Visvanathan Ramesh

According to our database, Visvanathan Ramesh authored at least 87 papers between 1992 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Mitigating the Stability-Plasticity Dilemma in Adaptive Train Scheduling with Curriculum-Driven Continual DQN Expansion.

Achref Jaziri, Etienne Künzel, Visvanathan Ramesh

CoRR, 2024

Representation Learning in a Decomposed Encoder Design for Bio-inspired Hebbian Learning.

Achref Jaziri, Sina Ditzel, Iuliia Pliushch, Visvanathan Ramesh

CoRR, 2024

Designing a Hybrid Neural System to Learn Real-world Crack Segmentation from Fractal-based Simulation.

Achref Jaziri, Martin Mundt, Andres Fernandez Rodriguez, Visvanathan Ramesh

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

A wholistic view of continual learning with deep neural networks: Forgotten lessons and the bridge to active and open world learning.

Martin Mundt, Yongwon Hong, Iuliia Pliushch, Visvanathan Ramesh

Neural Networks, March, 2023

2022

Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition.

Martin Mundt, Iuliia Pliushch, Sagnik Majumder, Yong Won Hong, Visvanathan Ramesh

J. Imaging, 2022

When Deep Classifiers Agree: Analyzing Correlations Between Learning Order and Image Statistics.

Iuliia Pliushch, Martin Mundt, Nicolas Lupp, Visvanathan Ramesh

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

A Procedural World Generation Framework for Systematic Evaluation of Continual Learning.

Timm Hess, Martin Mundt, Iuliia Pliushch, Visvanathan Ramesh

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Neural Architecture Search of Deep Priors: Towards Continual Learning Without Catastrophic Interference.

Martin Mundt, Iuliia Pliushch, Visvanathan Ramesh

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Generating virtual images for promoting visual artificial intelligence.

Kunfeng Wang, Fei-Yue Wang, Visvanathan Ramesh, Ashish Shrivastava, David Vázquez, Fuxin Li

Neurocomputing, 2020

A Wholistic View of Continual Learning with Deep Neural Networks: Forgotten Lessons and the Bridge to Active and Open World Learning.

Martin Mundt, Yong Won Hong, Iuliia Pliushch, Visvanathan Ramesh

CoRR, 2020

Fundamental Issues Regarding Uncertainties in Artificial Neural Networks.

Neil A. Thacker, Carole J. Twining, Paul D. Tar, Scott Notley, Visvanathan Ramesh

CoRR, 2020

2019

Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition.

Martin Mundt, Sagnik Majumder, Iuliia Pliushch, Visvanathan Ramesh

CoRR, 2019

Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Generative Classifiers?

Martin Mundt, Iuliia Pliushch, Sagnik Majumder, Visvanathan Ramesh

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

Meta-Learning Convolutional Neural Architectures for Multi-Target Concrete Defect Classification With the COncrete DEfect BRidge IMage Dataset.

Martin Mundt, Sagnik Majumder, Sreenivas Murali, Panagiotis Panetsos, Visvanathan Ramesh

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

2018

Rethinking Layer-wise Feature Amounts in Convolutional Neural Network Architectures.

Martin Mundt, Sagnik Majumder, Tobias Weis, Visvanathan Ramesh

CoRR, 2018

2017

Building effective deep neural network architectures one feature at a time.

Martin Mundt, Tobias Weis, Kishore Konda, Visvanathan Ramesh

CoRR, 2017

Model-Driven Simulations for Computer Vision.

V. S. R. Veeravasarapu, Constantin A. Rothkopf, Visvanathan Ramesh

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Large-Scale Stochastic Scene Generation and Semantic Annotation for Deep Convolutional Neural Network Training in the RoboCup SPL.

Timm Hess, Martin Mundt, Tobias Weis, Visvanathan Ramesh

Proceedings of the RoboCup 2017: Robot World Cup XXI [Nagoya, Japan, July 27-31, 2017]., 2017

Anomaly detection for automotive visual signal transition estimation.

Tobias Weis, Martin Mundt, Patrick Harding, Visvanathan Ramesh

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Adversarially Tuned Scene Generation.

