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CENTRE OF RESEARCH EXCELLENCE FOR ADVANCED COOPERATIVE SYSTEMS

The Centre of Research Excellence for Advanced Cooperative Systems (ACROSS) is an interdepartmental research centre at the University of Zagreb Faculty of Electrical Engineering and Computing. The centre performs research in cooperative systems related to robotics, networked embedded systems and renewable energy systems. Its establishment and operation is funded by the European FP-7 Capacities "Research Potential" program [285939, FP7-REGPOT-2011-1].


Published: 2014-04-09 at 17:15
Colloquium "Improving fleet...

The Centre of Research Excellence for Advanced Cooperative Systems (ACROSS) invites you to the joint colloquium of ACROSS and VISTA project

"Improving fleet management systems by computer vision"

held by Ivan Sikirić, dipl. ing.

Colloquium details
Title Improving fleet management systems by computer vision
Speakers Ivan Sikirić, dipl. ing.
Date 10. 4. 2014. 14:00 - 15:00
Location Faculty of Electrical Engineering and Computing, D306

More about the speaker and colloquium can be found in the detailed news content.

Abstract:

Fleet management systems monitor hundreds of vehicles by relying on GPS and other simple sensors. Such systems experience challenges in cases of GPS glitches and reduced GPS coverage. Additionally they can provide only limited information about stationary vehicles. This talk will show how these problems can be alleviated by augmenting the GPS information with a short descriptor of an image captured by an on-board camera. The descriptor will allow the server to recognize various scene types by image classification and subsequently improve the quality of service to the clients. Existing state-of-the-art solutions will be reviewed and some ways for adapting them to the problem at hand will be demonstrated. Preliminary experimental evaluation of the proposed methods, and their comparison to the state-of-the-art will be presented using a large dataset specifically designed and collected for this purpose.

 

CV:
Ivan Sikirić received his M. Eng. (dipl. ing.) degree in Computing in 2007, from the Faculty of Electrical Engineering and Computing, University of Zagreb. He is currently enrolled in the PhD programme of the same Faculty, working towards a PhD in Computing. Since 2008, he is employed in Mireo d.d., where he is working on fleet management systems.  He has co-authored five papers published in the proceedings of international conferences. His research interests include representation and classification in computer vision.

Mario Bukal
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FUNDING
 

ACROSS project has received research funding from the Seventh Framework Programme of the European Union (Grant Agreement No. 285939 FP7-REGPOT-2011-1).


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