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Jelena Kovacevic - Publications

Affiliations: 
Carnegie Mellon University, Pittsburgh, PA 
Area:
Biomedical Engineering, Computer Science
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77 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Liu J, Chen S, Bergés M, Bielak J, Garrett JH, Kovačević J, Noh HY. Diagnosis algorithms for indirect structural health monitoring of a bridge model via dimensionality reduction Mechanical Systems and Signal Processing. 136: 106454. DOI: 10.1016/J.Ymssp.2019.106454  0.327
2018 Yang Y, Chen S, Maddah-Ali MA, Grover P, Kar S, Kovacevic J. Fast Temporal Path Localization on Graphs via Multiscale Viterbi Decoding Ieee Transactions On Signal Processing. 66: 5588-5603. DOI: 10.1109/Tsp.2018.2869119  0.335
2018 Chen S, Tian D, Feng C, Vetro A, Kovacevic J. Fast Resampling of Three-Dimensional Point Clouds via Graphs Ieee Transactions On Signal Processing. 66: 666-681. DOI: 10.1109/Tsp.2017.2771730  0.386
2018 Mangia M, Pareschi F, Varma R, Rovatti R, Kovacevic J, Setti G. Rakeness-Based Compressed Sensing of Multiple-Graph Signals for IoT Applications Ieee Transactions On Circuits and Systems Ii: Express Briefs. 65: 682-686. DOI: 10.1109/Tcsii.2018.2821241  0.316
2017 Chen S, Yang Y, Zong S, Singh A, Kovacevic J. Detecting Localized Categorical Attributes on Graphs Ieee Transactions On Signal Processing. 65: 2725-2740. DOI: 10.1109/Tsp.2017.2666772  0.33
2017 Eldar YC, Hero III AO, Deng L, Fessler J, Kovacevic J, Poor HV, Young S. Challenges and Open Problems in Signal Processing: Panel Discussion Summary from ICASSP 2017 [Panel and Forum] Ieee Signal Processing Magazine. 34: 8-23. DOI: 10.1109/Msp.2017.2743842  0.315
2015 Chen S, Varma R, Sandryhaila A, Kovačević J. Discrete Signal Processing on Graphs: Sampling Theory Ieee Transactions On Signal Processing. 63: 6510-6523. DOI: 10.1109/Tsp.2015.2469645  0.744
2015 Chen S, Sandryhaila A, Moura JMF, Kovacevic J. Signal Recovery on Graphs: Variation Minimization Ieee Transactions On Signal Processing. 63: 4609-4624. DOI: 10.1109/Tsp.2015.2441042  0.74
2015 Condessa F, Bioucas-Dias J, Kovacevic J. Supervised hyperspectral image classification with rejection International Geoscience and Remote Sensing Symposium (Igarss). 2015: 2600-2603. DOI: 10.1109/Jstars.2015.2510032  0.363
2015 Chen S, Sandryhaila A, Kovacevic J. Distributed algorithm for graph signal inpainting Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2015: 3731-3735. DOI: 10.1109/ICASSP.2015.7178668  0.719
2015 Chen S, Sandryhaila A, Kovacevic J. Sampling theory for graph signals Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2015: 3392-3396. DOI: 10.1109/ICASSP.2015.7178600  0.731
2014 Bhagavatula R, McCann MT, Fickus M, Castro CA, Ozolek JA, Kovacevic J. A vocabulary for the identification and delineation of teratoma tissue components in hematoxylin and eosin-stained samples. Journal of Pathology Informatics. 5: 19. PMID 25191619 DOI: 10.4103/2153-3539.135606  0.628
2014 Bioucas-Dias JM, Condessa F, Kovacevic J. Alternating direction optimization for image segmentation using hidden Markov measure field models Proceedings of Spie. 9019. DOI: 10.1117/12.2047707  0.331
2014 Chen S, Cerda F, Rizzo P, Bielak J, Garrett JH, Kovačević J. Semi-supervised multiresolution classification using adaptive graph filtering with application to indirect bridge structural health monitoring Ieee Transactions On Signal Processing. 62: 2879-2893. DOI: 10.1109/Tsp.2014.2313528  0.39