V. S. R. Veeravasarapu, Constantin A. Rothkopf, Visvanathan Ramesh

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

2016

Model-driven Simulations for Deep Convolutional Neural Networks.

V. S. R. Veeravasarapu, Constantin A. Rothkopf, Visvanathan Ramesh

CoRR, 2016

2015

Model Validation for Vision Systems via Graphics Simulation.

V. S. R. Veeravasarapu, Rudra Narayan Hota, Constantin A. Rothkopf, Visvanathan Ramesh

CoRR, 2015

Simulations for Validation of Vision Systems.

V. S. R. Veeravasarapu, Rudra Narayan Hota, Constantin A. Rothkopf, Visvanathan Ramesh

CoRR, 2015

2012

Design and Validation of a System for People Queue Statistics Estimation.

Vasu Parameswaran, Vinay D. Shet, Visvanathan Ramesh

Proceedings of the Video Analytics for Business Intelligence, 2012

Discrete texture traces: Topological representation of geometric context.

Jan Ernst, Maneesh Kumar Singh, Visvanathan Ramesh

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Predicate Logic Based Image Grammars for Complex Pattern Recognition.

Vinay D. Shet, Maneesh Singh, Claus Bahlmann, Visvanathan Ramesh, Jan Neumann, Larry S. Davis

Int. J. Comput. Vis., 2011

2010

Illumination compensation based change detection using order consistency.

Vasu Parameswaran, Maneesh Singh, Visvanathan Ramesh

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

2009

Predicate logic based image grammars for complex pattern recognition.

Vinay D. Shet, Maneesh Singh, Claus Bahlmann, Visvanathan Ramesh

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Explicit 3D Modeling for Vehicle Monitoring in Non-overlapping Cameras.

Yanghai Tsin, Yakup Genc, Visvanathan Ramesh

Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008

Performance characterization in computer vision: A guide to best practices.

Neil A. Thacker, Adrian F. Clark, John L. Barron, J. Ross Beveridge, Patrick Courtney, William R. Crum, Visvanathan Ramesh, Christine Clark

Comput. Vis. Image Underst., 2008

Order consistent change detection via fast statistical significance testing.

Maneesh Singh, Vasu Parameswaran, Visvanathan Ramesh

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

On Channel Reliability Measure Training for Multi-Camera Face Recognition.

Binglong Xie, Visvanathan Ramesh, Ying Zhu, Terrance E. Boult

Proceedings of the 8th IEEE Workshop on Applications of Computer Vision (WACV 2007), 2007

Learn to Track Edges.

Yanghai Tsin, Yakup Genc, Ying Zhu, Visvanathan Ramesh

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

Fast Crowd Segmentation Using Shape Indexing.

Lan Dong, Vasu Parameswaran, Visvanathan Ramesh, Imad Zoghlami

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

Bilattice-based Logical Reasoning for Human Detection.

Vinay D. Shet, Jan Neumann, Visvanathan Ramesh, Larry S. Davis

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Tunable Kernels for Tracking.

Vasu Parameswaran, Visvanathan Ramesh, Imad Zoghlami

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

An Intensity-augmented Ordinal Measure for Visual Correspondence.

Anurag Mittal, Visvanathan Ramesh

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

Prior-Constrained Scale-Space Mean Shift.

Kazunori Okada, Maneesh Kumar Singh, Visvanathan Ramesh

Proceedings of the British Machine Vision Conference 2006, 2006

2005

Robust Pulmonary Nodule Segmentation in CT: Improving Performance for Juxtapleural Cases.

Kazunori Okada, Visvanathan Ramesh, Arun Krishnan, Maneesh Singh, Umut Akdemir

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

On Optimizing Template Matching via Performance Characterization.

Tony X. Han, Visvanathan Ramesh, Ying Zhu, Thomas S. Huang

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Semi-Automatic Probabilistic Morphological Detection.

Frans Coetzee, Visvanathan Ramesh

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Error-metrics for Camera Ego-motion Estimation.

Juhua Zhu, Ying Zhu, Visvanathan Ramesh

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

On the Small Sample Performance of Boosted Classifiers.

Weiliang Li, Xiang Gao, Ying Zhu, Visvanathan Ramesh, Terrance E. Boult

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Real-time vision at Siemens Corporate Research.

Visvanathan Ramesh

Proceedings of the Advanced Video and Signal Based Surveillance, 2005

2004

Gradient Vector Flow Fast Geometric Active Contours.

Nikos Paragios, Olivier Mellina-Gottardo, Visvanathan Ramesh

IEEE Trans. Pattern Anal. Mach. Intell., 2004

Sudden illumination change detection using order consistency.

Binglong Xie, Visvanathan Ramesh, Terrance E. Boult

Image Vis. Comput., 2004

Parametric and Non-parametric Methods for Linear Extraction.

Benedicte Bascle, Xiang Gao, Visvanathan Ramesh

Proceedings of the Statistical Methods in Video Processing, 2004

2003

Kernel-Based Object Tracking.

Dorin Comaniciu, Visvanathan Ramesh, Peter Meer

IEEE Trans. Pattern Anal. Mach. Intell., 2003

Non-rigid registration using distance functions.

Nikos Paragios, Mikaël Rousson, Visvanathan Ramesh

Comput. Vis. Image Underst., 2003

A Class of Photometric Invariants: Separating Material from Shape and Illumination.

Srinivasa G. Narasimhan, Visvanathan Ramesh, Shree K. Nayar

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Background Modeling and Subtraction of Dynamic Scenes.

Antoine Monnet, Anurag Mittal, Nikos Paragios, Visvanathan Ramesh

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Component Fusion for Face Detection in the Presence of Heteroscedastic Noise.

Binglong Xie, Dorin Comaniciu, Visvanathan Ramesh, Markus Simon, Terrance E. Boult

Proceedings of the Pattern Recognition, 2003

2002

Adaptive Resolution System for Distributed Surveillance.

Dorin Comaniciu, Fabio Berton, Visvanathan Ramesh

Real Time Imaging, 2002

Interactive Optimization of 3D Shape and 2D Correspondence Using Multiple Geometric Constraints via POCS.

Zhaohui Sun, A. Murat Tekalp, Nassir Navab, Visvanathan Ramesh

IEEE Trans. Pattern Anal. Mach. Intell., 2002

Knowledge-based Registration & Segmentation of the Left Ventricle: A Level Set Approach.

Nikos Paragios, Mikaël Rousson, Visvanathan Ramesh

Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002

Smart cameras with real-time video object generation.

Alessio Del Bue, Dorin Comaniciu, Visvanathan Ramesh, Carlo S. Regazzoni

Proceedings of the 2002 International Conference on Image Processing, 2002

Multimodal Data Representations with Parameterized Local Structures.

Ying Zhu, Dorin Comaniciu, Stuart C. Schwartz, Visvanathan Ramesh

Proceedings of the Computer Vision, 2002

Matching Distance Functions: A Shape-to-Area Variational Approach for Global-to-Local Registration.

Nikos Paragios, Mikaël Rousson, Visvanathan Ramesh

Proceedings of the Computer Vision, 2002

Statistical Characterization of Morphological Operator Sequences.

Xiang Gao, Visvanathan Ramesh, Terrance E. Boult

Proceedings of the Computer Vision, 2002

Multivariate Saddle Point Detection for Statistical Clustering.

Dorin Comaniciu, Visvanathan Ramesh, Alessio Del Bue

Proceedings of the Computer Vision, 2002

2001

A Band Processing Imaging Library for a TriCore-Based Digital Still Camera.

Abdelaziz Chihoub, Y. J. Bai, Visvanathan Ramesh

Real Time Imaging, 2001

Design, analysis, and engineering of video monitoring systems: an approach and a case study.

Michael Greiffenhagen, Dorin Comaniciu, Heinrich Niemann, Visvanathan Ramesh

Proc. IEEE, 2001

Error Characterization of the Factorization Method.

Zhaohui Sun, Visvanathan Ramesh, A. Murat Tekalp

Comput. Vis. Image Underst., 2001

Statistical Calibration of the CCD Imaging Process.

Yanghai Tsin, Visvanathan Ramesh, Takeo Kanade

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Topology Free Hidden Markov Models: Application to Background Modeling.

