Analiza višespektralih podataka
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	Izvorni znanstveni i pregledni radovi u CC časopisima (21) Znanstveni radovi u drugim časopisima (4) Radovi u postupku objavljivanja (1) Znanstveni radovi u zbornicima skupova s međunar.rec. (10) Drugi radovi u zbornicima skupova s recenzijom (1) Disertacije (1) Druge vrste radova (3) Patenti (6)   Verzija za printanje
	Izvorni znanstveni i pregledni radovi u CC časopisima
	1. 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). 2. 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). 3. 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). 4. 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). 5. 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). 6. 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) ; 10-18 (članak, znanstveni). 7. 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). 8. Kopriva, Ivica. 3D Tensor Factorization Approach to Single-frame Model-free Blind Image Deconvolution. // Optics Letters. 34 (2009) , 18; 2835-2837 (članak, znanstveni). 9. Kopriva, Ivica; Cichocki, Andrzej. Blind Multi-spectral Image Decomposition by 3D Nonnegative Tensor Factorization. // Optics Letters. 34 (2009) , 14; 2210-2212 (članak, znanstveni). 10. 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). 11. 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). 12. 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). 13. 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) ; 143-153 (članak, znanstveni). 14. 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). 15. 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). 16. 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). 17. Kopriva, Ivica; Seršić, Damir. Wavelet packets approach to blind separation of statistically dependent sources. // Neurocomputing. 71 (2008) , 7-9; 1642-1655 (članak, znanstveni). 18. 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; 215304-1-215304-7 (članak, znanstveni). 19. 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). 20. 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). 21. 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).
	Znanstveni radovi u drugim časopisima
	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). 2. Kopriva, Ivica; Seršić, Damir. The Innovations Approach to Single Frame Multichannel Blind Image Deconvolution. // Automatika. 51 (2010) , 4; 345-352 (članak, znanstveni). 3. Kopriva, Ivica. Blind Signal Deconvolution as an Instantaneous Blind Separation of Statistically Dependent Sources. // Lecture Notes in Computer Science. 4666 (2007) ; 504-511 (članak, znanstveni). 4. 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).
	Radovi u postupku objavljivanja
	1. Kopriva, Ivica; Peršin, Antun. Unsupervised decomposition of low-intensity low-dimensional multi-spectral fluorescent images for tumour demarcation. // Medical Image Analysis. (2009) (prihvaćen za objavljivanje).
	Znanstveni radovi u zbornicima skupova s međunar.rec.
	1. 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). 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 // Medical Imaging 2011: Image Processing, Proc. of SPIE Vol. 7962 / Dawant, Benoit M ; Haynor, David R (ur.). Bellingham, SAD : SPIE, 2011. 79623A-1-79623A-8 (poster,međunarodna recenzija,objavljeni rad,znanstveni). 3. 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 : University of Zagreb, Faculty of Electrical Engineering and Computing, 2011. 529-533 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni). 4. 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). 5. 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-Verlag, 2010. 490-497 (poster,međunarodna recenzija,objavljeni rad,znanstveni). 6. 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 : SPIE, 2010. 76231W-1-76231W-8 (poster,međunarodna recenzija,objavljeni rad,znanstveni). 7. Du, Qian; Kopriva, Ivica. Dependent Component Analysis for Hyperspectral Image Classification // Proceddings of SPIE-Volume 7477 / Lorenzo Bruzzone, Claudia Notarnicola, Francesco Posa (ur.). Bellingham, USA : SPIE-The International Society for Optical Engineering, 2009. 74770G-1-7470G-8 (predavanje,međunarodna recenzija,objavljeni rad,znanstveni). 8. 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 : SPIE-The International Society for Optical Engineering, 2009. 72594Q-1-72594Q-8 (poster,međunarodna recenzija,objavljeni rad,znanstveni). 9. 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 : IEEE, 2008. 761-764 (poster,međunarodna recenzija,objavljeni rad,znanstveni). 10. Kopriva, Ivica; Seršić, Damir. ROBUST BLIND SEPARATION OF STATISTICALLY DEPENDENT SOURCES USING DUAL TREE WAVELETS // 2007 IEEE Conference on Image Processing. IEEE, 2007. I-433-I-436 (poster,međunarodna recenzija,objavljeni rad,znanstveni).
	Drugi radovi u zbornicima skupova s recenzijom
	1. 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, SAD : SPIE, 2011. 79623A (poster,međunarodna recenzija,objavljeni rad).
	Disertacije
	1. Filipović, Marko. Sparse representations of signals for information recovery from incomplete data / doktorska disertacija. Zagreb : Prirodoslovno-matematički fakultet, Matematički odsjek, 5. 4. 2013, 126 str. Voditelj: Kopriva, Ivica.
	Druge vrste radova
	1. Kopriva, Ivica. Blind separation of signal sources, 2008. (pozvano predavanje). 2. Ivica Kopriva. Blind separation of statistically dependent sources, 2007. (pozvano predavanje). 3. Kopriva, Ivica. Blind separation of statistically dependent sources, 2007. (pozvano predavanje).
	Patenti
	1. Kopriva, Ivica; Jerić, Ivanka. Method of and system for blind extraction of more pure components than mixtures in 1D and 2D NMR spectroscopy and mass spectrometry combining sparse component analysis and single component points. 2. Kopriva, Ivica; Jerić, Ivanka; Hadžija, Mirko. System and method for blind extraction of features from measurement data. 3. Kopriva, Ivica. Method for real time tumour visualisation and demarcation by means of photodynamic diagnosis. 4. Kopriva, Ivica; Jerić, Ivanka. Method of and system for blind extraction of more pure components than mixtures in 1D and 2D NMR spectroscopy and mass spectrometry by means of combined sparse component analysis and detection of single component points. 5. Kopriva, Ivica; Jerić, Ivanka; Smrečki, Vilko. Method of and system for blind extraction of more than two pure components out of spectroscopic and spectrometric measurements of only two mixtures by means of sparse component analysis. 6. Kopriva, Ivica. Method for real time tumour visualisation and demarcation by means of photodynamic diagnosis.