Title :
Research on Counting Method of Bus Passenger Flow Based on Kinematics of Human Body and SVM
Author :
Zhu, Fang ; Gu, Junhua ; Yang, Ruixia ; Zhao, Zhifeng
Author_Institution :
Inf. Eng. Coll., Hebei Univ. of Technol., Tianjin
Abstract :
According to the current research on the bus passengers flow counting, this paper proposes a new counting method of bus passenger flow based on kinematics of human body and SVM. This method solves the problem that low cost device canpsilat count the number of passengers accurately and canpsilat distinguish the direction of passengerspsila movement. Finally, this paper proves the feasibility and effectivity of the new method through experimental results.
Keywords :
feature extraction; gait analysis; pressure sensors; support vector machines; transportation; SVM; bus passenger flow; counting method; human body kinematics; Costs; Data analysis; Data mining; Foot; Humans; Information technology; Kinematics; Legged locomotion; Road transportation; Support vector machines; SVM; counting method; kinematics of human body;
Conference_Titel :
Intelligent Information Technology Application, 2008. IITA '08. Second International Symposium on
Conference_Location :
Shanghai
Print_ISBN :
978-0-7695-3497-8
DOI :
10.1109/IITA.2008.319
