Jelena Kovacevic

ORCID

Publication Activity (10 Years)

Years Active: 1989-2023
Publications (10 Years): 70

Top Venues

Publications

Selin Aviyente, Alejandro F. Frangi, Erik Meijering, Arrate Muñoz-Barrutia, Michael Liebling, Dimitri Van De Ville, Jean-Christophe Olivo-Marin, Jelena Kovacevic, Michael Unser
From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee. IEEE Signal Process. Mag. 40 (4) (2023)
Anuva Kulkarni, Jelena Kovacevic, Franz Franchetti
A framework for low communication approaches for large scale 3D convolution. ICPP Workshops (2022)
Nemanja Avramovic, Mario Vranjes, Zeljko Lukac, Jelena Kovacevic
The Solution for Creating a 2D Top-View Map of the Pedestrian Positions Around the Vehicle. SoftCOM (2022)
Harlin Lee, Andrea L. Bertozzi, Jelena Kovacevic, Yuejie Chi
Privacy-Preserving Federated Multi-Task Linear Regression: A One-Shot Linear Mixing Approach Inspired By Graph Regularization. ICASSP (2022)
Nenad Pekez, Andrej Popovic, Jelena Kovacevic
Ethernet TCP/IP-Based Audio Interface for DSP System Verification. IEEE Consumer Electron. Mag. 10 (1) (2021)
Rohan Varma, Harlin Lee, Jelena Kovacevic, Yuejie Chi
Vector-Valued Graph Trend Filtering With Non-Convex Penalties. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
Anuva Kulkarni, Jelena Kovacevic, Franz Franchetti
Massive Scaling of MASSIF: Algorithm Development and Analysis for Simulation on GPUs. PASC (2020)
Chaojing Duan, Siheng Chen, Jelena Kovacevic
3D Point Cloud Denoising via Deep Neural Network Based Local Surface Estimation. ICASSP (2019)
Chaojing Duan, Siheng Chen, Jelena Kovacevic
3D Point Cloud Denoising via Deep Neural Network based Local Surface Estimation. CoRR (2019)
Rohan Varma, Jelena Kovacevic
Smooth Signal Recovery on Product Graphs. ICASSP (2019)
Rohan Varma, Harlin Lee, Jelena Kovacevic, Yuejie Chi
Vector-Valued Graph Trend Filtering with Non-Convex Penalties. CoRR (2019)
Rohan Varma, Harlin Lee, Yuejie Chi, Jelena Kovacevic
Improving Graph Trend Filtering with Non-convex Penalties. ICASSP (2019)
Siheng Chen, Aarti Singh, Jelena Kovacevic
Multiresolution Representations for Piecewise-Smooth Signals on Graphs. CoRR (2018)
Chaojing Duan, Siheng Chen, Jelena Kovacevic
Weighted Multi-projection: 3D Point Cloud Denoising with Estimated Tangent Planes. CoRR (2018)
Rohan Varma, Jelena Kovacevic
Sampling Theory for Graph Signals on Product Graphs. CoRR (2018)
Mauro Mangia, Fabio Pareschi, Rohan Varma, Riccardo Rovatti, Jelena Kovacevic, Gianluca Setti
Rakeness-Based Compressed Sensing of Multiple-Graph Signals for IoT Applications. IEEE Trans. Circuits Syst. II Express Briefs (5) (2018)
Siheng Chen, Dong Tian, Chen Feng, Anthony Vetro, Jelena Kovacevic
Fast Resampling of Three-Dimensional Point Clouds via Graphs. IEEE Trans. Signal Process. 66 (3) (2018)
Chaojing Duan, Siheng Chen, Jelena Kovacevic
Weighted Multi-Projection: 3D Point Cloud Denoising with Tangent Planes. GlobalSIP (2018)
Yaoqing Yang, Siheng Chen, Mohammad Ali Maddah-Ali, Pulkit Grover, Soummya Kar, Jelena Kovacevic
Fast Temporal Path Localization on Graphs via Multiscale Viterbi Decoding. IEEE Trans. Signal Process. 66 (21) (2018)
Rohan A. Varma, Jelena Kovacevic
