vis. Comput., 2021

Retinal Fundus Multi-Disease Image Dataset (RFMiD): A Dataset for Multi-Disease Detection Research.
Data, 2021

Towards urban scenes understanding through polarization cues.
CoRR, 2021

Recent Automatic Segmentation Algorithms of MRI Prostate Regions: A Review.
IEEE Access, 2021

A Machine Learning Label-Free Method for Underwater Acoustic OFDM Channel Estimations.
Proceedings of the WUWNet'21: The 15th International Conference on Underwater Networks & Systems, Shenzhen, Guangdong, China, November 22, 2021

Using MRI-specific Data Augmentation to Enhance the Segmentation of Right Ventricle in Multi-disease, Multi-center and Multi-view Cardiac MRI.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021

Efficient Multi-model Vision Transformer Based on Feature Fusion for Classification of DFUC2021 Challenge.
Proceedings of the Diabetic Foot Ulcers Grand Challenge - Second Challenge, 2021

Leveraging Uncertainty Estimates to Improve Segmentation Performance in Cardiac MR.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021

Multimodal Polarimetric And Color Fusion For Road Scene Analysis In Adverse Weather Conditions.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

An Automated Adaptive Focus Pipeline for Reflectance Transformation Imaging.
Proceedings of the 3D Imaging and Applications 2021, online, January 11-28, 2021, 2021

2020
Evaluation of Deep Neural Networks for Semantic Segmentation of Prostate in T2W MRI.
Sensors, 2020

Improved Active Disturbance Rejection Control for Trajectory Tracking Control of Lower Limb Robotic Rehabilitation Exoskeleton.
Sensors, 2020

Automated facial video-based recognition of depression and anxiety symptom severity: cross-corpus validation.
Mach. Vis. Appl., 2020

IDRiD: Diabetic Retinopathy - Segmentation and Grading Challenge.
Medical Image Anal., 2020

Emidec: A Database Usable for the Automatic Evaluation of Myocardial Infarction from Delayed-Enhancement Cardiac MRI.
Data, 2020

Segmentation of the Myocardium on Late-Gadolinium Enhanced MRI based on 2.5 D Residual Squeeze and Excitation Deep Learning Model.
CoRR, 2020

Deep learning architectures analysis for age-related macular degeneration segmentation on optical coherence tomography scans.
Comput. Methods Programs Biomed., 2020

Automatic segmentation of tumors and affected organs in the abdomen using a 3D hybrid model for computed tomography imaging.
Comput. Biol. Medicine, 2020

Functional Near-Infrared Spectroscopy Adaptive Cognitive Training System (FACTS) for Cognitive Underload and Overload Prevention: A Feasibility Study.
IEEE Access, 2020

Retinal Fluid Segmentation Using Ensembled 2-Dimensionally and 2.5-Dimensionally Deep Learning Networks.
IEEE Access, 2020

Efficient 3D Deep Learning for Myocardial Diseases Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020

A 3D deep learning approach based on Shape Prior for automatic segmentation of myocardial diseases.
Proceedings of the Tenth International Conference on Image Processing Theory, 2020

Segmentation of Prostate in MRI Images Using Depth Separable Convolution Operations.
Proceedings of the Intelligent Human Computer Interaction, 2020

A deep learning approach for the segmentation of myocardial diseases.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

P2D: a self-supervised method for depth estimation from polarimetry.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Polarimetric image augmentation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Multiscale Attention-Based Prototypical Network For Few-Shot Semantic Segmentation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Incorporating Depth Information into Few-Shot Semantic Segmentation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Retinal Fluids Segmentation Using Volumetric Deep Neural Networks on Optical Coherence Tomography Scans.
Proceedings of the 10th IEEE International Conference on Control System, 2020

Performance Evaluation Of Convolutions And Atrous Convolutions In Deep Networks For Retinal Disease Segmentation On Optical Coherence Tomography Volumes.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

A new multimodal RGB and polarimetric image dataset for road scenes analysis.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Indian Diabetic Retinopathy Image Dataset (IDRiD).
Dataset, November, 2019