Bjoern Stenger, Visvanathan Ramesh, Nikos Paragios, Frans Coetzee, Joachim M. Buhmann

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Gradient Vector Flow Fast Geodesic Active Contours.

Nikos Paragios, Olivier Mellina-Gottardo, Visvanathan Ramesh

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

The Variable Bandwidth Mean Shift and Data-Driven Scale Selection.

Dorin Comaniciu, Visvanathan Ramesh, Peter Meer

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Parametric Representations for Nonlinear Modeling of Visual Data.

Ying Zhu, Dorin Comaniciu, Visvanathan Ramesh, Stuart C. Schwartz

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Texture Replacement in Real Images.

Yanghai Tsin, Yanxi Liu, Visvanathan Ramesh

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Bayesian Color Constancy for Outdoor Object Recognition.

Yanghai Tsin, Robert T. Collins, Visvanathan Ramesh, Takeo Kanade

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

A MRF-Based Approach for Real-Time Subway Monitoring.

Nikos Paragios, Visvanathan Ramesh

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

The Systematic Design and Analysis Cycle of a Vision System: A Case Study in Video Surveillance.

Michael Greiffenhagen, Visvanathan Ramesh, Heinrich Niemann

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000

Performance characterization of image and video analysis systems at Siemens Corporate Research.

Visvanathan Ramesh, Marie-Pierre Jolly, Michael Greiffenhagen

Proceedings of the Medical Imaging 2000: Image Processing, 2000

Mean Shift and Optimal Prediction for Efficient Object Tracking.

Dorin Comaniciu, Visvanathan Ramesh

Proceedings of the 2000 International Conference on Image Processing, 2000

Fusion of Color, Shading and Boundary Information for Factory Pipe Segmentation.

Bertrand Thirion, Benedicte Bascle, Visvanathan Ramesh, Nassir Navab

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Statistical Modeling and Performance Characterization of a Real-Time Dual Camera Surveillance System.

Michael Greiffenhagen, Visvanathan Ramesh, Dorin Comaniciu, Heinrich Niemann

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Error Analysis of Background Adaption.

Xiang Gao, Terrance E. Boult, Frans Coetzee, Visvanathan Ramesh

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Real-Time Tracking of Non-Rigid Objects Using Mean Shift.

Dorin Comaniciu, Visvanathan Ramesh, Peter Meer

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

An Imaging Library for a TriCore Based Digital Camera.

Abdelaziz Chihoub, Y. J. Bai, Visvanathan Ramesh

Proceedings of the Fifth International Workshop on Computer Architectures for Machine Perception (CAMP 2000), 2000

1999

Error Characterization of the Factorization Approach to Shape and Motion Recovery.

Zhaohui Sun, Visvanathan Ramesh, A. Murat Tekalp

Proceedings of the Vision Algorithms: Theory and Practice, 1999

1997

Random perturbation models for boundary extraction sequence.

Visvanathan Ramesh, Robert M. Haralick

Mach. Vis. Appl., 1997

1994

Corner detection using the MAP technique.

Xining Zhang, Robert M. Haralick, Visvanathan Ramesh

Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

A Bayesian Corner Detector.

Xining Zhang, Robert M. Haralick, Visvanathan Ramesh, Anand S. Bedekar, Ihsin T. Phillips

Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Automatic selection of tuning parameters for feature extraction sequences.

Visvanathan Ramesh, Robert M. Haralick, Xining Zhang, Desika C. Nadadur, Ken Thornton

Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

1993

MUSER: A prototype musical score recognition system using mathematical morphology.

Bharath R. Modayur, Visvanathan Ramesh, Robert M. Haralick, Linda G. Shapiro

Mach. Vis. Appl., 1993

1992

Random perturbation models and performance characterization in computer vision.

Visvanathan Ramesh, Robert M. Haralick

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

The image understanding environment program.

Joseph L. Mundy, Thomas O. Binford, Terrance E. Boult, Allen R. Hanson, J. Ross Beveridge, Robert M. Haralick, Visvanathan Ramesh, Charles A. Kohl, Daryl T. Lawton, Doug Morgan, Keith Price, Tom Strat

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992