Sampling Theory for Graph Signals on Product Graphs. GlobalSIP (2018)
Antonio Ortega, Pascal Frossard, Jelena Kovacevic, José M. F. Moura, Pierre Vandergheynst
Graph Signal Processing: Overview, Challenges, and Applications. Proc. IEEE 106 (5) (2018)
Sufeng Niu, Siheng Chen, Hanyu Guo, Colin Targonski, Melissa C. Smith, Jelena Kovacevic
Generalized Value Iteration Networks: Life Beyond Lattices. AAAI (2018)
Anuva Kulkarni, Franz Franchetti, Jelena Kovacevic
Large-Scale Algorithm Design for Parallel FFT-based Simulations on GPUs. GlobalSIP (2018)
Momcilo Krunic, Jelena Kovacevic, Miroslav Popovic, Vlado Krunic
Instructions energy consumption on a heterogeneous multicore platform. ECBS (2017)
Rohan Varma, Siheng Chen, Jelena Kovacevic
Graph topology recovery for regular and irregular graphs. CAMSAP (2017)
Siheng Chen, Sufeng Niu, Leman Akoglu, Jelena Kovacevic, Christos Faloutsos
Fast, Warped Graph Embedding: Unifying Framework and One-Click Algorithm. CoRR (2017)
Jelena Kovacevic
Our Hidden Figures {Point of View]. Proc. IEEE 105 (10) (2017)
Siheng Chen, Yaoqing Yang, Shi Zong, Aarti Singh, Jelena Kovacevic
Detecting Localized Categorical Attributes on Graphs. IEEE Trans. Signal Process. 65 (10) (2017)
Yaoqing Yang, Siheng Chen, Mohammad Ali Maddah-Ali, Pulkit Grover, Soummya Kar, Jelena Kovacevic
Fast path localization on graphs via multiscale Viterbi decoding. ICASSP (2017)
Yonina C. Eldar, Alfred O. Hero III, Li Deng, Jeffrey A. Fessler, Jelena Kovacevic, H. Vincent Poor, Steve J. Young
Challenges and Open Problems in Signal Processing: Panel Discussion Summary from ICASSP 2017 [Panel and Forum]. IEEE Signal Process. Mag. 34 (6) (2017)
Siheng Chen, Dong Tian, Chen Feng, Anthony Vetro, Jelena Kovacevic
Fast Resampling of 3D Point Clouds via Graphs. CoRR (2017)
Siheng Chen, Dong Tian, Chen Feng, Anthony Vetro, Jelena Kovacevic
Contour-enhanced resampling of 3D point clouds via graphs. ICASSP (2017)
Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
Performance measures for classification systems with rejection. Pattern Recognit. 63 (2017)
Sufeng Niu, Siheng Chen, Hanyu Guo, Colin Targonski, Melissa C. Smith, Jelena Kovacevic
Generalized Value Iteration Networks: Life Beyond Lattices. CoRR (2017)
Jelena Kovacevic
From biomedical imaging to urban data mining: Theory of signal representations. ICASSP (2017)
Momcilo Krunic, Ivan Povazan, Miroslav Popovic, Jelena Kovacevic
Data flow CAD tool for firniware development and power consumption estimation in multi-core hearing aids. ICCE (2016)
Siheng Chen, Rohan Varma, Aarti Singh, Jelena Kovacevic
A statistical perspective of sampling scores for linear regression. ISIT (2016)
Siheng Chen, Yaoqing Yang, Christos Faloutsos, Jelena Kovacevic
Monitoring Manhattan's traffic at 5 intersections? GlobalSIP (2016)
Michael T. McCann, Matthew C. Fickus, Jelena Kovacevic
Rotation Invariant Angular Descriptor Via A Bandlimited Gaussian-like Kernel. CoRR (2016)
Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
Supervised Hyperspectral Image Classification With Rejection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (6) (2016)
Siheng Chen, Rohan Varma, Aarti Singh, Jelena Kovacevic
