Aly A. Farag

Affiliations:
  • University of Louisville, Department of Electrical and Computer Engineering


According to our database1, Aly A. Farag authored at least 282 papers between 1992 and 2023.

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

Awards

IEEE Fellow

IEEE Fellow 2014, "For contributions to image modeling and biomedical applications".

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2023
An Experimental Platform for Real-Time Students Engagement Measurements from Video in STEM Classrooms.
Sensors, February, 2023

Measuring Student Behavioral Engagement using Histogram of Actions.
CoRR, 2023

An Automatic Colorectal Polyps Detection Approach for Ct Colonography.
Proceedings of the IEEE International Conference on Image Processing, 2023

2022
An AI-Based Colonic Polyp Classifier for Colorectal Cancer Screening Using Low-Dose Abdominal CT.
Sensors, 2022

2021
Stabilising visualisation by reducing camera movements in virtual colonoscopy methods.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021

2020
Panoramic View of Human Jaw Under Ambiguity Intraoral Camera Movement.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
Frame Stitching in Human Oral Cavity Environment Using Intraoral Camera.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Measuring Student Engagement Level Using Facial Information.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018
Enhancing virtual colonoscopy with a new visualization measure.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Automatic extraction of interdental gingiva regions for accurate statistical shape from shading-based reconstruction of human jaw.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Fly-In Visualization for Virtual Colonoscopy.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Feature fusion for lung nodule classification.
Int. J. Comput. Assist. Radiol. Surg., 2017

Toward active and unobtrusive engagement assessment of distance learners.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

Facial action units detection under pose variations using deep regions learning.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2015
Helmholtz HSH-Based Basis: A Compact Phenomenological Representation of Arbitrary Reflectance.
Informatica, 2015

Learning a non-linear combination of Mahalanobis distances using statistical inference for similarity measure.
IET Comput. Vis., 2015

Revamped fly-over for accurate colon visualisation in virtual colonoscopy.
IET Comput. Vis., 2015

Vertebral body segmentation using a probabilistic and universal shape model.
IET Comput. Vis., 2015

A facial features detector integrating holistic facial information and part-based model.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Heat diffusion over weighted manifolds: A new descriptor for textured 3D non-rigid shapes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Appearance-based approach for complete human jaw shape reconstruction.
IET Comput. Vis., 2014

Image irradiance harmonics: a phenomenological model of image irradiance of arbitrary surface reflectance.
IET Comput. Vis., 2014

Probabilistic shape-based segmentation method using level sets.
IET Comput. Vis., 2014

Shape-from-shading using sensor and physical object characteristics applied to human teeth surface reconstruction.
IET Comput. Vis., 2014

Vertebral body segmentation with prior shape constraints for accurate BMD measurements.
Comput. Medical Imaging Graph., 2014

A Unified Framework for Automated Colon Segmentation.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2014

A Novel Visualization Technique for Virtual Colonoscopy Using One-Sided Transparency.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2014

Statistical morphable model for human teeth restoration.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Pedestrian detection using mixed partial derivative based histogram of oriented gradients.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Selective part models for detecting partially occluded faces in the wild.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

One-sided transparency: A novel visualization for tubular objects.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Better Shading for Better Shape Recovery.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014


2013
A Novel Approach for Lung Nodules Segmentation in Chest CT Using Level Sets.
IEEE Trans. Image Process., 2013

Shape Representation and Registration in Vector Implicit Spaces: Adopting a Closed-Form Solution in the Optimization Process.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Automatic Detection of 2D and 3D Lung Nodules in Chest Spiral CT Scans.
Int. J. Biomed. Imaging, 2013

Towards efficient image irradiance modelling of convex Lambertian surfaces under single viewpoint and frontal illumination.
IET Comput. Vis., 2013

Face recognition in low resolution thermal images.
Comput. Vis. Image Underst., 2013

Improved Colon Navigation for Efficient Polyp Detection in Virtual Colonoscopy.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013

2D-PCA Shape Models: Application to 3D Reconstruction of the Human Teeth from a Single Image.
Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013

