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Jelena Kovacevic

William R. Berkley Professor and Dean of the NYU Tandon School of Engineering

    1988 …2020

    Research output per year

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    Research Output

    2020

    Diagnosis algorithms for indirect structural health monitoring of a bridge model via dimensionality reduction

    Liu, J., Chen, S., Bergés, M., Bielak, J., Garrett, J. H., Kovačević, J. & Noh, H. Y., Feb 2020, In : Mechanical Systems and Signal Processing. 136, 106454.

    Research output: Contribution to journalArticle

    Vector-Valued Graph Trend Filtering with Non-Convex Penalties

    Varma, R., Lee, H., Kovacevic, J. & Chi, Y., Jan 1 2020, In : IEEE Transactions on Signal and Information Processing over Networks. 6, p. 48-62 15 p., 8926407.

    Research output: Contribution to journalArticle

    2019

    3D Point Cloud Denoising via Deep Neural Network Based Local Surface Estimation

    Duan, C., Chen, S. & Kovacevic, J., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8553-8557 5 p. 8682812. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    A damage localization and quantification algorithm for indirect structural health monitoring of bridges using multi-task learning

    Liu, J., Bergés, M., Bielak, J., Garrett, J. H., Kovačević, J. & Noh, H. Y., May 8 2019, 45th Annual Review of Progress in Quantitative Nondestructive Evaluation, Volume 38. Laflamme, S., Holland, S. & Bond, L. J. (eds.). American Institute of Physics Inc., 090003. (AIP Conference Proceedings; vol. 2102).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access

    Dynamic responses, GPS positions and environmental conditions of two light rail vehicles in Pittsburgh

    Liu, J., Chen, S., Lederman, G., Kramer, D. B., Noh, H. Y., Bielak, J., Garrett, J. H., Kovačević, J. & Bergés, M., Aug 12 2019, In : Scientific Data. 6, 1, 1 p.

    Research output: Contribution to journalArticle

    Open Access

    Improving Graph Trend Filtering with Non-convex Penalties

    Varma, R., Lee, H., Chi, Y. & Kovacevic, J., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5391-5395 5 p. 8683279. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Large-scale algorithm design for parallel FFT-based simulations on GPUs

    Kulkarni, A., Franchetti, F. & Kovacevic, J., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 301-305 5 p. 8646675. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Passive and Active Sampling for Piecewise-Smooth Graph Signals

    Varma, R. & Kovačević, J., Jul 2019, 2019 13th International Conference on Sampling Theory and Applications, SampTA 2019. Institute of Electrical and Electronics Engineers Inc., 9030846. (2019 13th International Conference on Sampling Theory and Applications, SampTA 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Random Sampling for Bandlimited Signals on Product Graphs

    Varma, R. & Kovačević, J., Jul 2019, 2019 13th International Conference on Sampling Theory and Applications, SampTA 2019. Institute of Electrical and Electronics Engineers Inc., 9030836. (2019 13th International Conference on Sampling Theory and Applications, SampTA 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Sampling theory for graph signals on product graphs

    Varma, R. A. & Kovacevic, J., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 768-772 5 p. 8646362. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Smooth Signal Recovery on Product Graphs

    Varma, R. & Kovacevic, J., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4958-4962 5 p. 8682511. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Weighted multi-projection: 3D point cloud denoising with tangent planes

    Duan, C., Chen, S. & Kovacevic, J., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 725-729 5 p. 8646331. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2018

    Fast resampling of three-dimensional point clouds via graphs

    Chen, S., Tian, D., Feng, C., Vetro, A. & Kovačević, J., Feb 1 2018, In : IEEE Transactions on Signal Processing. 66, 3, p. 666-681 16 p.

    Research output: Contribution to journalArticle

    Fast temporal path localization on graphs via multiscale viterbi decoding

    Yang, Y., Chen, S., Maddah-Ali, M. A., Grover, P., Kar, S. & Kovacevic, J., Nov 1 2018, In : IEEE Transactions on Signal Processing. 66, 21, p. 5588-5603 16 p., 8458140.

    Research output: Contribution to journalArticle

    Generalized value iteration networks: Life beyond lattices

    Niu, S., Chen, S., Guo, H., Targonski, C., Smith, M. C. & Kovačević, J., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 6246-6253 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Graph Signal Processing: Overview, Challenges, and Applications

    Ortega, A., Frossard, P., Kovacevic, J., Moura, J. M. F. & Vandergheynst, P., May 2018, In : Proceedings of the IEEE. 106, 5, p. 808-828 21 p.