Signal Recovery on Graphs: Fundamental Limits of Sampling Strategies. IEEE Trans. Signal Inf. Process. over Networks 2 (4) (2016)
Siheng Chen, Yaoqing Yang, José M. F. Moura, Jelena Kovacevic
Signal Localization, Decomposition and Dictionary Learning on Graphs. CoRR (2016)
Siheng Chen, Yaoqing Yang, Shi Zong, Aarti Singh, Jelena Kovacevic
Detecting Structure-correlated Attributes on Graphs. CoRR (2016)
Siheng Chen, Rohan Varma, Aarti Singh, Jelena Kovacevic
Representations of piecewise smooth signals on graphs. ICASSP (2016)
Siheng Chen, Yaoqing Yang, Aarti Singh, Jelena Kovacevic
Signal detection on graphs: Bernoulli noise model. GlobalSIP (2016)
Nemanja Fimic, Sreten Tanackovic, Jelena Kovacevic, Miodrag R. Temerinac
Implementation of multi-format adaptive streaming server. ICCE-Berlin (2015)
Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
SegSALSA-STR: A convex formulation to supervised hyperspectral image segmentation using hidden fields and structure tensor regularization. CoRR (2015)
Siheng Chen, Rohan Varma, Aarti Singh, Jelena Kovacevic
Signal Recovery on Graphs: Random versus Experimentally Designed Sampling. CoRR (2015)
Anuva Kulkarni, Filipe Condessa, Jelena Kovacevic
Unsupervised image segmentation using comparative reasoning and random walks. GlobalSIP (2015)
Siheng Chen, Rohan Varma, Aarti Singh, Jelena Kovacevic
Signal Representations on Graphs: Tools and Applications. CoRR (2015)
Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
SegSALSA-STR: A convex formulation to supervised hyperspectral image segmentation using hidden fields and structure tensor regularization. WHISPERS (2015)
Siheng Chen, Rohan Varma, Aliaksei Sandryhaila, Jelena Kovacevic
Discrete Signal Processing on Graphs: Sampling Theory. CoRR (2015)
Arrate Muñoz-Barrutia, Jelena Kovacevic, Michal Kozubek, Erik Meijering, Braham Parvin
Quantitative Bioimaging: Signal Processing in Light Microscopy [From the Guest Editors]. IEEE Signal Process. Mag. 32 (1) (2015)
Kuan-Chieh Jackie Chen, Yiyi Yu, Jelena Kovacevic, Ge Yang
A sliding-window data aggregation method for super-resolution imaging of live cells. ISBI (2015)
Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
Supervised hyperspectral image classification with rejection. IGARSS (2015)
Tianxi Ji, Siheng Chen, Rohan Varma, Jelena Kovacevic
Energy-efficient route planning for autonomous aerial vehicles based on graph signal recovery. Allerton (2015)
Siheng Chen, Aliaksei Sandryhaila, Jelena Kovacevic
Sampling theory for graph signals. ICASSP (2015)
Michael T. McCann, John A. Ozolek, Carlos A. Castro, Bahram Parvin, Jelena Kovacevic
Automated Histology Analysis: Opportunities for signal processing. IEEE Signal Process. Mag. 32 (1) (2015)
Krsto Lazic, Ilija Basicevic, Jelena Kovacevic
Bandwidth estimation in adapti1v e video streaming over HTTP. ICCE (2015)
Filipe Condessa, Jelena Kovacevic, José M. Bioucas-Dias
Performance measures for classification systems with rejection. CoRR (2015)
Siheng Chen, Rohan Varma, Aliaksei Sandryhaila, Jelena Kovacevic
Discrete Signal Processing on Graphs: Sampling Theory. IEEE Trans. Signal Process. 63 (24) (2015)
Sean Bittner, Siheng Chen, Jelena Kovacevic
Fast algorithm for neural network reconstruction. ISBI (2015)
Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
Robust hyperspectral image classification with rejection fields. CoRR (2015)
Siheng Chen, Aliaksei Sandryhaila, José M. F. Moura, Jelena Kovacevic
Signal Recovery on Graphs: Variation Minimization. IEEE Trans. Signal Process. 63 (17) (2015)
Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
Robust hyperspectral image classification with rejection fields. WHISPERS (2015)
Rohan Varma, Siheng Chen, Jelena Kovacevic
Spectrum-blind signal recovery on graphs. CAMSAP (2015)
Siheng Chen, Aliaksei Sandryhaila, Jelena Kovacevic
Distributed algorithm for graph signal inpainting. ICASSP (2015)
Marko Grumic, Marko Vasic, Jelena Kovacevic, Ivan Kastelan
Porting of run-time environment for Lua-based applications. ICCE-Berlin (2015)
Siheng Chen, Rohan Varma, Aarti Singh, Jelena Kovacevic
Signal Recovery on Graphs: Fundamental Limits of Sampling Strategies. CoRR (2015)
Filipe Condessa, José M. Bioucas-Dias, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic
Image Classification with Rejection using Contextual Information. CoRR (2015)
Krsto Lazic, Jelena Kovacevic, Ilija Basicevic, Milan Acanski
IP client integration in a DVB software stack. ICCE-Berlin (2014)
Siheng Chen, Aliaksei Sandryhaila, José M. F. Moura, Jelena Kovacevic
Signal denoising on graphs via graph filtering. GlobalSIP (2014)
Filipe Condessa, José M. Bioucas-Dias, Jelena Kovacevic
Supervised hyperspectral image segmentation: A convex formulation using hidden fields. WHISPERS (2014)
Siheng Chen, Aliaksei Sandryhaila, George Lederman, Zihao Wang, José M. F. Moura, Piervincenzo Rizzo, Jacobo Bielak, James H. Garrett Jr., Jelena Kovacevic
Signal inpainting on graphs via total variation minimization. ICASSP (2014)
Istvan Papp, Milan S. Savic, Milan Z. Bjelica, Jelena Kovacevic
Real-time AV synchronization delay measurement for multimedia devices. ICCE (2014)
Siheng Chen, Fernando Cerda, Piervincenzo Rizzo, Jacobo Bielak, James H. Garrett Jr., Jelena Kovacevic
Semi-Supervised Multiresolution Classification Using Adaptive Graph Filtering With Application to Indirect Bridge Structural Health Monitoring. IEEE Trans. Signal Process. 62 (11) (2014)
Kuan-Chieh Jackie Chen, Minhua Qiu, Jelena Kovacevic, Ge Yang
Computational Image Modeling for Characterization and Analysis of Intracellular Cargo Transport. CompIMAGE (2014)
Dejan Popov Tapavicki, Nikola Spiric, Sreten Tanackovic, Nemanja Fimic, Jelena Kovacevic
Implementation of DTCP-IP protected content on Android devices. MECO (2014)
Siheng Chen, Aliaksei Sandryhaila, José M. F. Moura, Jelena Kovacevic
Signal Recovery on Graphs. CoRR (2014)
Michael T. McCann, Joshita Majumdar, Cheng Peng, Carlos A. Castro, Jelena Kovacevic
Algorithm and benchmark dataset for stain separation in histology images. ICIP (2014)
Jelena Kovacevic, Goran Miljkovic, Velibor Mihic, Krsto Lazic
Advanced rate adaptation algorithm in video streaming over HTTP. ICCE-Berlin (2014)
José M. Bioucas-Dias, Filipe Condessa, Jelena Kovacevic
Alternating direction optimization for image segmentation using hidden Markov measure field models. Image Processing: Algorithms and Systems (2014)
Krsto Lazic, Jelena Kovacevic, Ilija Basicevic, Milan Acanski
IP server implementation on an embedded platform. ICCE-Berlin (2014)
Kuan-Chieh Jackie Chen, Ge Yang, Jelena Kovacevic
Spatial density estimation based segmentation of super-resolution localization microscopy images. ICIP (2014)
Kuan-Chieh Jackie Chen, Jelena Kovacevic, Ge Yang
Structure-based determination of imaging length for super-resolution localization microscopy. ISBI (2014)
Michael T. McCann, Dustin G. Mixon, Matthew C. Fickus, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic
Images as Occlusions of Textures: A Framework for Segmentation. IEEE Trans. Image Process. 23 (5) (2014)
Siheng Chen, Aliaksei Sandryhaila, José M. F. Moura, Jelena Kovacevic
Adaptive graph filtering: Multiresolution classification on graphs. GlobalSIP (2013)
Milos Nikolic, Jelena Kovacevic, Nebojsa Pjevalica, Istvan Papp, Nikola Milivojevic
Real time FPGA implementation of brushless DC motor control using single current sensor. SISY (2013)
Jelena Kovacevic, Goran Miljkovic, Krsto Lazic, Milan Stankic
Evaluation of adaptive streaming algorithms over HTTP. ICCE-Berlin (2013)
Filipe Condessa, José M. Bioucas-Dias, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic
Classification with reject option using contextual information. ISBI (2013)
Siheng Chen, Fernando Cerda, Jia Guo, Joel B. Harley, Qing Shi, Piervincenzo Rizzo, Jacobo Bielak, James H. Garrett Jr., Jelena Kovacevic
Multiresolution classification with semi-supervised learning for indirect bridge structural health monitoring. ICASSP (2013)
Anupama Kuruvilla, Nader Shaikh, Alejandro Hoberman, Jelena Kovacevic
Automated Diagnosis of Otitis Media: Vocabulary and Grammar. Int. J. Biomed. Imaging 2013 (2013)
Mladen Stanojevic, Vukota Pekovic, Vladimir Marinkovic, Ivan Kastelan, Jelena Kovacevic
Workflow based test script generation. ICCE-Berlin (2013)
Kuan-Chieh Jackie Chen, Yiyi Yu, Ruiqin Li, Hao-Chih Lee, Ge Yang, Jelena Kovacevic
Adaptive active-mask image segmentation for quantitative characterization of mitochondrial morphology. ICIP (2012)
Michael T. McCann, Ramamurthy Bhagavatula, Matthew C. Fickus, John A. Ozolek, Jelena Kovacevic
Automated colitis detection from endoscopic biopsies as a tissue screening tool in diagnostic pathology. ICIP (2012)
Aliaksei Sandryhaila, Samir Saba, Markus Püschel, Jelena Kovacevic
Efficient Compression of QRS Complexes Using Hermite Expansion. IEEE Trans. Signal Process. 60 (2) (2012)
Aliaksei Sandryhaila, Jelena Kovacevic, Markus Püschel
Algebraic Signal Processing Theory: 1-D Nearest Neighbor Models. IEEE Trans. Signal Process. 60 (5) (2012)
Anupama Kuruvilla, Jian Li, Pablo H. Hennings-Yeomans, Pedro Quelhas, Nader Shaikh, Alejandro Hoberman, Jelena Kovacevic
Otitis media vocabulary and grammar. ICIP (2012)
Aliaksei Sandryhaila, Jelena Kovacevic, Markus Püschel
Compression of QRS complexes using Hermite expansion. ICASSP (2011)
Doru-Cristian Balcan, Gowri Srinivasa, Matthew C. Fickus, Jelena Kovacevic
Guaranteeing Convergence of Iterative Skewed Voting Algorithms for Image Segmentation CoRR (2011)

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Publication Activity (10 Years)

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Jelena Kovacevic