Clinically desired segmentation method for vertebral bodies.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

An interactive educational drawing system using a humanoid robot and light polarization.
Proceedings of the IEEE International Conference on Image Processing, 2013

A 3D reconstruction of the human jaw from a single image.
Proceedings of the IEEE International Conference on Image Processing, 2013

Novel variational approach for the perspective shape from shading problem using calibrated images.
Proceedings of the IEEE International Conference on Image Processing, 2013

Deformable models for random small-size objects: Case of lung nodules in CT tomography.
Proceedings of the IEEE International Conference on Acoustics, 2013

A Non-invasive Method for Measuring Blood Flow Rate in Superficial Veins from a Single Thermal Image.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

A Fully Automatic Method to Extract the Heart Rate from Thermal Video.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Analytic Bilinear Appearance Subspace Construction for Modeling Image Irradiance under Natural Illumination and Non-Lambertian Reflectance.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Long term facial parts tracking in thermal imaging for uncooperative emotion recognition.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

Heat front propagation contours for 3D face recognition.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

SHREC'13 Track: Retrieval of Objects Captured with Low-Cost Depth-Sensing Cameras.
Proceedings of the 6th Eurographics Workshop on 3D Object Retrieval, 2013


2012
Model-Based Human Teeth Shape Recovery from a Single Optical Image with Unknown Illumination.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012

An AAM-based detection approach of lung nodules from LDCT scans.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Direct method for shape recovery from polarization and shading.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Computationally light forehead segmentation from thermal images.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Modeling image irradiance under natural illumination and isotropic surface reflectance.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Can lens distortion be calibrated from an image of a smooth, textureless Lambertian surface?
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Occlusal surface reconstruction of human teeth from a single image based on object and sensor physical characteristics.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Complex Bingham Distribution for Facial Feature Detection.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Pose Invariant Approach for Face Recognition at Distance.
Proceedings of the Computer Vision - ECCV 2012, 2012

3D Object Classification Using Scale Invariant Heat Kernels with Collaborative Classification.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Fully automated 3D colon segmentation for early detection of colorectal cancer based on convex formulation of the active contour model.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Face detection at a distance using saliency maps.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

A passive stereo system for 3D human face reconstruction and recognition at a distance.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Realistic 3D reconstruction of the human teeth using shape from shading with shape priors.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Dynamic Weighting of Facial Features for Automatic Pose-Invariant Face Recognition.
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012

Non-Lambertian Model-based Facial Shape Recovery from Single Image Under Unknown General Illumination.
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012

What Can an Image of a Smooth Lambertian Surface Tell About Camera Nonlinearity?
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012

Heat Kernels for Non-Rigid Shape Retrieval: Sparse Representation and Efficient Classification.
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012

New Approach for Classification of Autistic vs. Typically Developing Brain Using White Matter Volumes.
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012

Rejecting pseudo-faces using the likelihood of facial features and skin.
Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012

Passive single image-based approach for camera steering in face recognition at-a-distance applications.
Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012

2011
Parallel Computation in Medical Imaging Applications.
Int. J. Biomed. Imaging, 2011

Solving Geometric Co-registration Problem of Multi-spectral Remote Sensing Imagery Using SIFT-Based Features toward Precise Change Detection.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

Evaluation of geometric feature descriptors for detection and classification of lung nodules in low dose CT scans of the chest.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Segmentation of vertebrae using level sets with expectation maximization algorithm.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

A new segmentation and registration approach for vertebral body analysis.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Variational approach for segmentation of lung nodules.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

On the use of hemispherical harmonics for modeling images of objects under unknown distant illumination.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A fuzzy framework with prior information unifying registration, segmentation and bias field correction of brain MRI.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A novel probabilistic simultaneous segmentation and registration using level set.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A new shape based segmentation framework using statistical and variational methods.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Elastic shape registration using an incremental free form deformation approach with the ICP algorithm.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A 3D human teeth database construction based on a point-based shape registration.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Probabilistic shape-based segmentation using level sets.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Towards accurate and efficient representation of image irradiance of convex-Lambertian objects under unknown near lighting.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Model-based 3D shape recovery from single images of unknown pose and illumination using a small number of feature points.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011