    Research output: Contribution to journalArticle

    Graph topology recovery for regular and irregular graphs

    Varma, R., Chen, S. & Kovačević, J., Mar 9 2018, 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. 8313202. (2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2017; vol. 2017-December).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Rakeness-Based Compressed Sensing of Multiple-Graph Signals for IoT Applications

    Mangia, M., Pareschi, F., Varma, R., Rovatti, R., Kovačević, J. & Setti, G., May 2018, In : IEEE Transactions on Circuits and Systems II: Express Briefs. 65, 5, p. 682-686 5 p.

    Research output: Contribution to journalArticle

    2017

    A data fusion approach for track monitoring from multiple in-service trains

    Lederman, G., Chen, S., Garrett, J. H., Kovačević, J., Noh, H. Y. & Bielak, J., Oct 2017, In : Mechanical Systems and Signal Processing. 95, p. 363-379 17 p.

    Research output: Contribution to journalArticle

    Contour-enhanced resampling of 3D point clouds via graphs

    Chen, S., Tian, D., Feng, C., Vetro, A. & Kovacevic, J., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2941-2945 5 p. 7952695. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Detecting localized categorical attributes on graphs

    Chen, S., Yang, Y., Zong, S., Singh, A. & Kovacevic, J., Jan 1 2017, In : IEEE Transactions on Signal Processing. 65, 10, p. 2725-2740 16 p., 7849228.

    Research output: Contribution to journalArticle

    Fast path localization on graphs via multiscale Viterbi decoding

    Yang, Y., Chen, S., Ali Maddah-Ali, M., Grover, P., Kar, S. & Kovacevic, J., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4114-4118 5 p. 7952930. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    From biomedical imaging to urban data mining: Theory of signal representations

    Kovačević, J., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6463-6467 5 p. 7953401. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Light field otoscope design for 3D in vivo imaging of the middle ear

    Bedard, N., Shope, T., Hoberman, A., Haralam, M. A., Shaikh, N., Kovačević, J., Balram, N. & Tošić, I., Jan 1 2017, In : Biomedical Optics Express. 8, 1, p. 260-272 13 p., #278174.

    Research output: Contribution to journalArticle

    Monitoring Manhattan's traffic at 5 intersections?

    Chen, S., Yang, Y., Faloutsos, C. & Kovačević, J., Apr 19 2017, 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1270-1274 5 p. 7906045. (2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Our Hidden Figures {Point of View]

    Kovacevic, J., Oct 2017, In : Proceedings of the IEEE. 105, 10, p. 1847-1850 4 p., 8047435.

    Research output: Contribution to journalArticle

    Performance measures for classification systems with rejection

    Condessa, F., Bioucas-Dias, J. & Kovačević, J., Mar 1 2017, In : Pattern Recognition. 63, p. 437-450 14 p.

    Research output: Contribution to journalArticle

    Signal detection on graphs: Bernoulli noise model

    Chen, S., Yang, Y., Singh, A. & Kovačević, J., Apr 19 2017, 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 395-399 5 p. 7905871. (2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Track-monitoring from the dynamic response of an operational train

    Lederman, G., Chen, S., Garrett, J., Kovačević, J., Noh, H. Y. & Bielak, J., Mar 15 2017, In : Mechanical Systems and Signal Processing. 87, p. 1-16 16 p.

    Research output: Contribution to journalArticle

    Track monitoring from the dynamic response of a passing train: A sparse approach

    Lederman, G., Chen, S., Garrett, J. H., Kovačević, J., Noh, H. Y. & Bielak, J., Jun 1 2017, In : Mechanical Systems and Signal Processing. 90, p. 141-153 13 p.

    Research output: Contribution to journalArticle

    2016

    A statistical perspective of sampling scores for linear regression

    Chen, S., Varma, R., Singh, A. & Kovacevic, J., Aug 10 2016, Proceedings - ISIT 2016; 2016 IEEE International Symposium on Information Theory. Institute of Electrical and Electronics Engineers Inc., p. 1556-1560 5 p. 7541560. (IEEE International Symposium on Information Theory - Proceedings; vol. 2016-August).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Energy-efficient route planning for autonomous aerial vehicles based on graph signal recovery

    Ji, T., Chen, S., Varma, R. & Kovacevic, J., Apr 4 2016, 2015 53rd Annual Allerton Conference on Communication, Control, and Computing, Allerton 2015. Institute of Electrical and Electronics Engineers Inc., p. 1414-1421 8 p. 7447174. (2015 53rd Annual Allerton Conference on Communication, Control, and Computing, Allerton 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Representations of piecewise smooth signals on graphs

    Chen, S., Varma, R., Singh, A. & Kovacevic, J., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6370-6374 5 p. 7472903. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2016-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Signal recovery on graphs: Fundamental limits of sampling strategies

    Chen, S., Varma, R., Singh, A. & Kovacevic, J., Jan 1 2016, In : IEEE Transactions on Signal and Information Processing over Networks. 2, 4, p. 539-554 16 p., 7581102.

