Active Scene Analysis Based on Multi-Sensor Fusion and Mixed Reality on Mobile Systems

Autor: Jianwei Zhang, Sebastian Rockel, Denis Klimentjew
Rok vydání: 2013
Předmět:
Zdroj: Advances in Intelligent Systems and Computing ISBN: 9783642378348
DOI: 10.1007/978-3-642-37835-5_69
Popis: The approach presented shows possible ways of improving scene analysis to achieve more reliable and accurate object recognition in the context of mobile robotics. The centralized architecture combines different feature detectors with active modalities, such as change of perspective or influencing the scene. It opens possibilities for the use of 2D detectors and extends the results to 3D. In combination with mixed reality, it offers the possibility of evaluation of the developed system as well as increased efficiency. The architecture developed and the preliminary results are presented. The work goes a step in the direction of active intelligent perception.
Databáze: OpenAIRE