Jelena Kovacevic

2015

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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution

Open Access

Signal processing on weighted line graphs

Sandryhaila, A. & Kovačević, J., 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 proceeding › Chapter

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 proceeding › Conference contribution

Open Access

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 journal › Article › peer-review

Open Access

Spectrum-blind signal recovery on graphs

Varma, R., Chen, S. & Kovačević, J., 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 proceeding › Conference contribution

Supervised hyperspectral image classification with rejection

Condessa, F., Bioucas-Dias, J. & Kovacevic, J., Nov 10 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2600-2603 4 p. 7326344. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2015-November).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Welcome letter

Angelini, E., Kovačević, J., Ourselin, S. & Rittscher, J., Jul 21 2015, In: Proceedings - International Symposium on Biomedical Imaging. 2015-July, 7163790.

Research output: Contribution to journal › Editorial › peer-review

2014

Algorithm and benchmark dataset for stain separation in histology images

McCann, M. T., Majumdar, J., Peng, C., Castro, C. A. & Kovačević, J., Jan 28 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 3953-3957 5 p. 7025803. (2014 IEEE International Conference on Image Processing, ICIP 2014).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Alternating direction optimization for image segmentation using hidden Markov measure field models

Bioucas-Dias, J., Condessa, F. & Kovačević, J., 2014, Proceedings of SPIE-IS and T Electronic Imaging - Image Processing: Algorithms and Systems XII. SPIE, 90190P. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Computational image modeling for characterization and analysis of intracellular cargo transport

Chen, K. C., Qiu, M., Kovacevic, J. & Yang, G., 2014, Computational Modeling of Objects Presented in Images: Fundamentals, Methods, and Applications - 4th International Conference, CompIMAGE 2014, Proceedings. Springer Verlag, p. 292-303 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8641 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Damage quantification and localization algorithms for indirect SHM of bridges

Lederman, G., Wang, Z., Bielak, J., Noh, H., Garrett, J. H., Chen, S., Kovačević, J., Cerda, F. & Rizzo, P., 2014, Bridge Maintenance, Safety, Management and Life Extension - Proceedings of the 7th International Conference of Bridge Maintenance, Safety and Management, IABMAS 2014. Taylor and Francis - Balkema, p. 640-647 8 p. (Bridge Maintenance, Safety, Management and Life Extension - Proceedings of the 7th International Conference of Bridge Maintenance, Safety and Management, IABMAS 2014).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Images as occlusions of textures: A framework for segmentation

McCann, M. T., Mixon, D. G., Fickus, M. C., Castro, C. A., Ozolek, J. A. & Kovacevic, J., May 2014, In: IEEE Transactions on Image Processing. 23, 5, p. 2033-2046 14 p., 6748922.

Research output: Contribution to journal › Article › peer-review

Open Access

Indirect structural health monitoring of a simplified laboratory-scale bridge model

Cerda, F., Chen, S., Bielak, J., Garrett, J. H., Rizzo, P. & KovaČević, J., May 2014, In: Smart Structures and Systems. 13, 5, p. 849-868 20 p.

Research output: Contribution to journal › Article › peer-review

Semi-supervised multiresolution classification using adaptive graph filtering with application to indirect bridge structural health monitoring

Chen, S., Cerda, F., Rizzo, P., Bielak, J., Garrett, J. H. & Kovačević, J., Jul 1 2014, In: IEEE Transactions on Signal Processing. 62, 11, p. 2879-2893 15 p., 6778068.

Research output: Contribution to journal › Article › peer-review

Open Access

Signal denoising on graphs via graph filtering

Chen, S., Sandryhaila, A., Moura, J. M. F. & Kovacevic, J., Feb 5 2014, 2014 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 872-876 5 p. 7032244. (2014 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2014).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Signal inpainting on graphs via total variation minimization

Chen, S., Sandryhaila, A., Lederman, G., Wang, Z., Moura, J. M. F., Rizzo, P., Bielak, J., Garrett, J. H. & Kovačević, J., 2014, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 8267-8271 5 p. 6855213. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

Spatial density estimation based segmentation of super-resolution localization microscopy images

Chen, K. C. J., Yang, G. & Kovacevic, J., Jan 28 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 867-871 5 p. 7025174. (2014 IEEE International Conference on Image Processing, ICIP 2014).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Structure-based determination of imaging length for super-resolution localization microscopy

Chen, K. C. J., Kovačević, J. & Yang, G., Jul 29 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. Institute of Electrical and Electronics Engineers Inc., p. 991-994 4 p. 6868039. (2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