    Research output: Contribution to journalArticle

    Supervised Hyperspectral Image Classification with Rejection

    Condessa, F., Bioucas-Dias, J. & Kovacevic, J., Jun 2016, In : IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 9, 6, p. 2321-2332 12 p., 7393457.

    Research output: Contribution to journalArticle

    Unsupervised image segmentation using comparative reasoning and random walks

    Kulkarni, A., Condessa, F. & Kovacevic, J., Feb 23 2016, 2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015. Institute of Electrical and Electronics Engineers Inc., p. 338-342 5 p. 7418213. (2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2015

    A sliding-window data aggregation method for super-resolution imaging of live cells

    Chen, K. C. J., Yu, Y., Kovacevic, J. & Yang, G., Jul 21 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 785-788 4 p. 7163989. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Automated Histology Analysis: Opportunities for signal processing

    McCann, M. T., Ozolek, J. A., Castro, C. A., Parvin, B. & Kovačević, J., Jan 1 2015, In : IEEE Signal Processing Magazine. 32, 1, p. 78-87 10 p., 6975290.

    Research output: Contribution to journalReview article

    Discrete Signal Processing on Graphs: Sampling Theory

    Chen, S., Varma, R., Sandryhaila, A. & Kovačević, J., Dec 15 2015, In : IEEE Transactions on Signal Processing. 63, 24, p. 6510-6523 14 p., 7208894.

    Research output: Contribution to journalArticle

    Distributed algorithm for graph signal inpainting

    Chen, S., Sandryhaila, A. & Kovacevic, J., Aug 4 2015, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3731-3735 5 p. 7178668. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2015-August).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Fast algorithm for neural network reconstruction

    Bittner, S., Chen, S. & Kovacevic, J., Jul 21 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 866-869 4 p. 7164008. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    In Vivo middle ear imaging with a light field otoscope

    Bedard, N., Tošić, I., Meng, L., Hoberman, A., Kovačević, J. & Berkner, K., Apr 6 2015, Bio-Optics: Design and Application, BODA 2015. Optical Society of America (OSA), (Bio-Optics: Design and Application, BODA 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Quantitative bioimaging: Signal processing in light microscopy

    Muñoz-Barrutia, A., Kovačević, J., Kozubek, M., Meijering, E. & Parvin, B., Jan 1 2015, In : IEEE Signal Processing Magazine. 32, 1, p. 18-19 2 p., 6975288.

    Research output: Contribution to journalReview article

    Robust hyperspectral image classification with rejection fields

    Condessa, F., Bioucas-DIas, J. & Kovacevic, J., Jul 2 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2015. IEEE Computer Society, 8075465. (Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing; vol. 2015-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Sampling theory for graph signals

    Chen, S., Sandryhaila, A. & Kovacevic, J., Aug 4 2015, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3392-3396 5 p. 7178600. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2015-August).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    SegSALSA-STR: A convex formulation to supervised hyperspectral image segmentation using hidden fields and structure tensor regularization

    Condessa, F., Bioucas-DIas, J. & Kovacevic, J., Jul 2 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2015. IEEE Computer Society, 8075464. (Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing; vol. 2015-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Signal processing on weighted line graphs

    Sandryhaila, A. & Kovačević, J., Jan 1 2015, Applied and Numerical Harmonic Analysis. 9783319201870 ed. Springer International Publishing, p. 245-259 15 p. (Applied and Numerical Harmonic Analysis; no. 9783319201870).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    Signal recovery on graphs: Random versus experimentally designed sampling

    Chen, S., Varma, R., Singh, A. & Kovacevic, J., Jul 2 2015, 2015 International Conference on Sampling Theory and Applications, SampTA 2015. Institute of Electrical and Electronics Engineers Inc., p. 337-341 5 p. 7148908. (2015 International Conference on Sampling Theory and Applications, SampTA 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Signal Recovery on Graphs: Variation Minimization

    Chen, S., Sandryhaila, A., Moura, J. M. F. & Kovacevic, J., Sep 1 2015, In : IEEE Transactions on Signal Processing. 63, 17, p. 4609-4624 16 p., 7117446.

    Research output: Contribution to journalArticle

    Spectrum-blind signal recovery on graphs

    Varma, R., Chen, S. & Kovačević, J., Jan 1 2015, 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2015. Institute of Electrical and Electronics Engineers Inc., p. 81-84 4 p. 7383741. (2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution