Nedjelja 28. Travanj 2024
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Izvorni znanstveni i pregledni radovi u CC časopisima
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1. Filipović, Marko; Jukić, Ante.
Tucker factorization with missing data with application to low-n-rank tensor completion. // Multidimensional systems and signal processing. 26 (2015) , 3; 677-692 (članak, znanstveni).
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2. Jukić, Ante; Filipović, Marko.
Supervised feature extraction for tensor objects based on maximization of mutual information. // Pattern recognition letters. 34 (2013) , 13; 1476-1484 (članak, znanstveni).
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3. Jukić, Ante; Kopriva, Ivica; Cichocki, Andrzej.
Noninvasive diagnosis of melanoma with tensor decomposition-based feature extraction from clinical color image. // Biomedical Signal Processing and Control. 8 (2013) , 6; 755-763 (članak, znanstveni).
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4. Filipović, Marko; Kopriva, Ivica.
A 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 (članak, znanstveni).
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5. Kopriva, Ivica; Hadžija, Mirko; Popović-Hadžija, Marijana; Korolija, Marina; Cichocki, Andrzej.
Rational Variety Mapping for Contrast-Enhanced Nonlinear Unsupervised Segmentation of Multispectral Images of Unstained Specimen. // American journal of pathology. 179 (2011) , 2; 547-554 (kratko priopćenje, znanstveni).
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6. Radman, Andreja; Gredičak, Matija; Kopriva, Ivica; Jerić, Ivanka.
Predicting 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 (članak, znanstveni).
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7. Kopriva, Ivica.
Tensor factorization for model-free space-variant blind deconvolution of the single- and multi-frame multi-spectral image. // Optics express. 18 (2010) , 17; 17819-17833 (članak, znanstveni).
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8. Kopriva, Ivica; Jerić, Ivanka.
Blind separation of analytes in nuclear magnetic resonance spectroscopy and mass spectrometry: sparseness-based robust multicomponent analysis. // Analytical chemistry. 82 (2010) , 5; 1911-1920 (članak, znanstveni).
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9. Kopriva, Ivica; Peršin, Antun; Puizina-Ivić, Neira; Mirić, Lina.
Robust 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 (članak, znanstveni).
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10. Du, Qian; Kopriva, Ivica.
Dependent Component Analysis for Blind Restoration of Images Degraded by Turbulent Atmosphere. // Neurocomputing. 72 (2009) , 10-12; 2682-2692 (članak, znanstveni).
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11. Kopriva, Ivica.
3D Tensor Factorization Approach to Single-frame Model-free Blind Image Deconvolution. // Optics Letters. 34 (2009) , 18; 2835-2837 (članak, znanstveni).
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12. Kopriva, Ivica; Cichocki, Andrzej.
Blind Multi-spectral Image Decomposition by 3D Nonnegative Tensor Factorization. // Optics Letters. 34 (2009) , 14; 2210-2212 (članak, znanstveni).
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13. Kopriva, Ivica; Cichocki, Andrzej.
Blind decomposition of low-dimensional multi-spectral image by sparse component analysis. // Journal of Chemometrics. 23 (2009) , 11; 590-597 (članak, znanstveni).
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14. Kopriva, Ivica; Jerić, Ivanka.
Multi-component Analysis: Blind Extraction of Pure Components Mass Spectra using Sparse Component Analysis. // Journal of mass spectrometry. 44 (2009) , 9; 1378-1388 (članak, znanstveni).
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15. Kopriva, Ivica; Jerić, Ivanka; Cichocki, Andrzej.
Blind Decomposition of Infrared Spectra Using Flexible Component Analysis. // Chemometrics and intelligent laboratory systems. 97 (2009) , 2; 170-178 (članak, znanstveni).
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16. Kopriva, Ivica; Jerić, Ivanka; Smrečki, Vilko.
Extraction of multiple pure component 1H and 13C NMR spectra from two mixtures: novel solution obtained by sparse component analysis-based blind decomposition. // Analytica chimica acta. 653 (2009) , 2; 143-153 (članak, znanstveni).
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17. Kopriva, Ivica; Peršin, Antun.
Unsupervised decomposition of low-intensity low-dimensional multi-spectral fluorescent images for tumour demarcation. // Medical image analysis. 13 (2009) , 3; 507-518 (članak, znanstveni).
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18. Wasylkiwskyj, Wasyl; Kopriva, Ivica.
Second and Fourth Order Statistics -Based Reduced Polynomial Rooting Direction Finding Algorithms. // Signal Processing. 89 (2009) , 6; 1050-1060 (članak, znanstveni).
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19. Du, Qian; Kopriva, Ivica.
Automated Target Detection and Discrimination Using Constrained Kurtosis Maximization. // IEEE Geoscience and Remote Sensing Letters. 5 (2008) , 1; 38-42 (članak, znanstveni).
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20. Kopriva, Ivica; Seršić, Damir.
Wavelet packets approach to blind separation of statistically dependent sources. // Neurocomputing. 71 (2008) , 7-9; 1642-1655 (članak, znanstveni).
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21. Sancho Parramon, Jordi; Janicki, Vesna.
Effective medium theories for composite optical materials in spectral ranges of weak absorption: the case of Nb2O5-SiO2 mixtures. // Journal of physics. D, Applied physics. 41 (2008) , 21; (članak, znanstveni).
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22. Kopriva, Ivica.
Approach to blind image deconvolution by multiscale subband decomposition and independent component analysis. // Journal of the Optical Society of America A -Optics & Image Science. 24 (2007) , 4; 973-983 (članak, znanstveni).
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23. Wasylkiwskyj, Wasyl; Kopriva, Ivica; Doroslovački, Miloš.
Image frequency suppression in frequency-scanned direction-of-arrival estimation systems. // IET Radar Sonar Navigation. 1 (2007) , 3; 191-197 (članak, znanstveni).
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24. Wasylkiwskyj, Wasyl; Kopriva, Ivica; Doroslovački, Miloš; Zaghloul, Amir.
A new root-based direction finding algorithm. // Radio science. 42 (2007) , 2; SS290-1-SS290-10 (članak, znanstveni).
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Znanstveni radovi u drugim časopisima
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1. Kopriva, Ivica; Filipović, Marko.
A 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 (članak, znanstveni).
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2. Kopriva, Ivica; Seršić, Damir.
The Innovations Approach to Single Frame Multichannel Blind Image Deconvolution. // Automatika. 51 (2010) , 4; 345-352 (članak, znanstveni).
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3. Kopriva, Ivica; Peršin, Antun; Zorc, Hrvoje; Pašić, Aida; Lipozenčić, Jasna; Kostović, Krešimir; Lončarić, Martin.
Visualisation of basal cell carcinoma by fluorescence diagnosis and independent component analysis. // Photodiagnosis and Photodynamic Therapy. 4 (2007) , 3; 190-196 (članak, znanstveni).
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Znanstveni radovi u zbornicima skupova s međunar.rec.
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1. Jukić, Ante; Kopriva, Ivica, Cichocki, Andrzej.
Canonical Polyadic Decomposition For Unsupervised Linear Feature Extraction From Protein Profiles // Proceedings of the 21th European Signal Processing Conference (EUSIPCO 2013).
(poster,međunarodna recenzija,objavljeni rad,znanstveni).
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2. Filipović, Marko; Kopriva, Ivica; Cichocki, Andrzej.
Inpainting color images in learned dictionary // Proceedings of the 20th European Signal Processing Conference (EUSIPCO 2012).
EURASIP, 2012. 66-70 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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3. Kopriva, Ivica; Chen, Xinjian; Yao, Jianhua.
Nonlinear 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. 79623A-1-79623A-8 (poster,međunarodna recenzija,objavljeni rad,znanstveni).
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4. Kopriva, Ivica; Du, Qian.
Tensor 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. 529-533 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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5. Kopriva, Ivica; Jukić, Ante; Cichocki, Andrzej.
Feature 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.).
2011. 277-283 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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6. Kopriva, Ivica; Cichocki, Andrzej.
Nonlinear 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. 490-497 (poster,međunarodna recenzija,objavljeni rad,znanstveni).
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7. Kopriva, Ivica; Peršin, Antun.
3D 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. 76231W-1-76231W-8 (poster,međunarodna recenzija,objavljeni rad,znanstveni).
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8. Du, Qian; Kopriva, Ivica.
Dependent Component Analysis for Hyperspectral Image Classification // Proceddings of SPIE-Volume 7477 / Lorenzo Bruzzone, Claudia Notarnicola, Francesco Posa (ur.).
Bellingham (WA) : SPIE, 2009. 74770G-1-7470G-8 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni).
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9. Kopriva, Ivica; Peršin, Antun; Puizina-Ivić, Neira; Mirić, Lina.
Dependent component analysis-based approach to robust demarcation of the skin tumors // Proceedings SPIE Vol. 7259 / Pluim, Josien P. W. ; Dawant, Benoit M. (ur.).
Bellingham (WA) : SPIE, 2009. 72594Q-1-72594Q-8 (poster,međunarodna recenzija,objavljeni rad,znanstveni).
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10. Du, Qian; Kopriva, Ivica.
Dependent Component Analysis for Multi-frame Image Restoration and Enhancement // Signal Processing, 2008. ICSP 2008. 9th International Conference on,.
New York (NY) : Institute of Electrical and Electronics Engineers (IEEE), 2008. 761-764 (poster,međunarodna recenzija,objavljeni rad,znanstveni).
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11. Kopriva, Ivica; Seršić, Damir.
ROBUST BLIND SEPARATION OF STATISTICALLY DEPENDENT SOURCES USING DUAL TREE WAVELETS // 2007 IEEE Conference on Image Processing.
Institute of Electrical and Electronics Engineers (IEEE), 2007. I-433-I-436 (poster,međunarodna recenzija,objavljeni rad,znanstveni).
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Drugi radovi u zbornicima skupova s recenzijom
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1. Kopriva, Ivica; Jukić, Ante; Chen, Xinjian.
Sparseness 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. 866938-1-866938-8 (poster,međunarodna recenzija,objavljeni rad).
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2. Kopriva, Ivica; Chen, Xinjian; Yao, Jianhua.
Nonlinear 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. 79623A (poster,međunarodna recenzija,objavljeni rad).
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Druge vrste radova
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Patenti
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