DocumentCode :
3378758
Title :
Children tantrum behaviour analysis based on Kinect sensor
Author :
Yu, Xiaoyi ; Wu, Lingyi ; Liu, Qingfeng ; Zhou, Han
fYear :
2011
fDate :
1-2 Dec. 2011
Firstpage :
49
Lastpage :
52
Abstract :
Tantrums exerts bad impact on children growth. It is very important to provide doctors with valid and reliable data in time to discover the abnormal behaviors of children. Children behavior analysis in video has been proposed to help; however, there are still three challenges of current implementations: caregivers´ attitudes, video collecting and analysis, approaches to prove their effectiveness. In this paper we propose a prototype system, in which we exploit medical knowledge, questionnaire based attitudes investigation and Kinect based behavior analysis algorithm to address those problems. To assess the effectiveness of our system, we also design a questionnaire to interview the doctor and analyze the feedback result.
Keywords :
behavioural sciences computing; image classification; learning (artificial intelligence); medical computing; medical image processing; object detection; paediatrics; video signal processing; children abnormal behavior; children behavior analysis; children tantrum behaviour analysis; kinect sensor; medical knowledge; video analysis; Algorithm design and analysis; Educational institutions; Grammar; Hidden Markov models; Pediatrics; Prototypes; Kinect; behavior analysis; children tantrum; questionnarie; stochastic grammar;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Visual Surveillance (IVS), 2011 Third Chinese Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-1834-2
Type :
conf
DOI :
10.1109/IVSurv.2011.6157022
Filename :
6157022
Link To Document :
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