Katedra za opštu elektrotehniku

dr Aleksej Avramović, docent

Biografija

Aleksej Avramović je diplomirao 2007. Godine na Elektrotehničkom fakultetu u Banjoj Luci, a doktorirao 2016. Godine na Elektrotehničkom fakultetu u Beogradu. Objavio je preko 30 naučnih radova u međunarodnim časopisima, na međunarodnim i domaćim naučnim konferencijama. Autor je nekoliko praktikuma za laboratorijske vježbe na prvom ciklusu studija. Član je IEEE.

Oblasti interesovanja

Obrada slike, računarski vid, mašinsko učenje, digitalna obrada signala

Odabrane publikacije

• Radovi u međunarodnim časopisima
  1. Igor Ševo, Aleksej Avramović: "Convolutional Neural Network Based Automatic Object Detection on Aerial Images", IEEE Geoscience and Remote Sensing Letters, Vol. 13, Issue 5, pp. 740-744, ISSN 1545-598X, 2016.
  2. Aleksej Avramović, Vladimir Risojević , „Block-based semantic classification of high-resolution multispectral aerial images“, Signal, Image and Video Processing, Vol. 10, Issue 1, pp. 75-84, January 2016, DOI(identifier) 10.1007/s11760-014-0704-x
  3. Igor Ševo, Aleksej Avramović, Ilangko Balasingham, Olle Jakob Elle, Jacob Bergsland Lars Aabakken: "Edge density based automatic detection of inflammation in colonoscopy videos", Computers in Biology and Medicine, vol. 72, pp. 138-150, Elsevier, 2016.
  4. Aleksej Avramović, Zdenka Babić, Dušan Raič, Drago Strle, Patricio Bulić: "An approximate logarithmic squaring circuit with error compensation for DSP applications", Microelectronics Journal, Elsevier, Vol. 45, Issue 3, pp. 263-271, March 2014.
  5. Zdenka Babić, Aleksej Avramović, Patricio Bulić: ''An Iterative Logarithmic Multiplier'', Microprocessors and microsystems, Vol 35, issue 1, pp. 23-33, February 2011.
• Radovi na međunarodnim konferencijama
1. Aleksej Avramović , Igor Ševo, Irini Reljin: "Comparative analysis of texture classification based on low and high order local features", 23th Telecommunications Forum TELFOR 2015, pp. 799-802, Belgrade, Serbia, 2015.
2. Aleksej Avramović, Vladimir Risojević: "Analysis of spatial partitioning approaches for image classification", In Proceedings of 12th Symposium on Neural Network Applications in electrical Engineering NEUREL 2014, pp. 211-215.
3. Aleksej Avramović, Goran Banjac, Jovan Galić: "Lossless Audio Compression Using Modular Arithmetic and Performance-Based Adaptation", 20th Telecommunications Forum TELFOR 2012, pp. 1256-1259, Belgrade, Serbia, 2012.,
4. Aleksej Avramović, Branko Marović: "Performance of Texture Descriptors in Classification of Medical Images with Outsiders in Database", In Proceedings of 11th Symposium on Neural Network Applications in electrical Engineering, NEUREL 2012, pp. 209 -212, Belgrade, Serbia, September 2012.
5. Aleksej Avramović, Goran Banjac: "On Predictive-Based Lossless Compression of Images with Higher Bit Depths", Telfor Journal, Vol. 4, No. 2, pp. 122 - 127, 2012.
6. Aleksej Avramović, Vladimir Risojević: "Descriptor Dimensionality Reduction for Aerial Image Classification", In Proceedings of 18th International Conference System, Signal and Image Processing, IWSSIP 2011, pp. 105-108, 16.-18. jun 2011, Sarajevo, BiH.
7. Patricio Bulić, Zdenka Babić, Aleksej Avramović: "A Simple Pipelined Logarithmic Multiplier", 28th International Conference on Computer Design ICCD, Amsterdam, Netherlands, 2010.
8. Aleksej Avramović, Branimir Reljin: "Gradient Edge Detection Predictor for Image Lossless Compression", In Proceedings of 52th International Symposium ELMAR-2010, Zadar, Croatia, 2010. pp. 131-134.
9. Zdenka Babić, Aleksej Avramović, Patricio Bulić: "An Iterative Mitchell's Algorithm Based Multiplier", In Proceedings of The IEEE Symposium on Signal Processing and Information Technology, Sarajevo, BIH, 2008. pp. 303-308.