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ORCIDGanesh Sundaramoorthi
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2020 – today
- 2024
[j14]Yuxin Sun, Dong Lao, Anthony Yezzi, Ganesh Sundaramoorthi:
A PDE-based Explanation of Extreme Numerical Sensitivities and Edge of Stability in Training Neural Networks. J. Mach. Learn. Res. 25: 174:1-174:40 (2024)- 2023
- [c31]Huizong Yang, Yuxin Sun, Ganesh Sundaramoorthi, Anthony J. Yezzi:
Stabilizing the Optimization of Neural Signed Distance Functions and Finer Shape Representation. NeurIPS 2023 - [i20]Huizong Yang, Yuxin Sun, Ganesh Sundaramoorthi, Anthony J. Yezzi:
StEik: Stabilizing the Optimization of Neural Signed Distance Functions and Finer Shape Representation. CoRR abs/2305.18414 (2023) - [i19]Sudeepta Mondal, Ganesh Sundaramoorthi:
HAct: Out-of-Distribution Detection with Neural Net Activation Histograms. CoRR abs/2309.04837 (2023) - 2022
- [j13]Ganesh Sundaramoorthi, Anthony J. Yezzi, Minas Benyamin
:
Accelerated Optimization in the PDE Framework: Formulations for the Manifold of Diffeomorphisms. SIAM J. Imaging Sci. 15(1): 324-366 (2022) - [c30]Yuxin Sun, Dong Lao, Ganesh Sundaramoorthi, Anthony J. Yezzi:
Surprising Instabilities in Training Deep Networks and a Theoretical Analysis. NeurIPS 2022 - [i18]Yuxin Sun, Dong Lao, Ganesh Sundaramoorthi, Anthony J. Yezzi:
Surprising Instabilities in Training Deep Networks and a Theoretical Analysis. CoRR abs/2206.02001 (2022) - 2021
- [c29]Dong Lao, Peihao Zhu, Peter Wonka, Ganesh Sundaramoorthi:
Flow-Guided Video Inpainting with Scene Templates. ICCV 2021: 14579-14588 - [c28]Angira Sharma, Naeemullah Khan, Muhammad Mubashar, Ganesh Sundaramoorthi, Philip H. S. Torr:
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation. ICCVW 2021: 1621-1630 - [i17]Naeemullah Khan, Angira Sharma, Ganesh Sundaramoorthi, Philip H. S. Torr:
Shape-Tailored Deep Neural Networks. CoRR abs/2102.08497 (2021) - [i16]Angira Sharma, Naeemullah Khan, Muhammad Mubashar, Ganesh Sundaramoorthi, Philip H. S. Torr:
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation. CoRR abs/2108.04226 (2021) - [i15]Dong Lao, Peihao Zhu, Peter Wonka, Ganesh Sundaramoorthi:
Flow-Guided Video Inpainting with Scene Templates. CoRR abs/2108.12845 (2021) - 2020
- [j12]Minas Benyamin, Jeff Calder, Ganesh Sundaramoorthi, Anthony J. Yezzi:
Accelerated Variational PDEs for Efficient Solution of Regularized Inversion Problems. J. Math. Imaging Vis. 62(1): 10-36 (2020) - [j11]Anthony J. Yezzi, Ganesh Sundaramoorthi, Minas Benyamin:
Accelerated Optimization in the PDE Framework Formulations for the Active Contour Case. SIAM J. Imaging Sci. 13(4): 2029-2062 (2020) - [c27]Yanchao Yang, Dong Lao, Ganesh Sundaramoorthi, Stefano Soatto:
Phase Consistent Ecological Domain Adaptation. CVPR 2020: 9008-9017 - [i14]Yanchao Yang, Dong Lao, Ganesh Sundaramoorthi, Stefano Soatto:
Phase Consistent Ecological Domain Adaptation. CoRR abs/2004.04923 (2020) - [i13]Dong Lao, Peihao Zhu, Peter Wonka, Ganesh Sundaramoorthi:
Channel-Directed Gradients for Optimization of Convolutional Neural Networks. CoRR abs/2008.10766 (2020) - [i12]Angira Sharma, Naeemullah Khan, Ganesh Sundaramoorthi, Philip H. S. Torr:
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation. CoRR abs/2010.14793 (2020)
2010 – 2019
- 2019
- [j10]Marei Algarni, Ganesh Sundaramoorthi:
SurfCut: Surfaces of Minimal Paths from Topological Structures. IEEE Trans. Pattern Anal. Mach. Intell. 41(3): 726-739 (2019) - [c26]Anthony J. Yezzi, Ganesh Sundaramoorthi, Minas Benyamin:
PDE Acceleration for Active Contours. CVPR 2019: 12318-12328 - [c25]Dong Lao, Ganesh Sundaramoorthi:
Minimum Delay Object Detection From Video. ICCV 2019: 5096-5105 - [i11]Dong Lao, Ganesh Sundaramoorthi:
Minimum Delay Object Detection From Video. CoRR abs/1908.11092 (2019) - [i10]Ganesh Sundaramoorthi, Timothy E. Wang:
Translation Insensitive CNNs. CoRR abs/1911.11238 (2019) - 2018
- [c24]Naeemullah Khan, Ganesh Sundaramoorthi:
Learned Shape-Tailored Descriptors for Segmentation. CVPR 2018: 666-674 - [c23]Dong Lao, Ganesh Sundaramoorthi:
Extending Layered Models to 3D Motion. ECCV (10) 2018: 441-457 - [c22]Ganesh Sundaramoorthi, Anthony J. Yezzi:
Variational PDEs for Acceleration on Manifolds and Application to Diffeomorphisms. NeurIPS 2018: 3797-3807 - [i9]Ganesh Sundaramoorthi, Anthony J. Yezzi:
Accelerated Optimization in the PDE Framework: Formulations for the Manifold of Diffeomorphisms. CoRR abs/1804.02307 (2018) - [i8]Minas Benyamin, Jeff Calder, Ganesh Sundaramoorthi, Anthony J. Yezzi:
Accelerated PDE's for efficient solution of regularized inversion problems. CoRR abs/1810.00410 (2018) - 2017
- [c21]Naeemullah Khan, Byung-Woo Hong, Anthony J. Yezzi, Ganesh Sundaramoorthi:
Coarse-to-Fine Segmentation with Shape-Tailored Continuum Scale Spaces. CVPR 2017: 1733-1742 - [c20]Dong Lao, Ganesh Sundaramoorthi:
Minimum Delay Moving Object Detection. CVPR 2017: 4809-4818 - [i7]Marei Algarni, Ganesh Sundaramoorthi:
SurfCut: Surfaces of Minimal Paths From Topological Structures. CoRR abs/1705.00301 (2017) - [i6]Anthony J. Yezzi, Ganesh Sundaramoorthi:
Accelerated Optimization in the PDE Framework: Formulations for the Active Contour Case. CoRR abs/1711.09867 (2017) - 2016
- [c19]Marei Algarni, Ganesh Sundaramoorthi:
SurfCut: Free-Boundary Surface Extraction. ECCV (7) 2016: 171-186 - [i5]Ganesh Sundaramoorthi, Naeemullah Khan, Byung-Woo Hong:
Coarse-to-Fine Segmentation With Shape-Tailored Scale Spaces. CoRR abs/1603.07745 (2016) - [i4]Dong Lao, Ganesh Sundaramoorthi:
Quickest Moving Object Detection. CoRR abs/1605.07369 (2016) - 2015
- [j9]Yanchao Yang, Ganesh Sundaramoorthi:
Shape Tracking with Occlusions via Coarse-to-Fine Region-Based Sobolev Descent. IEEE Trans. Pattern Anal. Mach. Intell. 37(5): 1053-1066 (2015) - [c18]Naeemullah Khan, Marei Algarni, Anthony J. Yezzi, Ganesh Sundaramoorthi:
Shape-tailored local descriptors and their application to segmentation and tracking. CVPR 2015: 3890-3899 - [c17]Yanchao Yang, Zhaojin Lu, Ganesh Sundaramoorthi:
Coarse-to-fine region selection and matching. CVPR 2015: 5051-5059 - [c16]Yanchao Yang, Ganesh Sundaramoorthi, Stefano Soatto:
Self-Occlusions and Disocclusions in Causal Video Object Segmentation. ICCV 2015: 4408-4416 - 2014
- [j8]Omar Arif, Ganesh Sundaramoorthi, Byung-Woo Hong, Anthony J. Yezzi:
Tracking Using Motion Estimation With Physically Motivated Inter-Region Constraints. IEEE Trans. Medical Imaging 33(9): 1875-1889 (2014) - [c15]Ganesh Sundaramoorthi, Byung-Woo Hong:
FAST LABEL: Easy and Efficient Solution of Joint Multi-label and Estimation Problems. CVPR 2014: 3126-3133 - [i3]Omar Arif, Ganesh Sundaramoorthi, Byung-Woo Hong, Anthony J. Yezzi:
Tracking via Motion Estimation with Physically Motivated Inter-Region Constraints. CoRR abs/1402.1503 (2014) - 2013
- [c14]Byung-Woo Hong, Zhaojin Lu, Ganesh Sundaramoorthi:
A New Model and Simple Algorithms for Multi-label Mumford-Shah Problems. CVPR 2013: 1219-1226 - [c13]Yanchao Yang, Ganesh Sundaramoorthi:
Modeling Self-Occlusions in Dynamic Shape and Appearance Tracking. ICCV 2013: 201-208 - 2012
- [c12]Ganesh Sundaramoorthi, Byung-Woo Hong, Anthony J. Yezzi:
Motion and deformation estimation from medical imagery by modeling sub-structure interaction and constraints. CompIMAGE 2012: 221-227 - [i2]Yanchao Yang, Ganesh Sundaramoorthi:
Modeling Shape, Appearance and Self-Occlusions for Articulated Object Tracking. CoRR abs/1208.4391 (2012) - [i1]Ganesh Sundaramoorthi, Yanchao Yang:
Matching Through Features and Features Through Matching. CoRR abs/1211.4771 (2012) - 2011
- [j7]Ganesh Sundaramoorthi, Andrea Mennucci, Stefano Soatto, Anthony J. Yezzi:
A New Geometric Metric in the Space of Curves, and Applications to Tracking Deforming Objects by Prediction and Filtering. SIAM J. Imaging Sci. 4(1): 109-145 (2011) - 2010
- [j6]Vandana Mohan, Ganesh Sundaramoorthi, Allen R. Tannenbaum:
Tubular Surface Segmentation for Extracting Anatomical Structures From Medical Imagery. IEEE Trans. Medical Imaging 29(12): 1945-1958 (2010) - [c11]Ganesh Sundaramoorthi, Stefano Soatto, Anthony J. Yezzi:
Curious snakes: A minimum latency solution to the cluttered background problem in active contours. CVPR 2010: 2855-2862 - [c10]Vandana Mohan, Ganesh Sundaramoorthi, Marek Kubicki, Douglas P. Terry, Allen R. Tannenbaum:
Population analysis of the cingulum bundle using the tubular surface model for schizophrenia detection. Medical Imaging: Computer-Aided Diagnosis 2010: 762429
2000 – 2009
- 2009
- [j5]Ganesh Sundaramoorthi, Anthony J. Yezzi, Andrea Mennucci, Guillermo Sapiro:
New Possibilities with Sobolev Active Contours. Int. J. Comput. Vis. 84(2): 113-129 (2009) - [j4]Kelvin R. Rocha, Ganesh Sundaramoorthi, Anthony J. Yezzi, Jerry L. Prince:
3D Topology Preserving Flows for Viewpoint-Based Cortical Unfolding. Int. J. Comput. Vis. 85(3): 223-236 (2009) - [c9]Ganesh Sundaramoorthi, Andrea Mennucci, Stefano Soatto, Anthony J. Yezzi:
Tracking deforming objects by filtering and prediction in the space of curves. CDC 2009: 2395-2401 - [c8]Miyoun Jung, Ginmo Chung, Ganesh Sundaramoorthi, Luminita A. Vese, Alan L. Yuille:
Sobolev gradients and joint variational image segmentation, denoising, and deblurring. Computational Imaging 2009: 72460 - [c7]Ganesh Sundaramoorthi, Peter Petersen, V. S. Varadarajan, Stefano Soatto:
On the set of images modulo viewpoint and contrast changes. CVPR 2009: 832-839 - [c6]Jonghye Woo, Byung-Woo Hong, Damini Dey, Victor Cheng, Amit Ramesh, Ganesh Sundaramoorthi, C.-C. Jay Kuo, Daniel S. Berman, Guido Germano, Piotr J. Slomka:
Feature-based non-rigid volume registration of serial coronary CT angiography. Medical Imaging: Image Processing 2009: 72590R - 2008
- [j3]Ganesh Sundaramoorthi, Anthony J. Yezzi, Andrea Mennucci:
Coarse-to-Fine Segmentation and Tracking Using Sobolev Active Contours. IEEE Trans. Pattern Anal. Mach. Intell. 30(5): 851-864 (2008) - 2007
- [b1]Ganesh Sundaramoorthi:
Global Optimizing Flows for Active Contours. Georgia Institute of Technology, Atlanta, GA, USA, 2007 - [j2]Ganesh Sundaramoorthi, Anthony J. Yezzi, Andrea Mennucci:
Sobolev Active Contours. Int. J. Comput. Vis. 73(3): 345-366 (2007) - [j1]Ganesh Sundaramoorthi, Anthony J. Yezzi:
Global Regularizing Flows With Topology Preservation for Active Contours and Polygons. IEEE Trans. Image Process. 16(3): 803-812 (2007) - [c5]Kelvin R. Rocha, Ganesh Sundaramoorthi, Anthony J. Yezzi:
3D Topology Preserving Flows for Viewpoint-Based Cortical Unfolding. ICCV 2007: 1-8 - [c4]Ganesh Sundaramoorthi, Anthony J. Yezzi, Andrea Mennucci, Guillermo Sapiro:
New Possibilities with Sobolev Active Contours. SSVM 2007: 153-164 - 2006
- [c3]Ganesh Sundaramoorthi, Jeremy D. Jackson, Anthony J. Yezzi, Andrea Mennucci:
Tracking With Sobolev Active Contours. CVPR (1) 2006: 674-680 - 2005
- [c2]Ganesh Sundaramoorthi, Anthony J. Yezzi:
More-Than-Topology-Preserving Flows for Active Contours and Polygons. ICCV 2005: 1276-1283 - [c1]Ganesh Sundaramoorthi, Anthony J. Yezzi, Andrea Mennucci:
Sobolev Active Contours. VLSM 2005: 109-120
Coauthor Index
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last updated on 2024-09-18 00:16 CEST by the dblp team
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