2014 Chen S, Sandryhaila A, Lederman G, Wang Z, Moura JMF, Rizzo P, Bielak J, Garrett JH, Kovačević J. Signal inpainting on graphs via total variation minimization Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 8267-8271. DOI: 10.1109/ICASSP.2014.6855213  0.743
2014 Chen S, Sandryhaila A, Moura JMF, Kovacevic J. Signal denoising on graphs via graph filtering 2014 Ieee Global Conference On Signal and Information Processing, Globalsip 2014. 872-876. DOI: 10.1109/GlobalSIP.2014.7032244  0.734
2013 Kuruvilla A, Shaikh N, Hoberman A, Kovačević J. Automated diagnosis of otitis media: vocabulary and grammar. International Journal of Biomedical Imaging. 2013: 327515. PMID 23997759 DOI: 10.1155/2013/327515  0.54
2013 Massar ML, Bhagavatula R, Fickus M, Kovačević J. Local histograms and image occlusion models. Applied and Computational Harmonic Analysis. 34: 469-487. PMID 23543920 DOI: 10.1016/J.Acha.2012.07.005  0.698
2013 Chen S, Sandryhaila A, Moura JMF, Kovacevic J. Adaptive graph filtering: Multiresolution classification on graphs 2013 Ieee Global Conference On Signal and Information Processing, Globalsip 2013 - Proceedings. 427-430. DOI: 10.1109/GlobalSIP.2013.6736906  0.718
2012 McCann MT, Bhagavatula R, Fickus MC, Ozolek JA, Kovačević J. AUTOMATED COLITIS DETECTION FROM ENDOSCOPIC BIOPSIES AS A TISSUE SCREENING TOOL IN DIAGNOSTIC PATHOLOGY. Proceedings / Icip ... International Conference On Image Processing. 2012: 2809-2812. PMID 25267923 DOI: 10.1109/ICIP.2012.6467483  0.653
2012 Kuruvilla A, Li J, Yeomans PH, Quelhas P, Shaikh N, Hoberman A, Kovačević J. OTITIS MEDIA VOCABULARY AND GRAMMAR. Proceedings / Icip ... International Conference On Image Processing. 2012: 2845-2848. PMID 25018671 DOI: 10.1109/ICIP.2012.6467492  0.518
2012 Balcan DC, Srinivasa G, Fickus M, Kovačević J. Guaranteeing Convergence of Iterative Skewed Voting Algorithms for Image Segmentation. Applied and Computational Harmonic Analysis. 33: 300-308. PMID 22984338 DOI: 10.1016/J.Acha.2012.03.008  0.362
2012 Kovacevic J, Vetterli M. FCO sampling of digital video using perfect reconstruction filter banks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 2: 118-22. PMID 18296202 DOI: 10.1109/83.210873  0.564
2012 Kovacević J, Sweldens W. Wavelet families of increasing order in arbitrary dimensions. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 9: 480-96. PMID 18255418 DOI: 10.1109/83.826784  0.347
2012 Sandryhaila A, Kovačević J, Püschel M. Algebraic signal processing theory: 1-D nearest neighbor models Ieee Transactions On Signal Processing. 60: 2247-2259. DOI: 10.1109/Tsp.2012.2186133  0.751
2012 Sandryhaila A, Saba S, Püschel M, Kovacevic J. Efficient compression of QRS complexes using Hermite expansion Ieee Transactions On Signal Processing. 60: 947-955. DOI: 10.1109/Tsp.2011.2173336  0.75
2011 Massar ML, Bhagavatula R, Ozolek JA, Castro CA, Fickus M, Kovačević J. A domain-knowledge-inspired mathematical framework for the description and classification of H&E stained histopathology images. Proceedings of Spie--the International Society For Optical Engineering. 8138: 81380U. PMID 22942990 DOI: 10.1117/12.893641  0.68
2011 Sandryhaila A, Kovačević J, Püschel M. Algebraic signal processing theory: Cooley-tukey-type algorithms for polynomial transforms based on induction Siam Journal On Matrix Analysis and Applications. 32: 364-384. DOI: 10.1137/100805777  0.737
