| 2022 | ICASSP | Privacy-Preserving Federated Multi-Task Linear Regression: A One-Shot Linear Mixing Approach Inspired By Graph Regularization. | Harlin Lee, Andrea L. Bertozzi, Jelena Kovacevic, Yuejie Chi |
| 2022 | SOFTCOM | The Solution for Creating a 2D Top-View Map of the Pedestrian Positions Around the Vehicle. | Nemanja Avramovic, Mario Vranjes, Zeljko Lukac, Jelena Kovacevic |
| 2019 | ICASSP | 3D Point Cloud Denoising via Deep Neural Network Based Local Surface Estimation. | Chaojing Duan, Siheng Chen, Jelena Kovacevic |
| 2019 | ICASSP | Smooth Signal Recovery on Product Graphs. | Rohan Varma, Jelena Kovacevic |
| 2019 | ICASSP | Improving Graph Trend Filtering with Non-convex Penalties. | Rohan Varma, Harlin Lee, Yuejie Chi, Jelena Kovacevic |
| 2018 | AAAI | Generalized Value Iteration Networks: Life Beyond Lattices. | Sufeng Niu, Siheng Chen, Hanyu Guo, Colin Targonski, Melissa C. Smith, Jelena Kovacevic |
| 2017 | ICASSP | Contour-enhanced resampling of 3D point clouds via graphs. | Siheng Chen, Dong Tian, Chen Feng, Anthony Vetro, Jelena Kovacevic |
| 2017 | ICASSP | From biomedical imaging to urban data mining: Theory of signal representations. | Jelena Kovacevic |
| 2017 | ICASSP | Fast path localization on graphs via multiscale Viterbi decoding. | Yaoqing Yang, Siheng Chen, Mohammad Ali Maddah-Ali, Pulkit Grover, Soummya Kar, Jelena Kovacevic |
| 2016 | ICASSP | Representations of piecewise smooth signals on graphs. | Siheng Chen, Rohan Varma, Aarti Singh, Jelena Kovacevic |
| 2016 | ISIT | A statistical perspective of sampling scores for linear regression. | Siheng Chen, Rohan Varma, Aarti Singh, Jelena Kovacevic |
| 2015 | ICASSP | Sampling theory for graph signals. | Siheng Chen, Aliaksei Sandryhaila, Jelena Kovacevic |
| 2015 | ICASSP | Distributed algorithm for graph signal inpainting. | Siheng Chen, Aliaksei Sandryhaila, Jelena Kovacevic |
| 2015 | IGARSS | Supervised hyperspectral image classification with rejection. | Filipe Condessa, Jos M. Bioucas-Dias, Jelena Kovacevic |
| 2014 | ICASSP | Signal inpainting on graphs via total variation minimization. | Siheng Chen, Aliaksei Sandryhaila, George Lederman, Zihao Wang, Jos M. F. Moura, Piervincenzo Rizzo, Jacobo Bielak, James H. Garrett Jr., Jelena Kovacevic |
| 2014 | ICIP | Spatial density estimation based segmentation of super-resolution localization microscopy images. | Kuan-Chieh Jackie Chen, Ge Yang, Jelena Kovacevic |
| 2014 | ICIP | Algorithm and benchmark dataset for stain separation in histology images. | Michael T. McCann, Joshita Majumdar, Cheng Peng, Carlos A. Castro, Jelena Kovacevic |
| 2014 | IPAS | Alternating direction optimization for image segmentation using hidden Markov measure field models. | Jos M. Bioucas-Dias, Filipe Condessa, Jelena Kovacevic |
| 2013 | ICASSP | Multiresolution classification with semi-supervised learning for indirect bridge structural health monitoring. | Siheng Chen, Fernando Cerda, Jia Guo, Joel B. Harley, Qing Shi, Piervincenzo Rizzo, Jacobo Bielak, James H. Garrett Jr., Jelena Kovacevic |
| 2013 | SISY | Real time FPGA implementation of brushless DC motor control using single current sensor. | Milos Nikolic, Jelena Kovacevic, Nebojsa Pjevalica, Istvan Papp, Nikola Milivojevic |
| 2012 | ICIP | Adaptive active-mask image segmentation for quantitative characterization of mitochondrial morphology. | Kuan-Chieh Jackie Chen, Yiyi Yu, Ruiqin Li, Hao-Chih Lee, Ge Yang, Jelena Kovacevic |
| 2012 | ICIP | Otitis media vocabulary and grammar. | Anupama Kuruvilla, Jian Li, Pablo H. Hennings-Yeomans, Pedro Quelhas, Nader Shaikh, Alejandro Hoberman, Jelena Kovacevic |
| 2012 | ICIP | Automated colitis detection from endoscopic biopsies as a tissue screening tool in diagnostic pathology. | Michael T. McCann, Ramamurthy Bhagavatula, Matthew C. Fickus, John A. Ozolek, Jelena Kovacevic |
| 2011 | ICASSP | Compression of QRS complexes using Hermite expansion. | Aliaksei Sandryhaila, Jelena Kovacevic, Markus Pschel |
| 2010 | ICASSP | Convergence behavior of the Active Mask segmentation algorithm. | Doru-Cristian Balcan, Gowri Srinivasa, Matthew C. Fickus, Jelena Kovacevic |
