Uros Damnjanovic

Contact Details

Research Group: Multimedia and Vision Research Group

Supervisor: Prof Ebroul Izquierdo

Research Topic: Clustering of visual information using spectral methods

Research Scope:

Spectral methods emerged last years as promising tool for data organisation. Use of algebraic clustering approach to the field of visual information clustering and organisation showed some promising results in exiting literature. We are focusing on use of spectra clustering methods for image and video content based retrieval.

Research interests: Clustering, Spectral clustering, Content based visual information retrieval, Video summarization.

Participation in projects:

MESH

Publications:

Conferences

• Q. Zhang, K. Chandramouli, U. Damnjanovic, T. Piatrik, E. Izquierdo, M. Corvaglia, N. Adami, R. Leonardi, G. Yakin, S. Aksoy, U. Naci, A. Hanjalic, S. Vrochidis, A. Moumtzidou, S. Nikolopoulos, V. Mezaris, L. Makris, I. Kompatsiaris, B. Mansencal, J. Benois-Pineau, E. Esen, A. A. Alatan, E. Spyrou, P. Kapsalas, G. Tolias, P. Mylonas, Y. Avrithis, B. Reljin, G. Zajic, A. M. G. Pinherio, L. A. Alexandre, P. Almeida, R. Jarina, M. Kuba, N. Aginako, and J. Goya, "The COST292 experimental framework for TRECVID 2007," in Proc. TRECVid 2007 - Text Retrieval Conference TRECVid Workshop, 2007,
• U. Damnjanovic, T. Piatrik, D. Djordjevic, and E. Izquierdo, "Video Summarisation for Surveillance and News Domain," in Proc. International conference on Semantics and digital Media Technologies, 2007,
• U. Damnjanovic and E. Izquierdo, "Shot Boundary Detection using Spectral Clustering," in Proc. European Signal Processing Conference, 2007,
• U. Damnjanovic and E. Izquierdo, "Asymmetric and normalized cut for image clustering and segmentation," in Proc. 8th Seminar on Neural Network Applications in Electrical Engineering, 2006, pp. 5–9.