Automatic Assessment of Depression Based on Visual Cues: A Systematic Review.
IEEE Trans. Affect. Comput., 2019

Enhanced Sensitivity of Surface Plasmon Resonance Biosensor Functionalized with Doped Polyaniline Composites for the Detection of Low-Concentration Acetone Vapour.
J. Sensors, 2019

Special Section Guest Editorial: Advanced and Intelligent Vision Systems.
J. Electronic Imaging, 2019

Classification of diabetes-related retinal diseases using a deep learning approach in optical coherence tomography.
Comput. Methods Programs Biomed., 2019

An Improved Calibration Technique for Polarization Images.
IEEE Access, 2019

A Review of Biosensors for Non-Invasive Diabetes Monitoring and Screening in Human Exhaled Breath.
IEEE Access, 2019

Road scenes analysis in adverse weather conditions by polarization-encoded images and adapted deep learning.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018
Heuristic optimization-based wave kernel descriptor for deformable 3D shape matching and retrieval.
Signal Image Video Process., 2018

Salient objects detection in dynamic scenes using color and texture features.
Multim. Tools Appl., 2018

Indian Diabetic Retinopathy Image Dataset (IDRiD): A Database for Diabetic Retinopathy Screening Research.
Data, 2018

Retinal image analysis for disease screening through local tetra patterns.
Comput. Biol. Medicine, 2018

Event-Related Potential Responses of Motorcyclists Towards Rear End Collision Warning System.
IEEE Access, 2018

Subsea Pipeline Corrosion Estimation by Restoring and Enhancing Degraded Underwater Images.
IEEE Access, 2018

Glaucoma Diagnosis from Eye Fundus Images Based on Deep Morphometric Feature Estimation.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

OCT-NET: A convolutional network for automatic classification of normal and diabetic macular edema using sd-oct volumes.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Polarization-Based Car Detection.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Machine Learning and Deep Learning approaches for Retinal Disease Diagnosis.
Proceedings of the Empowering Smart Technology in Digital Era for a Better Life: The 3rd International Conference on Computer Science and Computational Intelligence, 2018

Optimizing Mental Workload by Functional Near-Infrared Spectroscopy Based Dynamic Difficulty Adjustment.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Fusing Results of Several Deep Learning Architectures for Automatic Classification of Normal and Diabetic Macular Edema in Optical Coherence Tomography.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
An advanced global point signature for 3D shape recognition and retrieval.
Signal Process. Image Commun., 2017

Rear-end vision-based collision detection system for motorcyclists.
J. Electronic Imaging, 2017

Machine vision for timber grading singularities detection and applications.
J. Electronic Imaging, 2017

Quantitative comparison of motion history image variants for video-based depression assessment.
EURASIP J. Image Video Process., 2017

An anomaly detection approach for the identification of DME patients using spectral domain optical coherence tomography images.
Comput. Methods Programs Biomed., 2017

Localization of optic disc and fovea in retinal images using intensity based line scanning analysis.
Comput. Biol. Medicine, 2017

Heart rate estimation using facial video: A review.
Biomed. Signal Process. Control., 2017

Underwater 3-D Scene Reconstruction Using Kinect v2 Based on Physical Models for Refraction and Time of Flight Correction.
IEEE Access, 2017

Motorcyclists safety system to avoid rear end collisions based on acoustic signatures.
Proceedings of the Thirteenth International Conference on Quality Control by Artificial Vision, 2017

Studying the response of drivers against different collision warning systems: a review.
Proceedings of the Thirteenth International Conference on Quality Control by Artificial Vision, 2017

Underwater 3D scanning using Kinect v2 time of flight camera.
Proceedings of the Thirteenth International Conference on Quality Control by Artificial Vision, 2017

Dynamic optimization of mental workload in fNIRS-BCI system for cognitive rehabilitation.
Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017

Deep-learning: A potential method for tuberculosis detection using chest radiography.
Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017

Mammogram classification using deep learning features.
Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017

