Nemanja Petrovic

According to our database, Nemanja Petrovic authored at least 29 papers between 2000 and 2023.

Collaborative distances:

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

2023

Large Deviations for Products of Non-Identically Distributed Network Matrices With Applications to Communication-Efficient Distributed Learning and Inference.

Nemanja Petrovic, Dragana Bajovic, Soummya Kar, Dusan Jakovetic, Anit Kumar Sahu

IEEE Trans. Signal Process., 2023

2011

Robust sparse image denoising.

Radovan Obradovic, Marko Janev, Borislav Antic, Vladimir S. Crnojevic, Nemanja I. Petrovic

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010

Impulse Noise Filtering Using Robust Pixel-Wise S-Estimate of Variance.

Vladimir S. Crnojevic, Nemanja I. Petrovic

EURASIP J. Adv. Signal Process., 2010

2009

Models for Patch-Based Image Restoration.

Mithun Das Gupta, Shyamsundar Rajaram, Nemanja Petrovic, Thomas S. Huang

EURASIP J. Image Video Process., 2009

2008

Universal Impulse Noise Filter Based on Genetic Programming.

Nemanja Petrovic, Vladimir S. Crnojevic

IEEE Trans. Image Process., 2008

Web-scale named entity recognition.

Casey Whitelaw, Alexander Kehlenbeck, Nemanja Petrovic, Lyle H. Ungar

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Object Tracking Using Naive Bayesian Classifiers.

Nemanja Petrovic, Ljubomir Jovanov, Aleksandra Pizurica, Wilfried Philips

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007

Ordinal Regression Based Subpixel Shift Estimation for Video Super-Resolution.

Mithun Das Gupta, Shyamsundar Rajaram, Thomas S. Huang, Nemanja Petrovic

EURASIP J. Adv. Signal Process., 2007

Parallel test generation and execution with Korat.

Sasa Misailovic, Aleksandar Milicevic, Nemanja Petrovic, Sarfraz Khurshid, Darko Marinov

Proceedings of the 6th joint meeting of the European Software Engineering Conference and the ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2007

Diverse Active Ranking for Multimedia Search.

Shyamsundar Rajaram, Charlie K. Dagli, Nemanja Petrovic, Thomas S. Huang

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

2006

Learning-Based Nonparametric Image Super-Resolution.

Shyamsundar Rajaram, Mithun Das Gupta, Nemanja Petrovic, Thomas S. Huang

EURASIP J. Adv. Signal Process., 2006

Classifiers for Motion.

Mithun Das Gupta, Shyamsundar Rajaram, Nemanja Petrovic, Thomas S. Huang

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Recursive estimation of generative models of video.

Nemanja Petrovic, Aleksandar Ivanovic, Nebojsa Jojic

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

Evolutionary Tree-Structured Filter for Impulse Noise Removal.

Nemanja Petrovic, Vladimir S. Crnojevic

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

2005

Graphical Models for Video Understanding

Nemanja Petrovic

PhD thesis, 2005

Adaptive Video Fast Forward.

Nemanja Petrovic, Nebojsa Jojic, Thomas S. Huang

Multim. Tools Appl., 2005

Non-parametric image super-resolution using multiple images.

Mithun Das Gupta, Shyamsundar Rajaram, Nemanja Petrovic, Thomas S. Huang

Proceedings of the 2005 International Conference on Image Processing, 2005

Restoration and Recognition in a Loop.

Mithun Das Gupta, Shyamsundar Rajaram, Nemanja Petrovic, Thomas S. Huang

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

Impulse Noise Detection Based on Robust Statistics and Genetic Programming.

Nemanja Petrovic, Vladimir S. Crnojevic

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005

Machine Learning in Multimedia.

Nemanja Petrovic, Ira Cohen, Thomas S. Huang

Proceedings of the Multimedia Content and the Semantic Web, 2005

2004

Hierarchical video clustering.

Nemanja Petrovic, Nebojsa Jojic, Thomas S. Huang

Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

2003

Scene generative models for adaptive video fast forward.

Nebojsa Jojic, Nemanja Petrovic, Thomas S. Huang

Proceedings of the 2003 International Conference on Image Processing, 2003

Real-time On-line Learning of Transformed Hidden Markov Models from Video.

Nemanja Petrovic, Nebojsa Jojic, Brendan J. Frey, Thomas S. Huang

Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, 2003

2001

Very loopy belief propagation for unwrapping phase images.

Brendan J. Frey, Ralf Koetter, Nemanja Petrovic

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

"Codes" on images and iterative phase unwrapping.

Brendan J. Frey, Ralf Koetter, Nemanja Petrovic

Proceedings of the 2001 IEEE Information Theory Workshop, 2001

Meshing of Hexagons into Convex Quadrilaterals.

Nemanja Petrovic, Branko Kolundzija

Proceedings of the 10th International Meshing Roundtable, 2001

Unwrapping phase images by propagating probabilities across graphs.

Ralf Koetter, Brendan J. Frey, Nemanja Petrovic, David C. Munson Jr.

Proceedings of the IEEE International Conference on Acoustics, 2001

Enforcing Integrability for Surface Reconstruction Algorithms Using Belief Propagation in Graphical Models.

Nemanja Petrovic, Ira Cohen, Brendan J. Frey, Ralf Koetter, Thomas S. Huang

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

2000

Transformed Hidden Markov Models: Estimating Mixture Models of Images and Inferring Spatial Transformations in Video Sequence.

Nebojsa Jojic, Nemanja Petrovic, Thomas S. Huang, Brendan J. Frey

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