Katedra za opštu elektrotehniku

Elektrotehnički fakultet, Univerzitet u Banjoj Luci

Tekući projekti

Automatska klasifikacija pokrivenosti i načina korišćenja zemljišta


Finansiranje:

Ministarstvo nauke i tehnologije Republike Srpske, broj ugovora 06/0-020/961-220/11

Apstrakt:

Broj uređaja za daljinsku detekciju se neprestano povećava. Posljedica toga je da su mnogobrojne baze podataka dobijenih daljinskom detekcijom preplavljene podacima. U ovom trenutku, slike dominiraju ovim bazama podataka, kako raznovrsnošcu, tako i kvantitetom. Predmet ovog istraživanja je automatska analiza slika dobijenih daljinskom detekcijom u cilju klasifikacije pokrivenosti i nacina korišćenja zemljišta.

Period:

2011 - 2013

Najvažniji rezultati:

  1. 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
  2. Rok Cešnovar, Vladimir Risojević, Zdenka Babic, Tomaž Dobravec, Patricio Bulic, “A GPU implementation of a structural-similarity-based aerial-image classification”, The Journal of Supercomputing, Volume 65, Issue 2, pp 978-996, August 2013.
  3. Vladimir Risojević, Zdenka Babić, “Fusion of Global and Local Descriptors for Remote Sensing Image Classification”, IEEE Geoscience and Remote Sensing Letters, Vol. 10, Issue 4, pp. 836-840, July 2013, DOI (identifier) 10.1109/LGRS.2012.2225596.
  4. Vladimir Risojević, Zdenka Babić, “Unsupervised Learning of Quaternion Features for Image Classification”, In Proceedings of 11th International Conference on Telecommunications in Modern Satellite, Cable and Broadcasting Services TELSIKS 2013, Niš, Srbija, pp. 345-348, October 2013,
  5. Vladimir Risojević, Zdenka Babić, „Orientation Difference Descriptor for Aerial Image Classification“, In Procedings of 19th International Conference on Systems, Signals and Image Processing, IWSSIP 2012, Vienna, Austria, pp. 156-159, April 2012,
  6. Vladimir Risojević, Zdenka Babić, “Aerial Image Classificaton Using Structural Texture Similarity”, IEEE Symposium on Signal Processing and Information Technology, ISSPIT 2011, Bilbao, Spain, pp. 169-174, December 2011.