I finished my Ph.D. with distinction in July 2014 under the supervision of Prof. Bernhard Rinner at the Institute of Networked and Embedded Systems at the Alpen-Adria-University Klagenfurt in Austria. My thesis is entitled ‘Autonomous Distributed Tracking in Networks of Self-organised Smart Cameras’ and was supervised by Prof. Bernhard Rinner. Secondary examinor was Prof. Janusz Konrad from Boston University.
During my Ph.D. I was part of the of the Pervasive Computing Group and worked on the the European FP7 project EPiCS – short for Engineering Proprioception in Computing Systems. The project consisted of eight partners from across Europe including University of Paderborn, University of Birmingham, ETH Zürich, and Imperial College London but also partners from industry such as Airbus and AIT. The focus of the project is to design complex systems as collections of self-aware and self-expressive nodes.
As part of the team at the Alpen-Adria University my research focuses on self-adaptation and self-organisation of smart cameras within a network to track people or objects in a distributed fashion.
As part of my work within this project, I developed and deployed a smart camera network and implemented a simulation environment for Smart Camera Networks called CamSim. My focus was on distributed tracking of objects in multi-camera networks and applying various algorithms to allow the cameras to self-organise and self-adapt to the given scenario. The project started in September 2010 and was successfully completed in September 2014, receiving best possible grades from the European Commission in all four consecutive years.
From December 2015 to January 2017 I was a postdoctoral research fellow at the Cyber-physical Systems Group of Prof. Radu Grosu at the Institute of Computer Engineering at the Vienna University of Technology.
Centralised, Decentralised, and Self-organised Coverage Maximisation in Smart Camera Networks
IEEE International Conference on Self-Adaptive and Self-Organizing Systems.
accepted for publication. Nominated for best paper. 2017.
Socio-Economic Vision Graph Generation and Handover in Distributed Smart Camera Networks
ACM Transactions on Sensor Networks (TOSN), 10(2), 2014.
Self-aware and Self-expressive Camera Networks
IEEE Computer Magazine. 48 (7), 21-28, 2015.
Dynamic Reconfiguration in Camera Networks: a short survey
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 26 (5), 965-977, 2016.
Static, Dynamic and Adaptive Heterogeneity in Socio-Economic Distributed Smart Camera Networks
ACM Transactions on Autonomous and Adaptive Systems (TAAS), 10(2), 2015.