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ORCIDNemanja Petrovic
Person information
- affiliation: University of Illinois, USA
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2020 – today
- 2023
[j7]Nemanja Petrovic
, Dragana Bajovic, Soummya Kar, Dusan Jakovetic, Anit Kumar Sahu:
Large Deviations for Products of Non-Identically Distributed Network Matrices With Applications to Communication-Efficient Distributed Learning and Inference. IEEE Trans. Signal Process. 71: 1319-1333 (2023)
2010 – 2019
- 2011
- [c21]Radovan Obradovic, Marko Janev, Borislav Antic, Vladimir S. Crnojevic, Nemanja I. Petrovic:
Robust sparse image denoising. ICIP 2011: 2569-2572 - 2010
- [j6]Vladimir S. Crnojevic, Nemanja I. Petrovic:
Impulse Noise Filtering Using Robust Pixel-Wise S-Estimate of Variance. EURASIP J. Adv. Signal Process. 2010 (2010)
2000 – 2009
- 2009
- [j5]Mithun Das Gupta, Shyamsundar Rajaram, Nemanja Petrovic, Thomas S. Huang:
Models for Patch-Based Image Restoration. EURASIP J. Image Video Process. 2009 (2009) - 2008
- [j4]Nemanja Petrovic, Vladimir S. Crnojevic:
Universal Impulse Noise Filter Based on Genetic Programming. IEEE Trans. Image Process. 17(7): 1109-1120 (2008) - [c20]Nemanja Petrovic, Ljubomir Jovanov, Aleksandra Pizurica, Wilfried Philips:
Object Tracking Using Naive Bayesian Classifiers. ACIVS 2008: 775-784 - [c19]Casey Whitelaw, Alexander Kehlenbeck, Nemanja Petrovic, Lyle H. Ungar:
Web-scale named entity recognition. CIKM 2008: 123-132 - 2007
- [j3]Mithun Das Gupta, Shyamsundar Rajaram, Thomas S. Huang, Nemanja Petrovic:
Ordinal Regression Based Subpixel Shift Estimation for Video Super-Resolution. EURASIP J. Adv. Signal Process. 2007 (2007) - [c18]Shyamsundar Rajaram, Charlie K. Dagli, Nemanja Petrovic, Thomas S. Huang:
Diverse Active Ranking for Multimedia Search. CVPR 2007 - [c17]Sasa Misailovic, Aleksandar Milicevic, Nemanja Petrovic, Sarfraz Khurshid, Darko Marinov:
Parallel test generation and execution with Korat. ESEC/SIGSOFT FSE 2007: 135-144 - 2006
- [j2]Shyamsundar Rajaram, Mithun Das Gupta, Nemanja Petrovic, Thomas S. Huang:
Learning-Based Nonparametric Image Super-Resolution. EURASIP J. Adv. Signal Process. 2006 (2006) - [c16]Nemanja Petrovic, Vladimir S. Crnojevic:
Evolutionary Tree-Structured Filter for Impulse Noise Removal. ACIVS 2006: 103-113 - [c15]Mithun Das Gupta, Shyamsundar Rajaram, Nemanja Petrovic, Thomas S. Huang:
Models for Patch Based Image Restoration. CVPR Workshops 2006: 17 - [c14]Nemanja Petrovic, Aleksandar Ivanovic, Nebojsa Jojic:
Recursive estimation of generative models of video. CVPR (1) 2006: 79-86 - [c13]Mithun Das Gupta, Shyamsundar Rajaram, Nemanja Petrovic, Thomas S. Huang:
Classifiers for Motion. ICPR (2) 2006: 593-596 - 2005
- [b1]Nemanja Petrovic:
Graphical Models for Video Understanding. University of Illinois Urbana-Champaign, USA, 2005 - [j1]Nemanja Petrovic, Nebojsa Jojic, Thomas S. Huang:
Adaptive Video Fast Forward. Multim. Tools Appl. 26(3): 327-344 (2005) - [c12]Nemanja Petrovic, Vladimir S. Crnojevic:
Impulse Noise Detection Based on Robust Statistics and Genetic Programming. ACIVS 2005: 643-649 - [c11]Mithun Das Gupta, Shyamsundar Rajaram, Nemanja Petrovic, Thomas S. Huang:
Restoration and Recognition in a Loop. CVPR (1) 2005: 638-644 - [c10]Mithun Das Gupta, Shyamsundar Rajaram, Nemanja Petrovic, Thomas S. Huang:
Non-parametric image super-resolution using multiple images. ICIP (2) 2005: 89-92 - [p1]Nemanja Petrovic, Ira Cohen, Thomas S. Huang:
Machine Learning in Multimedia. Multimedia Content and the Semantic Web 2005: 237-252 - 2004
- [c9]Nemanja Petrovic, Nebojsa Jojic, Thomas S. Huang:
Hierarchical video clustering. MMSP 2004: 423-426 - 2003
- [c8]Nemanja Petrovic, Nebojsa Jojic, Brendan J. Frey, Thomas S. Huang:
Real-time On-line Learning of Transformed Hidden Markov Models from Video. AISTATS 2003: 225-232 - [c7]Nebojsa Jojic, Nemanja Petrovic, Thomas S. Huang:
Scene generative models for adaptive video fast forward. ICIP (2) 2003: 619-622 - 2001
- [c6]Nemanja Petrovic, Ira Cohen, Brendan J. Frey, Ralf Koetter, Thomas S. Huang:
Enforcing Integrability for Surface Reconstruction Algorithms Using Belief Propagation in Graphical Models. CVPR (1) 2001: I:743-748 - [c5]Ralf Koetter, Brendan J. Frey, Nemanja Petrovic, David C. Munson Jr.:
Unwrapping phase images by propagating probabilities across graphs. ICASSP 2001: 1845-1848 - [c4]Nemanja Petrovic, Branko Kolundzija:
Meshing of Hexagons into Convex Quadrilaterals. IMR 2001 - [c3]Brendan J. Frey, Ralf Koetter, Nemanja Petrovic:
"Codes" on images and iterative phase unwrapping. ITW 2001: 9-11 - [c2]Brendan J. Frey, Ralf Koetter, Nemanja Petrovic:
Very loopy belief propagation for unwrapping phase images. NIPS 2001: 737-743 - 2000
- [c1]Nebojsa Jojic, Nemanja Petrovic, Thomas S. Huang, Brendan J. Frey:
Transformed Hidden Markov Models: Estimating Mixture Models of Images and Inferring Spatial Transformations in Video Sequence. CVPR 2000: 2026-2033
Coauthor Index
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