Transfer learning for Diabetic Macular Edema (DME) detection on Optical Coherence Tomography (OCT) images.
Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017

Classification of SD-OCT images using a Deep learning approach.
Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017

Facial geometry and speech analysis for depression detection.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Computer-aided detection for prostate cancer detection based on multi-parametric magnetic resonance imaging.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Effect of motion artifact on digital camera based heart rate measurement.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Peer to peer trade in HTM5 meta model for agent oriented cloud robotic systems.
Peer-to-Peer Netw. Appl., 2016

Preliminary Evaluation of a Web-Oriented Assessment Tool for Emotion Recognition.
Proceedings of the pHealth 2016, 2016

Depression Assessment by Fusing High and Low Level Features from Audio, Video, and Text.
Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016

Classification of SD-OCT volumes for DME detection: an anomaly detection approach.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

Classification of melanoma lesions using sparse coded features and random forests.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

Normalization of T2W-MRI prostate images using Rician a priori.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

On spatio-temporal saliency detection in videos using multilinear PCA.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Classifying DME vs normal SD-OCT volumes: A review.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Video-based depression detection using local Curvelet binary patterns in pairwise orthogonal planes.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Classification of SD-OCT volumes with multi pyramids, LBP and HOG descriptors: Application to DME detections.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Tackling the Problem of Data Imbalancing for Melanoma Classification.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

2015
Reproducibility of multiphase pseudo-continuous arterial spin labeling and the effect of post-processing analysis methods.
NeuroImage, 2015

A 3-Bit Pseudo Flash ADC Based Low-Power CMOS Interface Circuit Design for Optical Sensor.
J. Low Power Electron., 2015

Special Section Guest Editorial: Special Section on Quality Control by Artificial Vision: Nonconventional Imaging Systems.
J. Electronic Imaging, 2015

Computer-aided detection of cerebral microbleeds in susceptibility-weighted imaging.
Comput. Medical Imaging Graph., 2015

Discrimination of retinal images containing bright lesions using sparse coded features and SVM.
Comput. Biol. Medicine, 2015

Computer-Aided Detection and diagnosis for prostate cancer based on mono and multi-parametric MRI: A review.
Comput. Biol. Medicine, 2015

Automatic Detection and Tracking of Animal Sperm Cells in Microscopy Images.
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

Bag of words representation and SVM classifier for timber knots detection on color images.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Automatic discrimination of color retinal images using the bag of words approach.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Designing a framework for assisting depression severity assessment from facial image analysis.
Proceedings of the 2015 IEEE International Conference on Signal and Image Processing Applications, 2015

Keynote speech 3: Computer aided diagnosis for retina related diseases.
Proceedings of the 2015 IEEE International Conference on Signal and Image Processing Applications, 2015

Multiple features extraction for timber defects detection and classification using SVM.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Subcutaneous veins depth estimation method using Monte Carlo simulations.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

2014
Automated detection of microaneurysms using scale-adapted blob analysis and semi-supervised learning.
Comput. Methods Programs Biomed., 2014

SIFT Texture Description for Understanding Breast Ultrasound Images.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

Efficient machine learning framework for computer-aided detection of cerebral microbleeds using the Radon transform.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Spatio-temporal Saliency Detection in Dynamic Scenes Using Local Binary Patterns.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Adaptive Feature Selection for Object Tracking with Particle Filter.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

Compressed VFH descriptor for 3D object classification.
Proceedings of the 3DTV-Conference 2014: The True Vision, 2014

2013
A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images.
Medical Image Anal., 2013

Statistical atlas based exudate segmentation.
Comput. Medical Imaging Graph., 2013

Steerable wavelet transform for atlas based retinal lesion segmentation.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Automated detection of microaneurysms using robust blob descriptors.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

Exudate segmentation on retinal atlas space.
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

Multispectral venous images analysis for optimum illumination selection.
Proceedings of the IEEE International Conference on Image Processing, 2013

A performance evaluation of fusion techniques for spatio-temporal saliency detection in dynamic scenes.
Proceedings of the IEEE International Conference on Image Processing, 2013

