caa a22 4500 445295422 CHVBK 20180317142540.0 cr unu---uuuuu 170323e20101201xx s 000 0 eng 10.1007/s11554-010-0150-0 doi (NATIONALLICENCE)springer-10.1007/s11554-010-0150-0 Human posture recognition for intelligent vehicles [Elektronische Daten] [Juan Wachs, Mathias Kölsch, Deborah Goshorn] Pedestrian detection systems are finding their way into many modern "intelligent” vehicles. The body posture could reveal further insight about the pedestrian's intent and her awareness of the oncoming car. This article details the algorithms and implementation of a library for real-time body posture recognition. It requires prior person detection and then calculates overall stance, torso orientation in four increments, and head location and orientation, all based on individual frames. A syntactic post-processing module takes temporal information into account and smoothes the results over time while correcting improbable configurations. We show accuracy and timing measurements for the library and its utilization in a training application. Springer-Verlag, 2010 Articulated body posture recognition nationallicence Pose detection nationallicence Computer vision nationallicence Gesture recognition nationallicence Syntactical behavior classifiers nationallicence Error correction nationallicence Wachs Juan School of Industrial Engineering, Purdue University, West Lafayette, IN, USA aut Kölsch Mathias MOVES Institute, Naval Postgraduate School, Monterey, CA, USA aut Goshorn Deborah MOVES Institute, Naval Postgraduate School, Monterey, CA, USA aut Journal of Real-Time Image Processing Springer-Verlag 5/4(2010-12-01), 231-244 1861-8200 5:4<231 2010 5 11554 https://doi.org/10.1007/s11554-010-0150-0 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s11554-010-0150-0 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Wachs Juan School of Industrial Engineering, Purdue University, West Lafayette, IN, USA aut NATIONALLICENCE 700 1- Kölsch Mathias MOVES Institute, Naval Postgraduate School, Monterey, CA, USA aut NATIONALLICENCE 700 1- Goshorn Deborah MOVES Institute, Naval Postgraduate School, Monterey, CA, USA aut NATIONALLICENCE 773 0- Journal of Real-Time Image Processing Springer-Verlag 5/4(2010-12-01), 231-244 1861-8200 5:4<231 2010 5 11554 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer