Pregled po projektu: Analiza višespektralih podataka (MB: MZOS-098-0982903-2558)
Pronađeno 51 radova
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1.Filipović, Marko; Jukić, AnteTucker factorization with missing data with application to low-n-rank tensor completion // Multidimensional systems and signal processing, 26 (2015), 3; 677-692 doi:10.1007/s11045-013-0269-9 (međunarodna recenzija, članak, znanstveni)
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2.Jukić, Ante; Kopriva, Ivica, Cichocki, AndrzejCanonical Polyadic Decomposition For Unsupervised Linear Feature Extraction From Protein Profiles // Proceedings of the 21th European Signal Processing Conference (EUSIPCO 2013)
Marakeš, Maroko, 2013. (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
3.Jukić, Ante; Kopriva, Ivica; Cichocki, AndrzejNoninvasive diagnosis of melanoma with tensor decomposition-based feature extraction from clinical color image // Biomedical Signal Processing and Control, 8 (2013), 6; 755-763 doi:10.1016/j.bspc.2013.07.001 (međunarodna recenzija, članak, znanstveni)
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4.Jukić, Ante; Filipović, MarkoSupervised feature extraction for tensor objects based on maximization of mutual information // Pattern recognition letters, 34 (2013), 13; 1476-1484 doi:10.1016/j.patrec.2013.05.018 (međunarodna recenzija, članak, znanstveni)
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5.Kopriva, Ivica; Jukić, Ante; Chen, XinjianSparseness Constrained Nonnegative Matrix Factorization for Unsupervised 3D Segmentation of Multichannel Images: Demonstration on Multispectral Magnetic Resonance Image of the Brain // Proceedings of the SPIE on CD-ROM volume 8669 / Ourselin, Sebastian ; Haynor, R. David (ur.).
Bellingham (WA): SPIE, 2013. str. 866938-1 (poster, međunarodna recenzija, cjeloviti rad (in extenso), ostalo) -
6.Filipović, MarkoSparse representations of signals for information recovery from incomplete data, 2013., doktorska disertacija, Prirodoslovno-matematički fakultet - Matematički odsjek, Zagreb
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7.Filipović, Marko; Kopriva, Ivica; Cichocki, AndrzejInpainting color images in learned dictionary // Proceedings of the 20th European Signal Processing Conference (EUSIPCO 2012)
Bukurešt, Rumunjska: EURASIP, 2012. str. 66-70 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
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10.Kopriva, Ivica; Filipović, MarkoA mixture model with a reference-based automatic selection of components for disease classification from protein and/or gene expression levels // BMC bioinformatics, 12 (2011), 496; 1-18 doi:10.1186/1471-2105-12-496 (međunarodna recenzija, članak, znanstveni)
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11.Kopriva, Ivica; Du, QianTensor Factorization and Continous Wavelet Transform for Model-free Single-Frame Blind Image Deconvolution // 7th International Symposium on Image and Signal Processing and Analysis / Lončarić, Sven ; Ramponi, Gianni ; Seršić, Damir (ur.).
Zagreb: Fakultet elektrotehnike i računarstva Sveučilišta u Zagrebu, 2011. str. 529-533 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
12.Radman, Andreja; Gredičak, Matija; Kopriva, Ivica; Jerić, IvankaPredicting antitumor activity of peptides by consensus of regression models trained on a small data sample // International journal of molecular sciences, 12 (2011), 12; 8415-8430 doi:10.3390/ijms12128415 (međunarodna recenzija, članak, znanstveni)
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13.Filipović, Marko; Kopriva, IvicaA comparison of dictionary based approaches to inpainting with an emphasis to independent component analysis learned dictionaries // Inverse problems and imaging, 5 (2011), 4; 815-841 doi:10.3934/ipi.2011.5.815 (međunarodna recenzija, članak, znanstveni)
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14.Kopriva, Ivica; Hadžija, Mirko; Popović-Hadžija, Marijana; Korolija, Marina; Cichocki, AndrzejRational Variety Mapping for Contrast-Enhanced Nonlinear Unsupervised Segmentation of Multispectral Images of Unstained Specimen // American journal of pathology, 179 (2011), 2; 547-554 doi:10.1016/j.ajpath.2011.05.010 (međunarodna recenzija, kratko priopcenje, znanstveni)
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15.Kopriva, Ivica; Chen, Xinjian; Yao, JianhuaNonlinear Band Expansion and Nonnegative Matrix Underapproximation for Unsupervised Segmentation of a Liver from a Multi-phase CT image // Medical Imaging 2011: Image Processing, Proc. of SPIE Vol. 7962 / Dawant, Benoit M ; Haynor, David R (ur.).