Simultaneous identification and tracking of moving targets.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Modeling Lambertian Surfaces Under Unknown Distant Illumination Using Hemispherical Harmonics.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2011

Illumination-invariant Statistical Shape Recovery with Contiguous Occlusion.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2011

Towards Efficient and Compact Phenomenological Representation of Arbitrary Bidirectional Surface Reflectance.
Proceedings of the British Machine Vision Conference, 2011

Novel Image-Based 3D Reconstruction of the Human Jaw using Shape from Shading and Feature Descriptors.
Proceedings of the British Machine Vision Conference, 2011

2010
Toward Precise Pulmonary Nodule Descriptors for Nodule Type Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Surface Modeling of the Corpus Callosum from MRI Scans.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Feature-Based Lung Nodule Classification.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Face Recognition at-a-Distance Using Texture, Dense- and Sparse-Stereo Reconstruction.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Data-Driven Lung Nodule Models for Robust Nodule Detection in Chest CT.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

3D Vertebral Body Segmentation Using Shape Based Graph Cuts.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

3D Vertebrae Segmentation in CT Images with Random Noises.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

3D face recovery from intensities of general and unknown lighting using Partial Least Squares.
Proceedings of the International Conference on Image Processing, 2010

Robust segmentation of lung tissue in chest CT scanning.
Proceedings of the International Conference on Image Processing, 2010

Statistical modeling of the lung nodules in low dose computed tomography scans of the chest.
Proceedings of the International Conference on Image Processing, 2010

Shape from shading for hybrid surfaces as applied to tooth reconstruction.
Proceedings of the International Conference on Image Processing, 2010

An automated vertebra identification and segmentation in CT images.
Proceedings of the International Conference on Image Processing, 2010

3D vertebrae segmentation using graph cuts with shape prior constraints.
Proceedings of the International Conference on Image Processing, 2010

A novel, fast, and complete 3D segmentation of vertebral bones.
Proceedings of the IEEE International Conference on Acoustics, 2010

Extraction of the superficial facial vasculature, vital signs waveforms and rates using thermal imaging.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Face recognition at-a-distance using texture and sparse-stereo reconstruction.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

2009
Variational Curve Skeletons Using Gradient Vector Flow.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

PDE-based robust robotic navigation.
Image Vis. Comput., 2009

A Framework for Long Distance Face Recognition Using Dense - and Sparse-Stereo Reconstruction.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Lung Nodule Modeling - A Data-Driven Approach.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

A Novel 3D Segmentation of Vertebral Bones from Volumetric CT Images Using Graph Cuts.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Accurate and Fast 3D Colon Segmentation in CT Colonography.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Model-based shape recovery from single images of general and unknown lighting.
Proceedings of the International Conference on Image Processing, 2009

Distant face recognition based on sparse-stereo reconstruction.
Proceedings of the International Conference on Image Processing, 2009

On clinical validation of Fly-Over visualization technique for virtual colonoscopy.
Proceedings of the International Conference on Image Processing, 2009

A variational framework for 3D colonic polyp visualization in virtual colonoscopy.
Proceedings of the International Conference on Image Processing, 2009

Segmentation of trabecular bones from Vertebral bodies in volumetric CT spine images.
Proceedings of the International Conference on Image Processing, 2009

Face recognition at-a-distance based on sparse-stereo reconstruction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

2008
Curvature Flow Based 3D Surface Evolution Model for Polyp Detection and Visualization in CT Colonography.
Proceedings of the Computational Intelligence in Biomedicine and Bioinformatics, 2008

Validation of Finite Element Models of Liver Tissue Using Micro-CT.
IEEE Trans. Biomed. Eng., 2008

Robust segmentation of tubular structures in medical images.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Noise Analysis of a SFS Algorithm Formulated under Various Imaging Conditions.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

