Ivica Kopriva

Ivica Kopriva

dr. sc.

znanstveni savjetnik
+385 1 457 1286

1842

Radionice 2/102

Zavod LAIR
Institut Ruđer Bošković
Bijenička cesta 54
10000 Zagreb
Hrvatska

Životopis_NZZ_IK.doc 180,50 kB

Obrazovanje

Doktorat tehnički znanosti polje elektrotehnika 1998. godine

Fakultet elektrotehnike i računarstva Sveučilišta u Zagrebu

Magistar elektrotehinke 1990. godine

Fakultet elektrotehnike i računarstva Sveučilišta u Zagrebu

Diplomirani inženjer elektrotehnike 1987. godine

Vojno-tehnički fakultet u Zagrebu

Područja znanosti

primijenjena matematika i matematičko modeliranje, obradba informacija

Projekti

Znanstveni projekt MZOŠ-a 098-0982903-2558 "Analiza višespektralnih podataka"

Nagrade i priznanja

Nagrada za znanstvene rezultate Instituta Ruđer Bošković 2010. godine

Državna nagrada za znanost 2009. godine za područje tehničkih znanosti

Senior member IEEE 2004. godine

Nastava

"Slijepo razdvajanje signala i analiza nezavisnih komponenata" na doktorskom studiju Fakulteta elektrotehnike i računarstva Sveučilišta u Zagrebu

Istaknute publikacije

T.-M. Huang, V. Kecman, I. Kopriva, "Kernel Based Algorithms for Mining Huge Data Sets: Supervised, Semi-supervised and Unsupervised Learning," Springer Series: Studies in Computational Intelligence, Vol. 17, XVI, ISBN: 3-540-31681-7, 2006.

I. Kopriva, M. Hadžija, M. Popović-Hadžija, M. Korolija, A. Cichocki (2011). Rational Variety Mapping for Contrast-Enhanced Nonlinear Unsupervised Segmentation of Multispectral Images of Unstained Specimen, The American Journal of Pathology, vol. 179, No. 2, pp. 547-553 (IF: 5.224).

I. Kopriva (2010).  Tensor Factorization for model-free space-variant blind deconvolution of the single- and multi-frame multi-spectral Image, Optics Express, vol. 18, No. 17, pp. 17819-17833 (IF 3.278).

I. Kopriva, I. Jerić (2010). Blind separation of analytes in nuclear magnetic resonance spectroscopy and mass spectrometry: sparseness-based robust multicomponent analysis, Analytical Chemistry, vol. 82, pp. 1911-1920 (IF: 5.21).

I. Kopriva, I. Jerić, V. Smrečki (2009). 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, vol. 653, pp. 143-153 (IF: 3.757).

I. Kopriva, I. Jerić (2009). Multi-component Analysis: Blind Extraction of Pure Components Mass Spectra using Sparse Component Analysis, Journal of Mass Spectrometry, vol. 44, issue 9, pp. 1378-1388 (IF: 2.94).

I. Kopriva, A. Cichocki (2009). Blind Multi-spectral Image Decomposition by 3D Nonnegative Tensor Factorization, Optics Letters vol. 34, No. 14, pp 2210-2212(IF: 3.06).

I. Kopriva (2009). 3D Tensor Factorization Approach to Single-frame Model-free Blind Image Deconvolution," Optics Letters, vol. 34, Issue 18, pp. 2385-2387(IF: 3.06).

I. Kopriva and A. Peršin (2009). Unsupervised decomposition of low-intensity low-dimensional multi-spectral fluorescent images for tumour demarcation, Medical Image Analysis 13, 507-518 (IF: 3.6).

I. Kopriva, (2007). Approach to Blind Image Deconvolution by Multiscale Subband Decomposition and Independent Component Analysis, Journal Optical Society of America A, Vol. 24, No.4, pp. 973-983 (IF: 2.002).

I. Kopriva (2005). Single Frame Multichannel Blind Deconvolution by Non-negative Matrix Factorization with Sparseness Constraint, Optics Letters, Vol. 30, No. 23, pp. 3135-3137 (IF: 3.882).

I.Kopriva, H.H.Szu, A.Persin. (2002). Optical Reticle Trackers with Multi-Source Dicrimination Capability By Using Independent Component Analysis, Optics Communications, Vol. 203 (3-6) pp. 197-211 (IF: 1.488).

I. Kopriva, A. Peršin. (1999). Discrimination of optical sources by use of adaptive blind source separation theory, Applied Optics, Vol. 38, No. 7, pp. 1115-1126 (IF: 1.515).

Članstva u profesionalnim udrugama / društvima

IEEE Senior Member

Optical Society of America, Member