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 (CVPR, 2000)

Enforcing Integrability for Surface Reconstruction Algorithms Using Belief Propagation in Graphical Models. - Nemanja Petrovic; Ira Cohen; Brendan J. Frey; Ralf Koetter; Thomas S. Huang (CVPR (1), 2001)

Unwrapping phase images by propagating probabilities across graphs. - Ralf Koetter; Brendan J. Frey; Nemanja Petrovic; David C. Munson Jr. (ICASSP, 2001)

Meshing of Hexagons into Convex Quadrilaterals. - Nemanja Petrovic; Branko Kolundzija (IMR, 2001)

"Codes" on images and iterative phase unwrapping. - Brendan J. Frey; Ralf Koetter; Nemanja Petrovic (ITW, 2001)

Very loopy belief propagation for unwrapping phase images. - Brendan J. Frey; Ralf Koetter; Nemanja Petrovic (NIPS, 2001)

Real-time On-line Learning of Transformed Hidden Markov Models from Video. - Nemanja Petrovic; Nebojsa Jojic; Brendan J. Frey; Thomas S. Huang (AISTATS, 2003)

Scene generative models for adaptive video fast forward. - Nebojsa Jojic; Nemanja Petrovic; Thomas S. Huang (ICIP (2), 2003)

Hierarchical video clustering. - Nemanja Petrovic; Nebojsa Jojic; Thomas S. Huang (MMSP, 2004)

Machine Learning in Multimedia. - Nemanja Petrovic; Ira Cohen; Thomas S. Huang (Multimedia Content and the Semantic Web, 2005)

Impulse Noise Detection Based on Robust Statistics and Genetic Programming. - Nemanja Petrovic; Vladimir S. Crnojevic (ACIVS, 2005)

Restoration and Recognition in a Loop. - Mithun Das Gupta; Shyamsundar Rajaram; Nemanja Petrovic; Thomas S. Huang (CVPR (1), 2005)

Non-parametric image super-resolution using multiple images. - Mithun Das Gupta; Shyamsundar Rajaram; Nemanja Petrovic; Thomas S. Huang (ICIP (2), 2005)

Adaptive Video Fast Forward. - Nemanja Petrovic; Nebojsa Jojic; Thomas S. Huang (Multim. Tools Appl., 2005)

Graphical Models for Video Understanding - Nemanja Petrovic (2005)

Evolutionary Tree-Structured Filter for Impulse Noise Removal. - Nemanja Petrovic; Vladimir S. Crnojevic (ACIVS, 2006)

Models for Patch Based Image Restoration. - Mithun Das Gupta; Shyamsundar Rajaram; Nemanja Petrovic; Thomas S. Huang (CVPR Workshops, 2006)

Recursive estimation of generative models of video. - Nemanja Petrovic; Aleksandar Ivanovic; Nebojsa Jojic (CVPR (1), 2006)

Classifiers for Motion. - Mithun Das Gupta; Shyamsundar Rajaram; Nemanja Petrovic; Thomas S. Huang (ICPR (2), 2006)

Learning-Based Nonparametric Image Super-Resolution. - Shyamsundar Rajaram; Mithun Das Gupta; Nemanja Petrovic; Thomas S. Huang (EURASIP J. Adv. Signal Process., 2006)

Diverse Active Ranking for Multimedia Search. - Shyamsundar Rajaram; Charlie K. Dagli; Nemanja Petrovic; Thomas S. Huang (CVPR, 2007)

Parallel test generation and execution with Korat. - Sasa Misailovic; Aleksandar Milicevic; Nemanja Petrovic; Sarfraz Khurshid; Darko Marinov (ESEC/SIGSOFT FSE, 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)

Object Tracking Using Naive Bayesian Classifiers. - Nemanja Petrovic; Ljubomir Jovanov; Aleksandra Pizurica; Wilfried Philips (ACIVS, 2008)

Web-scale named entity recognition. - Casey Whitelaw; Alexander Kehlenbeck; Nemanja Petrovic; Lyle H. Ungar (CIKM, 2008)

Universal Impulse Noise Filter Based on Genetic Programming. - Nemanja Petrovic; Vladimir S. Crnojevic (IEEE Trans. Image Process., 2008)

Impulse Noise Filtering Using Robust Pixel-Wise S-Estimate of Variance. - Vladimir S. Crnojevic; Nemanja I. Petrovic (EURASIP J. Adv. Signal Process., 2010)

Robust sparse image denoising. - Radovan Obradovic; Marko Janev; Borislav Antic; Vladimir S. Crnojevic; Nemanja I. Petrovic (ICIP, 2011)

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)