A Novel Shape Registration Framework and Its Application to 3D Face Recognition in the Presence of Expressions.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Automatic Lung Segmentation of Volumetric Low-Dose CT Scans Using Graph Cuts.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Analytical method for MGRF Potts model parameter estimation.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A novel stability quantification of detected interest points in scale-space.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A fast level set algorithm for shape-based segmentation with multiple selective priors.
Proceedings of the International Conference on Image Processing, 2008

Gaussian curvature flowmodel for colonic polyp detection in CT colonography.
Proceedings of the International Conference on Image Processing, 2008

Density estimation using a new AIC-type criterion and the EM algorithm for a linear combination of Gaussians.
Proceedings of the International Conference on Image Processing, 2008

A novel framework for N-D multimodal image segmentation using graph cuts.
Proceedings of the International Conference on Image Processing, 2008

A new symmetric shape from shading algorithm with an application to 3-D face reconstruction.
Proceedings of the International Conference on Image Processing, 2008

Optimizing Binary MRFs with Higher Order Cliques.
Proceedings of the Computer Vision, 2008

A kidney segmentation approach from DCE-MRI using level sets.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
Curve/Surface Representation and Evolution Using Vector Level Sets with Application to the Shape-Based Segmentation Problem.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

MultiStencils Fast Marching Methods: A Highly Accurate Solution to the Eikonal Equation on Cartesian Domains.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Graph Cuts Framework for Kidney Segmentation with Prior Shape Constraints.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

A new color coding scheme for easy polyp visualization in CT-based virtual colonoscopy.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007

A New Statistical Model Combining Shape and Spherical Harmonics Illumination for Face Reconstruction.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

Classification Techniques for Autistic vs. Typically Developing Brain Using MRI Data.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

A New Variational Approach for 3d Shape Registration.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

A New Global Registration Approach of Medical Imaging Using Vector Maps.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

A Novel Framework for Accurate Lung Segmentation Using Graph Cuts.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

A Global-to-Local 2D Shape Registration in Implicit Spaces using Level Sets.
Proceedings of the International Conference on Image Processing, 2007

Elastic Registration of the Corpus Callosum.
Proceedings of the International Conference on Image Processing, 2007

On Cluster Validity Indexes in Fuzzy and Hard Clustering Algorithms for Image Segmentation.
Proceedings of the International Conference on Image Processing, 2007

Geometric Features Based Framework for Colonic Polyp Detection using a New Color Coding Scheme.
Proceedings of the International Conference on Image Processing, 2007

Shape from Shading for Hybrid Surfaces.
Proceedings of the International Conference on Image Processing, 2007

On the Extraction of Curve Skeletons using Gradient Vector Flow.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Shape Representation and Registration using Vector Distance Functions.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Thermal Imaging of the Superficial Temporal Artery: An Arterial Pulse Recovery Model.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Shape from Shading Under Various Imaging Conditions.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Precise segmentation of multimodal images.
IEEE Trans. Image Process., 2006

Cerebrovascular segmentation from TOF using stochastic models.
Medical Image Anal., 2006

Experiments on Robust Image Registration Using a Markov-Gibbs Appearance Model.
Proceedings of the Structural, 2006

Virtual Fly-Over: A New Visualization Technique for Virtual Colonoscopy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Appearance Models for Robust Segmentation of Pulmonary Nodules in 3D LDCT Chest Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

A New CAD System for the Evaluation of Kidney Diseases Using DCE-MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

A New Adaptive Probabilistic Model of Blood Vessels for Segmenting MRA Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

A Novel Approach for Image Alignment Using a Markov-Gibbs Appearance Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

An Improved 2D Colonic Polyp Segmentation Framework Based on Gradient Vector Flow Deformable Model.
Proceedings of the Medical Imaging and Augmented Reality, 2006