Gestalt-inspired features extraction for object category recognition.
Proceedings of the IEEE International Conference on Image Processing, 2013

Automatic detection of small spherical lesions using multiscale approach in 3D medical images.
Proceedings of the IEEE International Conference on Image Processing, 2013

Validation of microaneurysm-based diabetic retinopathy screening across retina fundus datasets.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

Noise Robustness Analysis of Point Cloud Descriptors.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2012
Detecting global and local hippocampal shape changes in Alzheimer's disease using statistical shape models.
NeuroImage, 2012

A spline-based non-linear diffeomorphism for multimodal prostate registration.
Medical Image Anal., 2012

Exudate-based diabetic macular edema detection in fundus images using publicly available datasets.
Medical Image Anal., 2012

Review and comparison of non-conventional imaging systems for three-dimensional digitization of transparent objects.
J. Electronic Imaging, 2012

A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images.
Comput. Methods Programs Biomed., 2012

Prostate multimodality image registration based on B-splines and quadrature local energy.
Int. J. Comput. Assist. Radiol. Surg., 2012

Statistical shape and texture model of quadrature phase information for prostate segmentation.
Int. J. Comput. Assist. Radiol. Surg., 2012

Consistent estimation of shape parameters in statistical shape model by symmetric EM algorithm.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

A shape-based statistical method to retrieve 2D TRUS-MR slice correspondence for prostate biopsy.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

A hybrid framework of multiple active appearance models and global registration for 3D prostate segmentation in MRI.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Automatic Seed Placement for Breast Lesion Segmentation on US Images.
Proceedings of the Breast Imaging, 2012

An SVD-based approach for ghost detection and removal in high dynamic range images.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Spectral clustering to model deformations for fast multimodal prostate registration.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Graph cut energy minimization in a probabilistic learning framework for 3D prostate segmentation in MRI.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

A Mumford-Shah functional based variational model with contour, shape, and probability prior information for prostate segmentation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Weighted likelihood function of multiple statistical parameters to retrieve 2D TRUS-MR slice correspondence for prostate biopsy.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A coupled schema of probabilistic atlas and statistical shape and appearance model for 3D prostate segmentation in MR images.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Joint probability of shape and image similarities to retrieve 2D TRUS-MR slice correspondence for prostate biopsy.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Spectral clustering of shape and probability prior models for automatic prostate segmentation.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Automated inspection of tubular material based on magnetic particle inspection.
Proceedings of the Image Processing: Machine Vision Applications V, 2012

A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

2011
Textureless Macula Swelling Detection With Multiple Retinal Fundus Images.
IEEE Trans. Biomed. Eng., 2011

Atlas selection strategy in multi-atlas segmentation propagation with locally weighted voting using diversity-based MMR re-ranking.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Detecting hippocampal shape changes in Alzheimer's disease using statistical shape models.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Prostate segmentation with local binary patterns guided active appearance models.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

A comparison of thin-plate splines with automatic correspondences and B-splines with uniform grids for multimodal prostate registration.
Proceedings of the Medical Imaging 2011: Visualization, 2011

Multiple Mean Models of Statistical Shape and Probability Priors for Automatic Prostate Segmentation.
Proceedings of the Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, 2011

Atlas selection strategy using least angle regression in multi-atlas segmentation propagation.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Automatic retina exudates segmentation without a manually labelled training set.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Automatic quality enhancement and nerve fibre layer artefacts removal in retina fundus images by off axis imaging.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A probabilistic framework for automatic prostate segmentation with a statistical model of shape and appearance.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Microaneurysm detection with radon transform-based classification on retina images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A Non-Linear Diffeomorphic Framework for Prostate Multimodal Registration.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Statistical Shape and Probability Prior Model for Automatic Prostate Segmentation.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Automatic Brain Tumour Segmentation in 18F-FDOPA PET Using PET/MRI Fusion.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

2010
3-D Scanning of Nonopaque Objects by Means of Imaging Emitted Structured Infrared Patterns.
IEEE Trans. Instrum. Meas., 2010

