An automatic system for multiple human tracking and actions recognition in office environment

Author

Henry, Tan C C ; Janapriya, E. G Rnwan ; De Silva, Liyanage C.

Author_Institution

Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore

Volume

3

fYear

2003

fDate

6-10 April 2003

Abstract

This paper presents an automatic system that detects humans, tracks to maintain knowledge of up to 2 human objects´ whereabouts in an office environment and recognizes their simple actions (such as walking, sitting down, getting up, squatting down and standing up, in both lateral and frontal views) in color video for activities logging. The detection, tracking and human motion classifications are automatic and suitable for use in smart room/office environment.

Keywords

image classification; image colour analysis; office automation; office environment; tracking; video signal processing; actions recognition; activities logging; automatic system; color video; human detection; human motion classifications; multiple human tracking; office environment; smart room; Cameras; Face recognition; Humans; Knowledge engineering; Legged locomotion; Maintenance engineering; Motion detection; Object detection; Speech recognition; Tracking;

fLanguage

English

Publisher

ieee

Conference_Titel

Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on

ISSN

1520-6149

Print_ISBN

0-7803-7663-3

Type

conf

DOI

10.1109/ICASSP.2003.1199103

Filename

1199103