| 2008 | CISS | Frames in bioimaging. | Amina Chebira, Jelena Kovacevic |
| 2008 | ICASSP | Haar filter banks for I-D space signals. | Aliaksei Sandryhaila, Jelena Kovacevic, Markus Pschel |
| 2008 | ICIP | Voting-based active contour segmentation of fMRI images of the brain. | Gowri Srinivasa, Vivek S. Oak, Siddharth Garg, Matthew C. Fickus, Jelena Kovacevic |
| 2007 | ICASSP | Lapped Tight Frame Transforms. | Amina Chebira, Jelena Kovacevic |
| 2007 | ICASSP | How to Encourage and Publish Reproducible Research. | Jelena Kovacevic |
| 2007 | ICIP | An Adaptive Multiresolution Approach to Fingerprint Recognition. | Amina Chebira, Lus Pedro Coelho, Aliaksei Sandryhaila, Stephen Lin, William G. Jenkinson, Jeremiah MacSleyne, Christopher Hoffman, Philipp Cuadra, Charles Jackson, Markus Pschel, Jelena Kovacevic |
| 2007 | ICIP | Efficient Acquisition and Learning of Fluorescence Microscope Data Models. | Charles Jackson, Robert F. Murphy, Jelena Kovacevic |
| 2006 | ICASSP | Sampling Theorem Associated With the Discrete Cosine Transform. | Jelena Kovacevic, Markus Pschel |
| 2006 | ICASSP | Adaptive Multiresolution Techniques for Subcellular Protein Location Classification. | Gowri Srinivasa, Thomas E. Merryman, Amina Chebira, Jelena Kovacevic, Alexia Mintos |
| 2005 | DCC | Real, Tight Frames with Maximal Robustness to Erasures. | Markus Pschel, Jelena Kovacevic |
| 2005 | ICASSP | Adaptive complex wavelet-based filtering of EEG for extraction of evoked potential responses. | Arnaud E. Jacquin, Elvir Causevic, E. Roy John, Jelena Kovacevic |
| 2005 | ICASSP | Adaptive Multirate Data Acquisition of 3D Cell Images. | Thomas E. Merryman, Jelena Kovacevic, Elvira Garcia Osuna, Robert F. Murphy |
| 2005 | ICASSP | Wavelet Packet Correlation Methods in Biometrics. | Jason Thornton, Pablo Hennings, Jelena Kovacevic, B. V. K. Vijaya Kumar |
| 2002 | DCC | Quantized Frame Expansions In A Wireless Environment. | Aurlie C. Lozano, Jelena Kovacevic, Mike Andrews |
| 2001 | DCC | Quantized Oversampled Filter Banks with Erasures. | Pier Luigi Dragotti, Jelena Kovacevic, Vivek K. Goyal |
| 2000 | DCC | Multiple Description Lattice Vector Quantization: Variations and Extensions. | Jonathan A. Kelner, Vivek K. Goyal, Jelena Kovacevic |
| 1999 | DCC | Quantized Frame Expansions as Source-Channel Codes for Erasure Channels. | Vivek K. Goyal, Jelena Kovacevic, Martin Vetterli |
| 1999 | ICIP | Quadtrees for Embedded Surface Visualization: Constraints and Efficient Data Structures. | Laurent Balmelli, Jelena Kovacevic, Martin Vetterli |
| 1998 | DCC | Optimal Multiple Description Transform Coding of Gaussian Vectors. | Vivek K. Goyal, Jelena Kovacevic |
| 1998 | ICASSP | Interactive DSP education using Java. | Yves Cheneval, Laurent Balmelli, Paolo Prandoni, Jelena Kovacevic, Martin Vetterli |
| 1998 | ICIP | Multiple Description Transform Coding of Images. | Vivek K. Goyal, Jelena Kovacevic, Ramon Arean, Martin Vetterli |
| 1997 | ICIP | Nonredundant Image Representations. | F. M. L. Ng, Jelena Kovacevic |
| 1996 | DCC | Arbitrary Tilings of the Time-Frequency Plane Using Local Bases. | Riccardo Bernardini, Jelena Kovacevic |
| 1996 | ICASSP | Local bases yielding arbitrary tilings of the time-frequency plane. | Riccardo Bernardini, Jelena Kovacevic |
| 1996 | ICIP | Designing local orthogonal bases for evaluating image quality. | Riccardo Bernardini, Jelena Kovacevic |
| 1995 | ICASSP | Local cosine bases in two dimensions. | Jelena Kovacevic |
| 1995 | ICIP | Local orthogonal bases. | Riccardo Bernardini, Jelena Kovacevic |
| 1993 | ICASSP | Time-varying orthonormal tilings of the time-frequency plane. | Cormac Herley, Jelena Kovacevic, Kannan Ramchandran, Martin Vetterli |
| 1993 | ISCAS | New results on multidimensional filter banks and wavelets. | Jelena Kovacevic, Martin Vetterli |
| 1992 | ICASSP | Design of multidimensional non-separable regular filter banks and wavelets. | Jelena Kovacevic, Martin Vetterli |
| 1991 | ICASSP | Perfect reconstruction filter banks with rational sampling rate changes. | Jelena Kovacevic, Martin Vetterli |
| 1989 | ICASSP | Image coding with windowed modulated filter banks. | Jelena Kovacevic, Didier J. Le Gall, Martin Vetterli |