Ganesh Sundaramoorthi

CoRR, June, 2025

ODE-GS: Latent ODEs for Dynamic Scene Extrapolation with 3D Gaussian Splatting.

[BibT_eX]

[DOI]

CoRR, June, 2025

2024

A PDE-based Explanation of Extreme Numerical Sensitivities and Edge of Stability in Training Neural Networks.

[BibT_eX]

[DOI]

Anthony Yezzi

J. Mach. Learn. Res., 2024

2023

HAct: Out-of-Distribution Detection with Neural Net Activation Histograms.

[BibT_eX]

[DOI]

Sudeepta Mondal

CoRR, 2023

StEik: Stabilizing the Optimization of Neural Signed Distance Functions and Finer Shape Representation.

[BibT_eX]

[DOI]

Huizong Yang

CoRR, 2023

Stabilizing the Optimization of Neural Signed Distance Functions and Finer Shape Representation.

[BibT_eX]

[DOI]

Huizong Yang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Accelerated Optimization in the PDE Framework: Formulations for the Manifold of Diffeomorphisms.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2022

Surprising Instabilities in Training Deep Networks and a Theoretical Analysis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Shape-Tailored Deep Neural Networks.

[BibT_eX]

[DOI]

Angira Sharma

Philip H. S. Torr

CoRR, 2021

Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation.

[BibT_eX]

[DOI]

Angira Sharma

Muhammad Mubashar

Philip H. S. Torr

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Flow-Guided Video Inpainting with Scene Templates.

[BibT_eX]

[DOI]

Peihao Zhu

Peter Wonka

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Accelerated Optimization in the PDE Framework Formulations for the Active Contour Case.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2020

Accelerated Variational PDEs for Efficient Solution of Regularized Inversion Problems.

[BibT_eX]

[DOI]

Jeff Calder

J. Math. Imaging Vis., 2020

Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation.

[BibT_eX]

[DOI]

Angira Sharma

Philip H. S. Torr

CoRR, 2020

Channel-Directed Gradients for Optimization of Convolutional Neural Networks.

[BibT_eX]

[DOI]

Peihao Zhu

Peter Wonka

CoRR, 2020

Phase Consistent Ecological Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

SurfCut: Surfaces of Minimal Paths from Topological Structures.

[BibT_eX]

[DOI]

Marei Algarni

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Translation Insensitive CNNs.

[BibT_eX]

[DOI]

Timothy E. Wang

CoRR, 2019

Minimum Delay Object Detection From Video.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

PDE Acceleration for Active Contours.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Accelerated PDE's for efficient solution of regularized inversion problems.

[BibT_eX]

[DOI]

Jeff Calder

CoRR, 2018

Accelerated Optimization in the PDE Framework: Formulations for the Manifold of Diffeomorphisms.

[BibT_eX]

[DOI]

CoRR, 2018

Variational PDEs for Acceleration on Manifolds and Application to Diffeomorphisms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Extending Layered Models to 3D Motion.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Learned Shape-Tailored Descriptors for Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Accelerated Optimization in the PDE Framework: Formulations for the Active Contour Case.

[BibT_eX]

[DOI]

CoRR, 2017

Minimum Delay Moving Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Coarse-to-Fine Segmentation with Shape-Tailored Continuum Scale Spaces.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Coarse-to-Fine Segmentation With Shape-Tailored Scale Spaces.

[BibT_eX]

[DOI]

CoRR, 2016

Quickest Moving Object Detection.

[BibT_eX]

[DOI]

CoRR, 2016

SurfCut: Free-Boundary Surface Extraction.

[BibT_eX]

[DOI]

Marei Algarni

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

Shape Tracking with Occlusions via Coarse-to-Fine Region-Based Sobolev Descent.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Self-Occlusions and Disocclusions in Causal Video Object Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Coarse-to-fine region selection and matching.

[BibT_eX]

[DOI]

Zhaojin Lu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Shape-tailored local descriptors and their application to segmentation and tracking.

[BibT_eX]

[DOI]

Marei Algarni

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Tracking Using Motion Estimation With Physically Motivated Inter-Region Constraints.

[BibT_eX]

[DOI]

Omar Arif

IEEE Trans. Medical Imaging, 2014

Tracking via Motion Estimation with Physically Motivated Inter-Region Constraints.

[BibT_eX]

[DOI]

Omar Arif

CoRR, 2014

FAST LABEL: Easy and Efficient Solution of Joint Multi-label and Estimation Problems.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Modeling Self-Occlusions in Dynamic Shape and Appearance Tracking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

A New Model and Simple Algorithms for Multi-label Mumford-Shah Problems.

[BibT_eX]

[DOI]

Zhaojin Lu

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Matching Through Features and Features Through Matching

[BibT_eX]

[DOI]

CoRR, 2012

Modeling Shape, Appearance and Self-Occlusions for Articulated Object Tracking

[BibT_eX]

[DOI]

CoRR, 2012

Motion and deformation estimation from medical imagery by modeling sub-structure interaction and constraints.

[BibT_eX]

[DOI]

Proceedings of the Computational Modelling of Objects Represented in Images, 2012

2011

A New Geometric Metric in the Space of Curves, and Applications to Tracking Deforming Objects by Prediction and Filtering.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2011

2010

Tubular Surface Segmentation for Extracting Anatomical Structures From Medical Imagery.

[BibT_eX]

[DOI]

Vandana Mohan

Allen R. Tannenbaum

IEEE Trans. Medical Imaging, 2010

Population analysis of the cingulum bundle using the tubular surface model for schizophrenia detection.

[BibT_eX]

[DOI]

Vandana Mohan

Marek Kubicki

Douglas P. Terry

Allen R. Tannenbaum

Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, 2010

Curious snakes: A minimum latency solution to the cluttered background problem in active contours.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

3D Topology Preserving Flows for Viewpoint-Based Cortical Unfolding.

[BibT_eX]

[DOI]

Kelvin R. Rocha

Jerry L. Prince

Int. J. Comput. Vis., 2009

Feature-based non-rigid volume registration of serial coronary CT angiography.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2009: Image Processing, 2009

On the set of images modulo viewpoint and contrast changes.

[BibT_eX]

[DOI]

Peter Petersen

V. S. Varadarajan

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Sobolev gradients and joint variational image segmentation, denoising, and deblurring.

[BibT_eX]

[DOI]

Miyoun Jung

Ginmo Chung

Luminita A. Vese

Alan L. Yuille

Proceedings of the Computational Imaging VII, 2009

Tracking deforming objects by filtering and prediction in the space of curves.

[BibT_eX]

[DOI]

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008

Coarse-to-Fine Segmentation and Tracking Using Sobolev Active Contours.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2008

2007

Global Optimizing Flows for Active Contours.

[BibT_eX]

[DOI]

PhD thesis, 2007

Global Regularizing Flows With Topology Preservation for Active Contours and Polygons.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2007

New Possibilities with Sobolev Active Contours.

[BibT_eX]

[DOI]

Guillermo Sapiro

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

3D Topology Preserving Flows for Viewpoint-Based Cortical Unfolding.

[BibT_eX]

[DOI]

Kelvin R. Rocha

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006

Tracking With Sobolev Active Contours.

[BibT_eX]

[DOI]

Jeremy D. Jackson

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005

Sobolev Active Contours.

[BibT_eX]

[DOI]

Proceedings of the Variational, 2005

More-Than-Topology-Preserving Flows for Active Contours and Polygons.

[BibT_eX]

[DOI]