Leo J. Grady

Publication Activity (10 Years)

Years Active: 1979-2019
Publications (10 Years): 3

Top Topics

Magnetic Resonance

Demons Algorithm

Image Registration

Top Venues

Int. J. Comput. Vis.

Medical Imaging: Computer-Aided Diagnosis

IEEE Trans. Medical Imaging

Publications

Clara Jaquet, Laurent Najman, Hugues Talbot, Leo J. Grady, Michiel Schaap, Buzzy Spain, Hyun Jin Kim, Irene E. Vignon-Clementel, Charles A. Taylor
Generation of Patient-Specific Cardiac Vascular Networks: A Hybrid Image-Based and Synthetic Geometric Model. IEEE Trans. Biomed. Eng. 66 (4) (2019)
Noha Youssry El-Zehiry, Leo J. Grady
Contrast Driven Elastica for Image Segmentation. IEEE Trans. Image Process. 25 (6) (2016)
Sethuraman Sankaran, Michiel Schaap, Stanley C. Hunley, James K. Min, Charles A. Taylor, Leo J. Grady
HALE: Healthy Area of Lumen Estimation for Vessel Stenosis Quantification. MICCAI (3) (2016)
Sethuraman Sankaran, Leo J. Grady, Charles A. Taylor
Fast Computation of Hemodynamic Sensitivity to Lumen Segmentation Uncertainty. IEEE Trans. Medical Imaging 34 (12) (2015)
Sethuraman Sankaran, Leo J. Grady, Charles A. Taylor
Real-Time Sensitivity Analysis of Blood Flow Simulations to Lumen Segmentation Uncertainty. MICCAI (2) (2014)
Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet
Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations. Int. J. Comput. Vis. 107 (3) (2014)
Herve Lombaert, Leo J. Grady, Jonathan R. Polimeni, Farida Cheriet
FOCUSR: Feature Oriented Correspondence Using Spectral Regularization-A Method for Precise Surface Matching. IEEE Trans. Pattern Anal. Mach. Intell. 35 (9) (2013)
Daniel S. Weller, Jonathan R. Polimeni, Leo J. Grady, Lawrence L. Wald, Elfar Adalsteinsson, Vivek K. Goyal
Sparsity-Promoting Calibration for GRAPPA Accelerated Parallel MRI Reconstruction. IEEE Trans. Medical Imaging 32 (7) (2013)
Petter Strandmark, Johannes Ulén, Fredrik Kahl, Leo J. Grady
Shortest Paths with Curvature and Torsion. ICCV (2013)
Camille Couprie, Leo J. Grady, Laurent Najman, Jean-Christophe Pesquet, Hugues Talbot
Dual Constrained TV-based Regularization on Graphs. SIAM J. Imaging Sci. 6 (3) (2013)
Noha Youssry El-Zehiry, Michelle Yan, Sara Good, Tong Fang, Shaohua Kevin Zhou, Leo J. Grady
Learning the Manifold of Quality Ultrasound Acquisition. MICCAI (1) (2013)
Noha Youssry El-Zehiry, Leo J. Grady
Combinatorial Optimization of the Discretized Multiphase Mumford-Shah Functional. Int. J. Comput. Vis. 104 (3) (2013)
Herve Lombaert, Leo J. Grady, Xavier Pennec, Jean-Marc Peyrat, Nicholas Ayache, Farida Cheriet
Groupwise Spectral Log-Demons Framework for Atlas Construction. MCV (2012)
Daniel S. Weller, Jonathan R. Polimeni, Leo J. Grady, Lawrence L. Wald, Elfar Adalsteinsson, Vivek K. Goyal
Accelerated parallel magnetic resonance imaging reconstruction using joint estimation with a sparse signal model. SSP (2012)
Noha Youssry El-Zehiry, Leo J. Grady
Vessel segmentation using 3D elastica regularization. ISBI (2012)
Timo Kohlberger, Vivek Kumar Singh, Christopher V. Alvino, Claus Bahlmann, Leo J. Grady
Evaluating Segmentation Error without Ground Truth. MICCAI (1) (2012)
Wei Li, Gianluca Paladini, Leo J. Grady, Timo Kohlberger, Vivek Kumar Singh, Claus Bahlmann
Luggage visualization and virtual unpacking. WASA (2012)
Maxwell D. Collins, Jia Xu, Leo J. Grady, Vikas Singh
Random walks based multi-image segmentation: Quasiconvexity results and GPU-based solutions. CVPR (2012)
Andrei Chekkoury, Parmeshwar Khurd, Jie Ni, Claus Bahlmann, Ali Kamen, Amar Patel, Leo J. Grady, Maneesh Singh, Martin Groher, Nassir Navab, Elizabeth A. Krupinski, Jeffrey Johnson, Anna R. Graham, Ronald S. Weinstein
Automated malignancy detection in breast histopathological images. Medical Imaging: Computer-Aided Diagnosis (2012)
Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet
Spectral Demons - Image Registration via Global Spectral Correspondence. ECCV (2) (2012)
Leo J. Grady, Vivek Kumar Singh, Timo Kohlberger, Christopher V. Alvino, Claus Bahlmann
Automatic Segmentation of Unknown Objects, with Application to Baggage Security. ECCV (2) (2012)
Claus Bahlmann, Amar Patel, Jeffrey Johnson, Jie Ni, Andrei Chekkoury, Parmeshwar Khurd, Ali Kamen, Leo J. Grady, Elizabeth A. Krupinski, Anna R. Graham, Ronald S. Weinstein
Automated detection of diagnostically relevant regions in H&E stained digital pathology slides. Medical Imaging: Computer-Aided Diagnosis (2012)
Camille Couprie, Leo J. Grady, Laurent Najman, Hugues Talbot
Power Watershed: A Unifying Graph-Based Optimization Framework. IEEE Trans. Pattern Anal. Mach. Intell. 33 (7) (2011)
Kambiz Frounchi, Lionel C. Briand, Leo J. Grady, Yvan Labiche, Rajesh Subramanyan
Automating image segmentation verification and validation by learning test oracles. Inf. Softw. Technol. 53 (12) (2011)
Camille Couprie, Xavier Bresson, Laurent Najman, Hugues Talbot, Leo J. Grady
Surface Reconstruction Using Power Watershed. ISMM (2011)
Camille Couprie, Hugues Talbot, Jean-Christophe Pesquet, Laurent Najman, Leo J. Grady
Dual constrained TV-based regularization. ICASSP (2011)
Leo J. Grady, Saurabh Datta, Oliver Kutter, Christophe Duong, Wolfgang Wein, Stephen H. Little, Stephen R. Igo, Shizhen Liu, Mani A. Vannan
Regurgitation Quantification Using 3D PISA in Volume Echocardiography. MICCAI (3) (2011)
Sowmya Ramakrishnan, Christopher V. Alvino, Leo J. Grady, Atilla P. Kiraly
Automatic three-dimensional rib centerline extraction from CT scans for enhanced visualization and anatomical context. Medical Imaging: Image Processing (2011)
Daniel S. Weller, Jonathan R. Polimeni, Leo J. Grady, Lawrence L. Wald, Elfar Adalsteinsson, Vivek K. Goyal
Combined compressed sensing and parallel mri compared for uniform and random cartesian undersampling of K-space. ICASSP (2011)
Camille Couprie, Leo J. Grady, Hugues Talbot, Laurent Najman
Combinatorial Continuous Maximum Flow. SIAM J. Imaging Sci. 4 (3) (2011)
Daniel S. Weller, Jonathan R. Polimeni, Leo J. Grady, Lawrence L. Wald, Elfar Adalsteinsson, Vivek K. Goyal
Evaluating sparsity penalty functions for combined compressed sensing and parallel MRI. ISBI (2011)
Noha Youssry El-Zehiry, Leo J. Grady
Discrete Optimization of the Multiphase Piecewise Constant Mumford-Shah Functional. EMMCVPR (2011)
Leo J. Grady, Marie-Pierre Jolly, Aaron R. Seitz
Segmentation from a box. ICCV (2011)
Herve Lombaert, Leo J. Grady, Jonathan R. Polimeni, Farida Cheriet
Fast Brain Matching with Spectral Correspondence. IPMI (2011)
Parmeshwar Khurd, Leo J. Grady, Kalpitkumar Gajera, Mamadou Diallo, Peter Gall, Martin Requardt, Berthold Kiefer, Clifford Weiss, Ali Kamen
Facilitating 3D Spectroscopic Imaging through Automatic Prostate Localization in MR Images Using Random Walker Segmentation Initialized via Boosted Classifiers. Prostate Cancer Imaging (2011)
Parmeshwar Khurd, Leo J. Grady, Ali Kamen, Summer Gibbs-Strauss, Elizabeth Genega, John V. Frangioni
Network cycle features: Application to computer-aided Gleason grading of prostate cancer histopathological images. ISBI (2011)
Camille Couprie, Leo J. Grady, Laurent Najman, Hugues Talbot
Anisotropic diffusion using power watersheds. ICIP (2010)
Camille Couprie, Leo J. Grady, Hugues Talbot, Laurent Najman
Combinatorial Continuous Maximal Flows CoRR (2010)
Leo J. Grady
Minimal Surfaces Extend Shortest Path Segmentation Methods to 3D. IEEE Trans. Pattern Anal. Mach. Intell. 32 (2) (2010)
Noha Youssry El-Zehiry, Leo J. Grady
Fast global optimization of curvature. CVPR (2010)
Noha Youssry El-Zehiry, Leo J. Grady
Optimization of Weighted Curvature for Image Segmentation CoRR (2010)
Marie-Pierre Jolly, Hui Xue, Leo J. Grady, Jens Guehring
