Title :
Human movement trajectory recording for home alone by thermopile array sensor
Author :
Kuki, Masato ; Nakajima, Hiroshi ; Tsuchiya, Naoki ; Hata, Yutaka
Author_Institution :
Grad. Sch. of Eng., Univ. of Hyogo, Himeji, Japan
Abstract :
This paper proposes a human movement trajectory recording method by a thermopile array sensor. In the system, the sensor is attached to the ceiling and it acquires place-dependent temperatures, which is called thermal distribution. The system obtains 4 × 4 pixels thermal distributions from the sensor. The distributions are analyzed to extract human movement trajectory. First, human candidate pixels are detected by background removal with three fuzzy rules on temperature. Second, those pixels are separated by Connected Component Labeling. Then, each human area is identified. Third, human centroid is calculated. Human movement trajectory is defined as a path of those centroids and recorded at all times. In the experiment, subjects performed 15 motion patterns such as standing and walking for an adult male. The system measured each motion during 1~3 minutes. As the experimental result, the system successfully recorded accurate human movement trajectories in the all.
Keywords :
array signal processing; feature extraction; fuzzy set theory; image motion analysis; sensor arrays; temperature sensors; thermopiles; background removal; connected component labeling; fuzzy rules; human area identification; human centroid; human movement trajectory extraction; human movement trajectory recording method; motion pattern; place-dependent temperature; standing pattern; thermal distribution; thermopile array sensor; walking pattern; Arrays; Biomedical monitoring; Humans; Legged locomotion; Temperature measurement; Temperature sensors; Trajectory; Human Detection; Human movement trajectories; Remote Monitoring System; Thermal Distribution; Thermopile Array Sensor;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4673-1713-9
Electronic_ISBN :
978-1-4673-1712-2
DOI :
10.1109/ICSMC.2012.6378039