A framework for the detection of acute renal rejection with dynamic contrast enhanced magnetic resonance imaging.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Effect of minicolumnar disturbance on dyslexic brains: an MRI study.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Image Analysis of Renal DCE MRI for the Detection of Acute Renal Rejection.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Framework for Automatic Segmentation of Lung Nodules from Low Dose Chest CT Scans.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Probabilistic Modeling of Blood Vessels for Segmenting MRA Images.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Robust Image Registration Based on Markov-Gibbs Appearance Model.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Variational Approach for Shapes Registration Using Vector Maps.
Proceedings of the International Conference on Image Processing, 2006

Support Vector Machines for Camera Calibration Problem.
Proceedings of the International Conference on Image Processing, 2006

Fast Unsupervised Segmentation of 3D Magnetic Resonance Angiography.
Proceedings of the International Conference on Image Processing, 2006

Image Alignment Using Learning Prior Appearance Model.
Proceedings of the International Conference on Image Processing, 2006

New Deformable Registration Technique Using Scale Space and Curve Evolution Theory and A Finite Element Based Validation Framework.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

A Framework for Unsupervised Segmentation of Multi-modal Medical Images.
Proceedings of the Computer Vision Approaches to Medical Image Analysis, 2006

Accurate Tracking of Monotonically Advancing Fronts.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Level Set Segmentation Using Statistical Shape Priors.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Multiresolution Approach for Non-Contact Measurements of Arterial Pulse using Thermal Imaging.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

A New Formulation for Shape from Shading for Non-Lambertian Surfaces.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

CSIFT: A SIFT Descriptor with Color Invariant Characteristics.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
Nonmetric calibration of camera lens distortion: differential methods and robust estimation.
IEEE Trans. Image Process., 2005

A unified framework for MAP estimation in remote sensing image segmentation.
IEEE Trans. Geosci. Remote. Sens., 2005

Iterative Approximation of Empirical Grey-Level Distributions for Precise Segmentation of Multimodal Images.
EURASIP J. Adv. Signal Process., 2005

On the Performance Evaluation of 3D Reconstruction Techniques from a Sequence of Images.
EURASIP J. Adv. Signal Process., 2005

Virtual Forces for Camera Planning in Smart Vision Systems.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

MGRF Controlled Stochastic Deformable Model.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Cerebrovascular Segmentation by Accurate Probabilistic Modeling of TOF-MRA Images.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Validation Framework of the Finite Element Modeling of Liver Tissue.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Differential Fly-Throughs (DFT): A General Framework for Computing Flight Paths.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Quantitative Nodule Detection in Low Dose Chest CT Scans: New Template Modeling and Evaluation for CAD System Design.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

2D and 3D Shape Based Segmentation Using Deformable Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Automatic Cerebrovascular Segmentation by Accurate Probabilistic Modeling of TOF-MRA Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

PDE-Based Three Dimensional Path Planning for Virtual Endoscopy.
Proceedings of the Information Processing in Medical Imaging, 2005

Advanced algorithms for Bayesian classification in high dimensional spaces with applications in hyperspectral image segmentation.
Proceedings of the 2005 International Conference on Image Processing, 2005

Robust skeletonization using the fast marching method.
Proceedings of the 2005 International Conference on Image Processing, 2005

Stochastic segmentation of blood vessels from time-of-flight.
Proceedings of the 2005 International Conference on Image Processing, 2005

Robust robotic path planning using level sets.
Proceedings of the 2005 International Conference on Image Processing, 2005

A silhouette-contour based 3-D registration methodology as a pre-evaluation step of 3-D reconstruction techniques.
Proceedings of the 2005 International Conference on Image Processing, 2005

A Shape-Based Segmentation Approach: An Improved Technique Using Level Sets.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Variational-Based Method to Extract Parametric Shapes from Images.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Robust Centerline Extraction Framework Using Level Sets.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Unsupervised Segmentation of Multi-Modal Images by a Precise Approximation of Individual Modes with Linear Combinations of Discrete Gaussians.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Stochastic Deformable Model.
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