Combining Registration and Minimum Surfaces for the Segmentation of the Left Ventricle in Cardiac Cine MR Images. MICCAI (1) (2009)
Dheeraj Singaraju, Leo J. Grady, René Vidal
P-brush: Continuous valued MRFs with normed pairwise distributions for image segmentation. CVPR (2009)
Leo J. Grady, Christopher V. Alvino
The Piecewise Smooth Mumford-Shah Functional on an Arbitrary Graph. IEEE Trans. Image Process. 18 (11) (2009)
Camille Couprie, Leo J. Grady, Laurent Najman, Hugues Talbot
Power watersheds: A new image segmentation framework extending graph cuts, random walker and optimal spanning forest. ICCV (2009)
Leo J. Grady, Ali Kemal Sinop
Fast approximate RandomWalker segmentation using eigenvector precomputation. CVPR (2008)
Marie-Pierre Jolly, Leo J. Grady
3D general lesion segmentation in CT. ISBI (2008)
Leo J. Grady, Christopher V. Alvino
Reformulating and Optimizing the Mumford-Shah Functional on a Graph - A Faster, Lower Energy Solution. ECCV (1) (2008)
Dheeraj Singaraju, Leo J. Grady, René Vidal
Interactive image segmentation via minimization of quadratic energies on directed graphs. CVPR (2008)
Leo J. Grady, Marie-Pierre Jolly
Weights and Topology: A Study of the Effects of Graph Construction on 3D Image Segmentation. MICCAI (1) (2008)
Leo J. Grady
A Lattice-Preserving Multigrid Method for Solving the Inhomogeneous Poisson Equations Used in Image Analysis. ECCV (2) (2008)
Ali Kemal Sinop, Leo J. Grady
A Seeded Image Segmentation Framework Unifying Graph Cuts And Random Walker Which Yields A New Algorithm. ICCV (2007)
Ali Kemal Sinop, Leo J. Grady
Uninitialized, Globally Optimal, Graph-Based Rectilinear Shape Segmentation The Opposing Metrics Method. ICCV (2007)
Leo J. Grady, Eric L. Schwartz
Isoperimetric Partitioning: A New Algorithm for Graph Partitioning. SIAM J. Sci. Comput. 27 (6) (2006)
Leo J. Grady
Random Walks for Image Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 28 (11) (2006)
Leo J. Grady, Eric L. Schwartz
Isoperimetric Graph Partitioning for Image Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 28 (3) (2006)
Ali Kemal Sinop, Leo J. Grady
Accurate Banded Graph Cut Segmentation of Thin Structures Using Laplacian Pyramids. MICCAI (2) (2006)
Daniel Cremers, Leo J. Grady
Statistical Priors for Efficient Combinatorial Optimization Via Graph Cuts. ECCV (3) (2006)
Leo J. Grady
Fast, Quality, Segmentation of Large Volumes - Isoperimetric Distance Trees. ECCV (3) (2006)
Leo J. Grady, Gareth Funka-Lea
An Energy Minimization Approach to the Data Driven Editing of Presegmented Images/Volumes. MICCAI (2) (2006)
Leo J. Grady
Computing Exact Discrete Minimal Surfaces: Extending and Solving the Shortest Path Problem in 3D with Application to Segmentation. CVPR (1) (2006)
Leo J. Grady
Multilabel Random Walker Image Segmentation Using Prior Models. CVPR (1) (2005)
Herve Lombaert, Yiyong Sun, Leo J. Grady, Chenyang Xu
A Multilevel Banded Graph Cuts Method for Fast Image Segmentation. ICCV (2005)
Leo J. Grady, Tolga Tasdizen, Ross T. Whitaker
A geometric multigrid approach to solving the 2D inhomogeneous Laplace equation with internal Dirichlet boundary conditions. ICIP (2) (2005)
Leo J. Grady, Thomas Schiwietz, Shmuel Aharon, Rüdiger Westermann
Random Walks for Interactive Organ Segmentation in Two and Three Dimensions: Implementation and Validation. MICCAI (2) (2005)
Leo J. Grady, Gareth Funka-Lea
Multi-label Image Segmentation for Medical Applications Based on Graph-Theoretic Electrical Potentials. ECCV Workshops CVAMIA and MMBIA (2004)
Leo J. Grady, Eric L. Schwartz
Faster Graph-Theoretic Image Processing via Small-World and Quadtree Topologies. CVPR (2) (2004)
Leo J. Grady, Wayne P. Campbell, Arlene B. North
Nonrepetitive DNA transcription in normal and regenerating rat liver. Nucleic Acids Res. 7 (1) (1979)