Title :
The people number estimation based on the embedded DSP system with surveillance camera
Author :
Nai-Jen Li ; Cheng-Feng Weng ; Wen-June Wang ; Hsiang-Chieh Chen ; Pei-Jun Lee
Author_Institution :
Dept. of Electr. Eng., Nat. Central Univ., Jhongli, Taiwan
Abstract :
This paper proposes a method to estimate the number of the people in an indoor environment. The method is implemented on embedded digital signal processing (DSP) system for energy-saving. Using background subtraction technique to extract foreground, every row pixels of extracted foreground and an adjustable human template are weighed by the proposed weighting model and then we accumulate those weighed pixels to estimate the number of people. The experimental results show that the proposed method has outstanding performance on estimating the number of people in the video surveillance.
Keywords :
digital signal processing chips; feature extraction; image sensors; object detection; video surveillance; adjustable human template; background subtraction technique; embedded DSP system; embedded digital signal processing system; energy-saving; extracted foreground; indoor environment; people number estimation; surveillance camera; video surveillance; weighed pixels; Cameras; Charge coupled devices; Digital signal processing; Estimation; Image processing; Signal processing algorithms; Surveillance; Embedded DSP System; People number estimation; Video surveillance; weighting model;
Conference_Titel :
System Science and Engineering (ICSSE), 2013 International Conference on
Conference_Location :
Budapest
Print_ISBN :
978-1-4799-0007-7
DOI :
10.1109/ICSSE.2013.6614633