2004
Adaptive Segmentation of Multi-modal 3D Data Using Robust Level Set Techniques.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Automatic Detection and Recognition of Lung Abnormalities in Helical CT Images Using Deformable Templates.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Advanced Support Vector Machines for Image Modeling Using Gibbs-Markov Random Field.
Proceedings of the International Conference on Computational Intelligence, 2004

Expectation-Maximization for a Linear Combination of Gaussians.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Detection and Recognition of Lung Abnormalities Using Deformable Templates.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

A comparative study of statistical and neural methods for remote sensing image classification and decision fusion.
Proceedings of the 2004 International Conference on Image Processing, 2004

Detection and recognition of lung nodules in spiral ct images using deformable templates and bayesian post-classification.
Proceedings of the 2004 International Conference on Image Processing, 2004

Density estimation using modified expectation-maximization algorithm for a linear combination of gaussians.
Proceedings of the 2004 International Conference on Image Processing, 2004

Image content-based active sensor planning for a mobile trinocular active vision system.
Proceedings of the 2004 International Conference on Image Processing, 2004

3D reconstruction by integrating shape and range data with application in dentistry.
Proceedings of the Second IASTED International Conference on Circuits, 2004

Precise Image Segmentation by Iterative EM-Based Approximation of Empirical Grey Level Distributions with Linear Combinations of Gaussians.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

A Unified Framework for Performance Evaluation of 3-D Reconstruction Techniques.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Intensity and region-of-interest-based finite-element modeling of brain deformation.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004

Shape-based MRI data segmentation in the presence of intensity inhomogeneities using level sets.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004

Real-time vision-based approach for probe tracking in operating room.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004

2003
Robust Correspondence Methods For Stereo Vision.
Int. J. Pattern Recognit. Artif. Intell., 2003

Statistical-Based Approach for Extracting 3D Blood Vessels from TOF-MyRA Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Parameter Estimation for Bayesian Classification of Multispectral Data.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

MRA data segmentation using level sets.
Proceedings of the 2003 International Conference on Image Processing, 2003

Image segmentation using GMRF models: parameters estimation and applications.
Proceedings of the 2003 International Conference on Image Processing, 2003

Nonmetric Lens Distortion Calibration: Closed-form Solutions, Robust Estimation and Model Selection.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Automatic identification of lung abnormalities in chest spiral CT scans.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Two Sequential Stages Classifier for Multispectral Data.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

Statistically Robust Approach to Lens Distortion Calibration with Model Selection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

Cerebrovascular segmentation for MRA data using level sets.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003

A unified approach for detection, visualization, and identification of lung abnormalities in chest spiral CT scans.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003

Adaptive Object Identification and Recognition Using Neural Networks and Surface Signatures.
Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003

2002
A modified fuzzy c-means algorithm for bias field estimation and segmentation of MRI data.
IEEE Trans. Medical Imaging, 2002

Surfacing Signatures: An Orientation Independent Free-Form Surface Representation Scheme for the Purpose of Objects Registration and Matching.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

A neural approach to zoom-lens camera calibration from data with outliers.
Image Vis. Comput., 2002

Monocular, Vision Based, Autonomous Refueling System.
Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002

Image registration in multispectral data sets.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
3D Reconstruction of the Human Jaw: A New Approach and Improvements.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

The CardEye: A Trinocular Active Vision System.
Proceedings of the Computer Vision Systems, Second International Workshop, 2001

Non-metric calibration of camera lens distortion.
Proceedings of the 2001 International Conference on Image Processing, 2001

3-D reconstruction of the human jaw using space carving.
Proceedings of the 2001 International Conference on Image Processing, 2001

Differential Methods for Nonmetric Calibration of Camera Lens Distortion.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
A 3D-reconstruction System for the Human Jaw Using a Sequence of Optical Images.
IEEE Trans. Medical Imaging, 2000

3D Objects Coding and Recognition Using Surface Signatures.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A Two-Step Fuzzy-Bayesian Classification for High Dimensional Data.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Coding of 3D Objects Using Surface Signatures.
Proceedings of the 2000 International Conference on Image Processing, 2000