2011 Sandryhaila A, Kovačević J, Püschel M. Compression of QRS complexes using Hermite expansion Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 581-584. DOI: 10.1109/ICASSP.2011.5946470  0.738
2010 Massar ML, Bhagavatula R, Fickus M, Kovačević J. Local Histograms for Classifying H&E Stained Tissues. Proceedings of the ... Southern Biomedical Engineering Conference. Southern Biomedical Engineering Conference. 32: 348-352. PMID 24839388 DOI: 10.1007/978-3-642-14998-6_89  0.674
2010 Bhagavatula R, Fickus M, Kelly W, Guo C, Ozolek JA, Castro CA, Kovačević J. AUTOMATIC IDENTIFICATION AND DELINEATION OF GERM LAYER COMPONENTS IN H&E STAINED IMAGES OF TERATOMAS DERIVED FROM HUMAN AND NONHUMAN PRIMATE EMBRYONIC STEM CELLS. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2010: 1041-1044. PMID 20694187 DOI: 10.1109/ISBI.2010.5490168  0.643
2010 Kovacevic J, Puschel M. Algebraic Signal Processing Theory: Sampling for Infinite and Finite 1-D Space Ieee Transactions On Signal Processing. 58: 242-257. DOI: 10.1109/Tsp.2009.2029718  0.386
2009 Srinivasa G, Fickus M, Kovačević J. Multiresolution Multiscale Active Mask Segmentation of Fluorescence Microscope Images. Proceedings of Spie--the International Society For Optical Engineering. 7446: 744603. PMID 20686679 DOI: 10.1117/12.825776  0.308
2009 Jackson C, Murphy RF, Kovacević J. Intelligent acquisition and learning of fluorescence microscope data models. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 18: 2071-84. PMID 19502128 DOI: 10.1109/Tip.2009.2024580  0.334
2009 Vandewalle P, Kovacevic J, Vetterli M. Reproducible research in signal processing Ieee Signal Processing Magazine. 26: 37-47. DOI: 10.1109/Msp.2009.932122  0.555
2009 Chebira A, Fickus M, Kovačević J. Classifying compact convex sets with frames Applied and Computational Harmonic Analysis. 27: 73-86. DOI: 10.1016/J.Acha.2008.11.002  0.706
2008 Kovačević J, Chebira A. An introduction to frames Foundations and Trends in Signal Processing. 2: 1-94. DOI: 10.1561/2000000006  0.67
2008 Chebira A, Ozolek JA, Castro CA, Jenkinson WG, Gore M, Bhagavatula R, Khaimovich I, Ormon SE, Navara CS, Sukhwani M, Orwig KE, Ben-Yehudah A, Schatten G, Rohde GK, Kovačević J. Multiresolution identification of germ layer components in teratomas derived from human and nonhuman primate embryonic stem cells 2008 5th Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Proceedings, Isbi. 979-982. DOI: 10.1109/ISBI.2008.4541162  0.728
2008 Hallock CA, Özgüneş I, Bhagavatula R, Rohde GK, Crowley JC, Onorato CE, Mavalankar A, Chebira A, Chuen HT, Püschel M, Kovačević J. Axonal bouton modeling, detection and distribution analysis for the study of neural circuit organization and plasticity 2008 5th Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Proceedings, Isbi. 165-168. DOI: 10.1109/ISBI.2008.4540958  0.732
2008 Sandryhaila A, Kovačević J, Püschel M. Haar filter banks for 1-D space signals Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3505-3508. DOI: 10.1109/ICASSP.2008.4518407  0.71
2008 Chebira A, Kovačević J. Frames in bioimaging Ciss 2008, the 42nd Annual Conference On Information Sciences and Systems. 727-732. DOI: 10.1109/CISS.2008.4558617  0.69
2007 Chebira A, Barbotin Y, Jackson C, Merryman T, Srinivasa G, Murphy RF, Kovacević J. A multiresolution approach to automated classification of protein subcellular location images. Bmc Bioinformatics. 8: 210. PMID 17578580 DOI: 10.1186/1471-2105-8-210  0.677
2007 Chebira A, Kovačević J. Multiresolution techniques for the classification of bioimage and biometrie datasets Proceedings of Spie - the International Society For Optical Engineering. 6701. DOI: 10.1117/12.735196  0.709
2007 Srinivasa G, Fickus M, Kovačević J. Active contour-based multiresolution transforms for the segmentation of fluorescence microscope images Proceedings of Spie. 6701. DOI: 10.1117/12.734780  0.347
2007 Kovačević J, Chebira A. Life beyond bases: The advent of frames (Part II) Ieee Signal Processing Magazine. 24: 115-125. DOI: 10.1109/MSP.2007.904809  0.697
2007 Kovačević J, Chebira A. Life beyond bases: The advent of frames (Part I) Ieee Signal Processing Magazine. 24: 86-104. DOI: 10.1109/Msp.2007.4286567  0.69
2007 Kellogg RA, Chebira A, Goyal A, Cuadra PA, Zappe SF, Minden JS, Kovačević J. Towards an image analysis toolbox for high-throughput Drosophila embryo RNAi screens 2007 4th Ieee International Symposium On Biomedical Imaging: From Nano to Macro - Proceedings. 288-291. DOI: 10.1109/ISBI.2007.356845  0.649
2007 Chebira A, Kovačević J. Lapped tight frame transforms Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3. DOI: 10.1109/ICASSP.2007.366815  0.681
2006 Zhou J, Do MN, Kovaĉević J. Special paraunitary matrices, Cayley transform, and multidimensional orthogonal filter banks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 15: 511-9. PMID 16479821 DOI: 10.1109/Tip.2005.863046  0.316
2006 Chebira A, Coelho LP, Sandryhaila A, Lin S, Jenkinson WG, MacSleyne J, Hoffman C, Cuadra P, Jackson C, Püschel M, Kovačević J. An adaptive multiresolution approach to fingerprint recognition Proceedings - International Conference On Image Processing, Icip. 1. DOI: 10.1109/ICIP.2007.4378990  0.775
2005 Merryman TE, Kovacević J. An adaptive multirate algorithm for acquisition of fluorescence microscopy data sets. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 14: 1246-53. PMID 16190461 DOI: 10.1109/Tip.2005.855861  0.38
2005 Zhou J, Do MN, Kovacević J. Multidimensional orthogonal filter bank characterization and design using the Cayley transform. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 14: 760-9. PMID 15971775 DOI: 10.1109/Tip.2005.847323  0.33
2005 Hennings P, Thornton J, Kovacević J, Vijaya Kumar BV. Wavelet packet correlation methods in biometrics. Applied Optics. 44: 637-46. PMID 15751845 DOI: 10.1364/Ao.44.000637  0.379
2005 Schuller G, Kovačević J, Masson F, Goyal VK. Robust low-delay audio coding using multiple descriptions Ieee Transactions On Speech and Audio Processing. 13: 1014-1023. DOI: 10.1109/Tsa.2005.853205  0.596
2003 Casazza PG, Kovačević J. Equal-norm tight frames with erasures Advances in Computational Mathematics. 18: 387-430. DOI: 10.1023/A:1021349819855  0.34
2002 Kovacevic J, Dragotti P, Goyal V. Filter bank frame expansions with erasures Ieee Transactions On Information Theory. 48: 1439-1450. DOI: 10.1109/Tit.2002.1003832  0.698
2002 Goyal V, Kelner J, Kovacevic J. Multiple description vector quantization with a coarse lattice Ieee Transactions On Information Theory. 48: 781-788. DOI: 10.1109/18.986048  0.592
2001 Kovacevic J, Vetterli M. Transform coding: past, present, and future Ieee Signal Processing Magazine. 18: 6-6. DOI: 10.1109/Msp.2001.952801  0.506
2001 Goyal V, Kovacevic J. Generalized multiple description coding with correlating transforms Ieee Transactions On Information Theory. 47: 2199-2224. DOI: 10.1109/18.945243  0.599