Supervised hyperspectral image segmentation: A convex formulation using hidden fields

Condessa, F., Bioucas-Dias, J. & Kovačević, J., Jun 28 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2014. IEEE Computer Society, 8077490. (Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing; vol. 2014-June).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

2013

Adaptive graph filtering: Multiresolution classification on graphs

Chen, S., Sandryhaila, A., Moura, J. M. F. & Kovacevic, J., 2013, 2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings. p. 427-430 4 p. 6736906. (2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Automated diagnosis of otitis media: Vocabulary and grammar

Kuruvilla, A., Shaikh, N., Hoberman, A. & Kovačević, J., 2013, In: International Journal of Biomedical Imaging. 2013, 327515.

Research output: Contribution to journal › Article › peer-review

Open Access

Classification with reject option using contextual information

Condessa, F., Bioucas-Dias, J., Castro, C. A., Ozolek, J. A. & Kovacevic, J., 2013, ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro. p. 1340-1343 4 p. 6556780. (Proceedings - International Symposium on Biomedical Imaging).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

Comparison of sparse representation and fourier discriminant methods: Damage location classification in indirect lab-scale bridge structural health monitoring

Wang, Z., Chen, S., Lederman, G., Cerda, F., Bielak, J., Garrett, J. H., Rizzo, P. & Kovačević, J., 2013, Structures Congress 2013: Bridging Your Passion with Your Profession - Proceedings of the 2013 Structures Congress. American Society of Civil Engineers (ASCE), p. 436-446 11 p. (Structures Congress 2013: Bridging Your Passion with Your Profession - Proceedings of the 2013 Structures Congress).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

Local histograms and image occlusion models

Massar, M. L., Bhagavatula, R., Fickus, M. & Kovačević, J., May 2013, In: Applied and Computational Harmonic Analysis. 34, 3, p. 469-487 19 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Multiresolution classification with semi-supervised learning for indirect bridge structural health monitoring

Chen, S., Cerda, F., Guo, J., Harley, J. B., Shi, Q., Rizzo, P., Bielak, J., Garrett, J. H. & Kovacevic, J., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 3412-3416 5 p. 6638291. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2012

Adaptive active-mask image segmentation for quantitative characterization of mitochondrial morphology

Chen, K. C. J., Yu, Y., Li, R., Lee, H. C., Yang, G. & Kovačevič, J., 2012, 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings. p. 2033-2036 4 p. 6467289. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

Algebraic signal processing theory: 1-D nearest neighbor models

Sandryhaila, A., Kovačević, J. & Püschel, M., May 2012, In: IEEE Transactions on Signal Processing. 60, 5, p. 2247-2259 13 p., 6140984.

Research output: Contribution to journal › Article › peer-review

Automated colitis detection from endoscopic biopsies as a tissue screening tool in diagnostic pathology

McCann, M. T., Bhagavatula, R., Fickus, M. C., Ozolek, J. A. & Kovaĉević, J., 2012, 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings. p. 2809-2812 4 p. 6467483. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

Efficient compression of QRS complexes using Hermite expansion

Sandryhaila, A., Saba, S., Püschel, M. & Kovacevic, J., Feb 2012, In: IEEE Transactions on Signal Processing. 60, 2, p. 947-955 9 p., 6060925.

Research output: Contribution to journal › Article › peer-review

Open Access

Guaranteeing convergence of iterative skewed voting algorithms for image segmentation

Balcan, D. C., Srinivasa, G., Fickus, M. & Kovaĉević, J., Sep 2012, In: Applied and Computational Harmonic Analysis. 33, 2, p. 300-308 9 p.

Research output: Contribution to journal › Letter › peer-review

Open Access

Indirect structural health monitoring in bridges: Scale experiments

Cerda, F., Garrett, J., Bielak, J., Barrera, J., Zhuang, Z., Chen, S., McCann, M., Kovaćević, J. & Rizzo, P., 2012, Bridge Maintenance, Safety, Management, Resilience and Sustainability - Proceedings of the Sixth International Conference on Bridge Maintenance, Safety and Management. p. 346-353 8 p. (Bridge Maintenance, Safety, Management, Resilience and Sustainability - Proceedings of the Sixth International Conference on Bridge Maintenance, Safety and Management).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Otitis media vocabulary and grammar

Kuruvilla, A., Li, J., Yeomans, P. H., Quelhas, P., Shaikh, N., Hoberman, A. & Kovaĉević, J., 2012, 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings. p. 2845-2848 4 p. 6467492. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