Bellingham (WA): SPIE, 2011. str. 79623A-1 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
16.Kopriva, Ivica; Jukić, Ante; Cichocki, AndrzejFeature extraction for cancer prediction by tensor decomposition of 1D protein expression levels // Proceedings of the 2nd IASTED International Conference on Computational Bioscience / Montana, Giovanni (ur.).
Cambridge, Ujedinjeno Kraljevstvo, 2011. str. 277-283 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
17.Kopriva, Ivica; Chen, Xinjian; Yao, JianhuaNonlinear Band Expansion and Nonnegative Matrix Underapproximation for Unsupervised Segmentation of a Liver from a Multi-phase CT image // SPIE Medical Imaging Symposium 2011, Image Processing / Dawant, Benoit ; Haynor, David (ur.).
Bellingham (WA): SPIE, 2011. (poster, međunarodna recenzija, cjeloviti rad (in extenso), ostalo) -
18.Kopriva, Ivica; Seršić, DamirThe Innovations Approach to Single Frame Multichannel Blind Image Deconvolution // Automatika, 51 (2010), 4; 345-352 (međunarodna recenzija, članak, znanstveni)
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19.Kopriva, Ivica; Cichocki, AndrzejNonlinear Band Expansion and 3D Nonnegative Tensor Factorization for Blind Decomposition of Magnetic Resonance Image of the Brain // LVA/ICA 2010, Lecture Notes in Computer Science 6365 / Vigneron, Vincent (ur.).
Heidelberg: Springer, 2010. str. 490-497 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
20.Kopriva, IvicaTensor factorization for model-free space-variant blind deconvolution of the single- and multi-frame multi-spectral image // Optics express, 18 (2010), 17; 17819-17833 doi:10.1364/OE.18.017819 (međunarodna recenzija, članak, znanstveni)
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21.Kopriva, Ivica; Peršin, Antun3D tensor-based blind multi-spectral image decomposition for tumor demarcation // Proc. of SPIE Vol. 7623 / Dawant, Benoit M ; Haynord, David R (ur.).
Bellingham (WA): SPIE, 2010. str. 76231W-1 doi:10.1117/12.839568 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
22.Kopriva, Ivica; Peršin, Antun; Puizina-Ivić, Neira; Mirić, LinaRobust demarcation of basal cell carcinoma by dependent component analysis-based segmentation of multi-spectral fluorescence images // Journal of photochemistry and photobiology. B, Biology, 100 (2010), 1; 10-18 doi:10.1016/j.jphotobiol.2010.03.013 (međunarodna recenzija, članak, znanstveni)
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23.Kopriva, Ivica; Jerić, IvankaBlind separation of analytes in nuclear magnetic resonance spectroscopy and mass spectrometry: sparseness-based robust multicomponent analysis // Analytical chemistry, 82 (2010), 5; 1911-1920 doi:10.1021/ac902640y (međunarodna recenzija, članak, znanstveni)
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24.Du, Qian; Kopriva, IvicaDependent Component Analysis for Hyperspectral Image Classification // Proceddings of SPIE-Volume 7477 / Lorenzo Bruzzone, Claudia Notarnicola, Francesco Posa (ur.).
Bellingham (WA): SPIE-The International Society for Optical Engineering, 2009. str. 74770G-1 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
25.Kopriva, Ivica; Cichocki, AndrzejBlind decomposition of low-dimensional multi-spectral image by sparse component analysis // Journal of Chemometrics, 23 (2009), 11; 590-597 doi:10.1002/cem.1257 (međunarodna recenzija, članak, znanstveni)