A Comparative Study of Feature Extraction Methods for Wood Texture Classification.
Proceedings of the Sixth International Conference on Signal-Image Technology and Internet-Based Systems, 2010

A Thin-Plate Spline Based Multimodal Prostate Registration with Optimal Correspondences.
Proceedings of the Sixth International Conference on Signal-Image Technology and Internet-Based Systems, 2010

Prostate Segmentation with Texture Enhanced Active Appearance Model.
Proceedings of the Sixth International Conference on Signal-Image Technology and Internet-Based Systems, 2010

Microaneurysms detection with the radon cliff operator in retinal fundus images.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Increasing Power to Predict Mild Cognitive Impairment Conversion to Alzheimer's Disease Using Hippocampal Atrophy Rate and Statistical Shape Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Texture Guided Active Appearance Model Propagation for Prostate Segmentation.
Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010

Supervised method to build an atlas database for multi-atlas segmentation-propagation.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, 2010

Lesion Segmentation in Breast Sonography.
Proceedings of the Digital Mammography, 2010

Non Contact 3D Measurement Scheme for Transparent Objects Using UV Structured light.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

3D reconstruction of transparent objects exploiting surface fluorescence caused by UV irradiation.
Proceedings of the International Conference on Image Processing, 2010

Using visual saliency for object tracking with particle filters.
Proceedings of the 18th European Signal Processing Conference, 2010

Multimodal Prostate Registration Using Thin-Plate Splines from Automatic Correspondences.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

2009
3D and multispectral imaging for subcutaneous veins detection.
Proceedings of the International Conference on Image Processing, 2009

A 3D Scanner for Transparent Glass.
Proceedings of the Image Analysis and Processing, 2009

2008
Surface Reconstruction of Transparent Objects by Polarization Imaging.
Proceedings of the 4th IEEE International Conference on Signal Image Technology and Internet Based Systems, 2008

Geometric-Based Segmentation of Polarization-Encoded Images.
Proceedings of the 4th IEEE International Conference on Signal Image Technology and Internet Based Systems, 2008

Improving light propagation Monte Carlo simulations with accurate 3D modeling of skin tissue.
Proceedings of the International Conference on Image Processing, 2008

Noise estimation of polarization-encoded images by Peano-Hilbert fractal path.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Regularization Preserving Localization of Close Edges.
IEEE Signal Process. Lett., 2007

Real time multispectral high temperature measurement: Application to control in the industry.
Image Vis. Comput., 2007

Combining near-infrared illuminants to optimize venous imaging.
Proceedings of the Medical Imaging 2007: Visualization and Image-Guided Procedures, 2007

Atmospheric Turbulence Effects Removal on Infrared Sequences Degraded by Local Isoplanatism.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

2006
Real-time flaw detection on a complex object: comparison of results using classification with a support vector machine, boosting, and hyperrectangle-based method.
J. Electronic Imaging, 2006

Near-infrared imaging and structured light ranging for automatic catheter insertion.
Proceedings of the Medical Imaging 2006: Visualization, 2006

2005
Distant horizontal ground observation: atmospheric perturbation simulation and image restoration.
Proceedings of the 1st International Conference on Signal-Image Technology and Internet-Based Systems, 2005

Classifier vote and Gabor filter banks for wafer segmentation.
Proceedings of the 2005 International Conference on Image Processing, 2005

Restoration of Images with Atmospheric Perturbation Simulation.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005

2004
Guest Editorial: Special Section on Quality Control by Artificial Vision.
J. Electronic Imaging, 2004

Content based segmentation of patterned wafers.
J. Electronic Imaging, 2004

Features extraction on complex images.
Proceedings of the 2004 International Conference on Image Processing, 2004

2002
Editorial.
EURASIP J. Adv. Signal Process., 2002

2001
Machine vision systems in the metallurgy industry.
J. Electronic Imaging, 2001

2000
Active infrared nondestructive testing for glue occlusion detection in plastic cap.
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000


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