Supervised Fuzzy and Bayesian Classification of High Dimensional Data: A Comparative Study.
Proceedings of the 2000 International Conference on Image Processing, 2000

Object Modeling Using Space Carving.
Proceedings of the 2000 International Conference on Image Processing, 2000

Volume Registration by Surface Point Signature and Mutual Information Maximization with Applications in Intra-Operative MRI Surgeries.
Proceedings of the 2000 International Conference on Image Processing, 2000

A Neural Optimization Framework for Zoom Lens Camera Calibration.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Zoom-lens Camera Calibration From Noisy Data With Outliers.
Proceedings of the British Machine Vision Conference 2000, 2000

3D Object Reconstruction from a Sequence of Images Using Voxel Coloring.
Proceedings of the Conference on Three-Dimensional Image Capture and Applications III, 2000

1999
A fuzzy hyperspectral classifier for automatic target recognition (ATR) systems.
Pattern Recognit. Lett., 1999

Target recognition via 3D object reconstruction from image sequence and contour matching.
Pattern Recognit. Lett., 1999

A new genetic-based technique for matching 3-D curves and surfaces.
Pattern Recognit., 1999

A Robust 3-D Reconstruction System for Human Jaw Modeling.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999

Multi-modal Medical Volumes Fusion by Surface Matching.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999

A Modified Fuzzy C-Means Algorithm for MRI Bias Field Estimation and Adaptive Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999

Object recognition using neural networks and surface signatures.
Proceedings of the International Joint Conference Neural Networks, 1999

Free-Form Object Recognition and Registration Using Surface Signatures.
Proceedings of the 1999 International Conference on Image Processing, 1999

Integrating Stereo and Shape from Shading.
Proceedings of the 1999 International Conference on Image Processing, 1999

Using Active Contours and Fourier Descriptors for Motion Tracking with Applications in MRI.
Proceedings of the 1999 International Conference on Image Processing, 1999

A Neural Approach for Single- and Multi- Image Camera Calibration.
Proceedings of the 1999 International Conference on Image Processing, 1999

Free-Form Surface Registration using Surface Signatures.
Proceedings of the International Conference on Computer Vision, 1999

Neurocalibration: A Neural Network That Can Tell Camera Calibration Parameters.
Proceedings of the International Conference on Computer Vision, 1999

Modified fuzzy c-mean in medical image segmentation.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Active contours: an overview with applications to motion artifact cancellation in MRI.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Integrating Shape from Shading and Range Data Using Neural Networks.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

Sensor Planning for a Trinocular Active Vision System.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

Bias Field Estimation and Adaptive Segmentation of MRI Data Using a Modified Fuzzy C-Means Algorithm.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

Robust 3D Reconstruction System for Human Jaw Modeling.
Proceedings of the Conference on Three-Dimensional Image Capture and Applications II, 1999

Slicing, Fitting, and Linking (SFL): A Modular Triangulation Approach.
Proceedings of the Conference on Three-Dimensional Image Capture and Applications II, 1999

1998
Novel Surface Registration using the Grid Closest Point (GCP) Transform.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

A Geometrical-based Trinocular Vision System for Edges Reconstruction.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
Application of neural networks and genetic algorithms in the classification of endothelial cells.
Pattern Recognit. Lett., 1997

Two-stage neural network for volume segmentation of medical images.
Pattern Recognit. Lett., 1997

3D Reconstruction of the Human Jaw from A Sequence of Images.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

Investigation of stereo-based 3D surface reconstruction.
Proceedings of the Three-Dimensional Image Capture, San Jose, CA, USA, February 8, 1997, 1997

3D-model building of the jaw impression.
Proceedings of the Three-Dimensional Image Capture, San Jose, CA, USA, February 8, 1997, 1997

1995
Edge linking by sequential search.
Pattern Recognit., 1995

1994
Book Reviews: Neutral Computing: An Introduction.
J. Chem. Inf. Comput. Sci., 1994

1993
Local estimation of Gaussian-based edge enhancement filters using Fourier analysis.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
MAP region segmentation based on composite random field models.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992


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