| Title |
Monitoring of humans traffic using hierarchical temporal memory algorithms |
| Translation of Title |
Hierarchinės laikinosios atminties algoritmų taikymas žmonių srauto monitoringo sistemai. |
| Authors |
Sinkevicius, S ; Simutis, R ; Raudonis, V |
| DOI |
10.5755/j01.eee.115.9.757 |
| Full Text |
|
| Is Part of |
Elektronika ir elektrotechnika.. Kaunas : KTU. 2011, Nr. 9, p. 91-96.. ISSN 1392-1215. eISSN 2029-5731 |
| Abstract [eng] |
The main purpose of this paper is to investigate the application of Hierarchical Temporal Memory (HTM) mechanism for humans traffic calculation in a public places using WEB cameras. The proposed approach distinguishes humans from other objects in a current video frame, identifies direction of movement and calculates balance of the humans’ traffic. As a result, all people entering and leaving room can be counted and information about people-traffic can be acquired. This information is very useful for further traffic monitoring and can be used for various traffic organization tasks. |
| Published |
Kaunas : KTU |
| Type |
Journal article |
| Language |
English |
| Publication date |
2011 |
| CC license |
|
