Jelena Kovacevic

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

1988 …2019
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Filter banks Engineering & Materials Science
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Tight Frame Mathematics
Structural health monitoring Engineering & Materials Science
Classifiers Engineering & Materials Science
Recovery Engineering & Materials Science
Image segmentation Engineering & Materials Science

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Research Output 1988 2019

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

Duan, C., Chen, S. & Kovacevic, J., May 1 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

Neural networks
Deep neural networks
Experiments
Deep learning

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., Kovacevic, 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
health monitoring
structural health monitoring
learning
damage
monitoring

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., Kovacevic, J. & Bergés, M., Aug 12 2019, In : Scientific data. 6, 1, 1 p.

Research output: Contribution to journalArticle

Open Access
rail vehicle
Dynamic Response
Dynamic response
environmental factors
Rails

Improving Graph Trend Filtering with Non-convex Penalties

Varma, R., Lee, H., Chi, Y. & Kovacevic, J., May 1 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

Recovery

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

Fast Fourier transforms
Data storage equipment
Computer hardware
Partial differential equations
Costs