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ViCoS Lab

Authors

Rok Mandeljc
Rok Mandeljc
Stanislav Kovacic
Stanislav Kovacic
Matej Kristan, PhD
Matej Kristan, PhD
Janez Perš
Janez Perš

Links

  •   Document

Multi-modal tracking by identification

Rok Mandeljc, Stanislav Kovacic, Matej Kristan and Janez Perš
Proceedings of the 21st International Electrotechnical and Computer Science Conference, ERK 2012, 2012,

In this paper, we demonstrate, by performing quantitative evaluation, the benefit of tracking by identification over state-of-the-art identification by tracking. We evaluate four localization and tracking systems: a commercial localization system based on radio technology, a state-ofthe- art computer-vision algorithm that uses multiple calibrated cameras to perform identification by tracking, and two multi-modal tracking-by-identification systems that have been developed in our laboratory. We briefly describe all four systems and evaluation metric, and present evaluation on a challenging indoor dataset.

Faculty of Computer and Information Science

Visual Cognitive Systems Laboratory

University of Ljubljana

Faculty of Computer and Information Science

Večna pot 113
SI-1000 Ljubljana
Slovenia
Tel.: +386 1 479 8245