Title :
Mobile robot for face recognition: A collaborative environment
Author :
Rivas-Perea, Pablo ; Rosiles, Jose Gerardo ; Anaya, Omar Velarde ; Olvera, Leonardo Valencia ; Chavira, Luis Humberto Uribe ; Chacon M, Mario I
Author_Institution :
Electr. & Comput. Eng., Univ. of Texas, El Paso, TX, USA
Abstract :
Nowadays human beings need to perform dangerous tasks involving the possibility of physical injury. This creates a demand of novel collaborative technologies between human and machines. In this paper we present a collaborative scheme aimed to support a mobile face recognition system for surveillance applications. Such face recognition system is based on facial feature lines and the Abonyi´s and Szeifert´s fuzzy classification scheme. A mobile platform which uses the latest technologies in mobile robotics is introduced. The implementation shows facial recognition rates up to 95% with the ORL facial database, and successful assessment for remote scene monitoring.
Keywords :
face recognition; fuzzy set theory; human-robot interaction; image classification; mobile robots; video surveillance; Abonyi fuzzy classification scheme; ORL facial database; Szeifert fuzzy classification scheme; collaborative technologies; face recognition; facial feature lines; human robot interaction; mobile face recognition system; mobile robot; physical injury; remote scene monitoring; surveillance applications; Collaboration; Face recognition; Facial features; Fuzzy systems; Humans; Injuries; Layout; Mobile robots; Spatial databases; Surveillance; Mobile robotics; face recognition; fuzzy clustering; human robot interaction;
Conference_Titel :
High Performance Computing & Simulation, 2009. HPCS '09. International Conference on
Conference_Location :
Leipzig
Print_ISBN :
978-1-4244-4906-4
Electronic_ISBN :
978-1-4244-4907-1
DOI :
10.1109/HPCSIM.2009.5192664