2011

A domain-knowledge-inspired mathematical framework for the description and classification of H&E stained histopathology images

Massar, M. L., Bhagavatula, R., Ozolek, J. A., Castro, C. A., Fickus, M. & Kovačević, J., 2011, Wavelets and Sparsity XIV. 81380U. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8138).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Algebraic signal processing theory: Cooley-tukey-type algorithms for polynomial transforms based on induction

Sandryhaila, A., Kovačević, J. & Püschel, M., 2011, In: SIAM Journal on Matrix Analysis and Applications. 32, 2, p. 364-384 21 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Compression of QRS complexes using Hermite expansion

Sandryhaila, A., Kovačević, J. & Püschel, M., 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 581-584 4 p. 5946470. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Model building and intelligent acquisition with application to protein subcellular location classification

Jackson, C., Glory-Afshar, E., Murphy, R. F. & Kovačević, J., Jul 2011, In: Bioinformatics. 27, 13, p. 1854-1859 6 p., btr286.

Research output: Contribution to journal › Article › peer-review

Open Access

2010

Algebraic signal processing theory: Sampling for infinite and finite 1-D space

Kovačević, J. & Püschel, M., Jan 2010, In: IEEE Transactions on Signal Processing. 58, 1, p. 242-257 16 p., 5204282.

Research output: Contribution to journal › Article › peer-review

Open Access

Automatic identification and delineation of germ layer components in H&E stained images of teratomas derived from human and nonhuman primate embryonic stem cells

Bhagavatula, R., Fickus, M., Kelly, W., Guo, C., Ozolek, J. A., Castro, C. A. & Kovačević, J., 2010, 2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2010 - Proceedings. p. 1041-1044 4 p. 5490168. (2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2010 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

Convergence behavior of the active mask segmentation algorithm

Balcan, D. C., Srinivasa, G., Fickus, M. & Kovačević, J., 2010, 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 453-456 4 p. 5495723. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

Exploring indirect vehicle-bridge interaction for bridge SHM

Cerda, F., Garrett, J., Bielak, J., Bhagavatula, R. & Kovačević, J., 2010, Bridge Maintenance, Safety, Management and Life-Cycle Optimization - Proceedings of the 5th International Conference on Bridge Maintenance, Safety and Management. p. 708-715 8 p. (Bridge Maintenance, Safety, Management and Life-Cycle Optimization - Proceedings of the 5th International Conference on Bridge Maintenance, Safety and Management).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Local histograms for classifying H&E stained tissues

Massar, M. L., Bhagavatula, R., Fickus, M. & Kovačević, J., 2010, 26th Southern Biomedical Engineering Conference SBEC 2010. p. 348-352 5 p. (IFMBE Proceedings; vol. 32 IFMBE).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

Systematic construction of real lapped tight frame transforms

Sandryhaila, A., Chebira, A., Milo, C., Kovačević, J. & Püschel, M., May 2010, In: IEEE Transactions on Signal Processing. 58, 5, p. 2556-2567 12 p., 5401080.

Research output: Contribution to journal › Article › peer-review

Open Access

2009

Active mask segmentation of fluorescence microscope images

Srinivasa, G., Fickus, M. C., Guo, Y., Linstedt, A. D. & Kovačević, J., 2009, In: IEEE Transactions on Image Processing. 18, 8, p. 1817-1829 13 p.

Research output: Contribution to journal › Article › peer-review

Classifying compact convex sets with frames

Chebira, A., Fickus, M. & Kovačević, J., Jul 2009, In: Applied and Computational Harmonic Analysis. 27, 1, p. 73-86 14 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Intelligent acquisition and learning of fluorescence microscope data models

Jackson, C., Murphy, R. F. & Kovačević, J., 2009, In: IEEE Transactions on Image Processing. 18, 9, p. 2071-2084 14 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Introduction

Kovačević, J., Jan 10 2009, Fundamental Papers in Wavelet Theory. Princeton University Press, Vol. 9781400827268. p. 23-27 5 p.

Research output: Chapter in Book/Report/Conference proceeding › Foreword/postscript

Multiresolution multiscale active mask segmentation of fluorescence microscope images

Srinivasa, G., Fickus, M. & Kovacević, J., 2009, Wavelets XIII. 744603. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 7446).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

Nonseparable multidimensional perfect reconstruction filter banks and wavelet bases for ⁿ

Kovačević, J. & Vetterli, M., Jan 10 2009, Fundamental Papers in Wavelet Theory. Princeton University Press, p. 694-716 23 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Jelena Kovacevic

Research output

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