2001 Goyal VK, Kovačević J, Kelner JA. Quantized Frame Expansions with Erasures Applied and Computational Harmonic Analysis. 10: 203-233. DOI: 10.1006/Acha.2000.0340  0.601
2000 Mojsilović A, Kovacević J, Hu J, Safranek RJ, Ganapathy SK. Matching and retrieval based on the vocabulary and grammar of color patterns. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 9: 38-54. PMID 18255371 DOI: 10.1109/83.817597  0.323
2000 Arean R, Kovacevic J, Goyal V. Multiple description perceptual audio coding with correlating transforms Ieee Transactions On Speech and Audio Processing. 8: 140-145. DOI: 10.1109/89.824698  0.584
2000 Bernardini R, Kovačević J. Designing local orthogonal bases on finite groups I: Abelian case The Journal of Fourier Analysis and Applications. 6: 1-23. DOI: 10.1007/Bf02510115  0.332
1998 Goyal VK, Vetterli M, Kovacevic J. Multiple description transform coding: Robustness to erasures using tight frame expansions Ieee International Symposium On Information Theory - Proceedings. 408. DOI: 10.1109/ISIT.1998.709013  0.658
1998 Cheneval Y, Balmelli L, Prandoni P, Kovacevic J, Vetterli M. Interactive DSP education using Java Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3: 1905-1908.  0.457
1997 Kovačević J, Safranek RJ, Yeh EM. Deinterlacing by successive approximation Ieee Transactions On Image Processing. 6: 339-344. DOI: 10.1109/83.551707  0.315
1996 Bernardini R, Kovacevic J. Arbitrary Tilings of the Time-Frequency Plane Using Local Bases Ieee Transactions On Signal Processing. 44: 1322. DOI: 10.1109/78.774773  0.361
1996 Bernardini R, Kovačević J. Local orthogonal bases II: Window design Multidimensional Systems and Signal Processing. 7: 371-399. DOI: 10.1007/Bf01826248  0.314
1996 Bernardini R, KovaMultidimensional Systems and Signal Processing. 7: 331-369. DOI: 10.1007/Bf01826247  0.385
1995 Kovacevic J. Subband Coding Systems Incorporating Quantizer Models Ieee Transactions On Image Processing. 4: 543-553. DOI: 10.1109/83.382490  0.356
1995 Kovacevic J, Vetterli M. Nonseparable two- and three-dimensional wavelets Ieee Transactions On Signal Processing. 43: 1269-1273. DOI: 10.1109/78.382414  0.579
1993 Herley C, Vetterli M, Ramchandran K, Kovacevic J. Tilings of the Time-Frequency Plane: Construction of Arbitrary Orthogonal Bases and Fast Tiling Algorithms Ieee Transactions On Signal Processing. 41: 3341-3359. DOI: 10.1109/78.258078  0.681
1992 Kovacevic J, Vetterli M. Nonseparable multidimensional perfect reconstruction filter banks and wavelet bases for R/sup n/ Ieee Transactions On Information Theory. 38: 533-555. DOI: 10.1109/18.119722  0.546
1991 Kovacevic J, Vetterli M. The commutativity of up/downsampling in two dimensions Ieee Transactions On Information Theory. 37: 695-698. DOI: 10.1109/18.79936  0.531
1990 Vetterli M, Kovačević J, Legall DJ. Perfect reconstruction filter banks for HDTV representation and coding Signal Processing: Image Communication. 2: 349-363. DOI: 10.1016/0923-5965(90)90011-6  0.564
1989 Kovacevic J, Vetterli M. Perfect reconstruction filter banks with rational sampling rates in one and two dimensions Proceedings of Spie - the International Society For Optical Engineering. 1199: 1258-1268. DOI: 10.1117/12.970135  0.509
1988 Karlsson G, Vetterli M, Kovacevic J. Non-separable two-dimensional perfect reconstruction filter banks Proceedings of Spie - the International Society For Optical Engineering. 959: 187-199. DOI: 10.1117/12.947779  0.495
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