Computer vision based analysis of non-verbal information in HCI

Jun Ohya

doi:10.1109/ICME.2001.1237860

Computer vision based analysis of non-verbal information in HCI

Jun Ohya^*

^*Corresponding author for this work

School of Creative Science and Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

This paper overviews our research activities on computer vision based non-verbal information analysis that can be applied to virtual communication environments and human computer interactions. In virtual communication environments, a user's facial expressions and body motions are estimated by computer vision approaches, and the estimated non-verbal information is reproduced in the user's avatar. For human computer interfaces, hand gestures are recognized as pre-defined commands by analyzing multiple camera images that observe the hand. In addition, facial expressions and body gestures are recognized from a time-sequential images by HMM (Hidden Markov Models).

Original language	English
Title of host publication	Proceedings - IEEE International Conference on Multimedia and Expo
Publisher	IEEE Computer Society
Pages	869-872
Number of pages	4
ISBN (Electronic)	0769511988
DOIs	https://doi.org/10.1109/ICME.2001.1237860
Publication status	Published - 2001 Jan 1
Event	2001 IEEE International Conference on Multimedia and Expo, ICME 2001 - Tokyo, Japan Duration: 2001 Aug 22 → 2001 Aug 25

Publication series

Name	Proceedings - IEEE International Conference on Multimedia and Expo
ISSN (Print)	1945-7871
ISSN (Electronic)	1945-788X

Other

Other	2001 IEEE International Conference on Multimedia and Expo, ICME 2001
Country/Territory	Japan
City	Tokyo
Period	01/8/22 → 01/8/25

ASJC Scopus subject areas

Computer Networks and Communications
Computer Science Applications

Access to Document

10.1109/ICME.2001.1237860

Cite this

Ohya, J 2001, Computer vision based analysis of non-verbal information in HCI. in Proceedings - IEEE International Conference on Multimedia and Expo., 1237860, Proceedings - IEEE International Conference on Multimedia and Expo, IEEE Computer Society, pp. 869-872, 2001 IEEE International Conference on Multimedia and Expo, ICME 2001, Tokyo, Japan, 01/8/22. https://doi.org/10.1109/ICME.2001.1237860

@inproceedings{345322ce01a64b2b8482c000b83ad215,

title = "Computer vision based analysis of non-verbal information in HCI",

abstract = "This paper overviews our research activities on computer vision based non-verbal information analysis that can be applied to virtual communication environments and human computer interactions. In virtual communication environments, a user's facial expressions and body motions are estimated by computer vision approaches, and the estimated non-verbal information is reproduced in the user's avatar. For human computer interfaces, hand gestures are recognized as pre-defined commands by analyzing multiple camera images that observe the hand. In addition, facial expressions and body gestures are recognized from a time-sequential images by HMM (Hidden Markov Models).",

author = "Jun Ohya",

year = "2001",

month = jan,

day = "1",

doi = "10.1109/ICME.2001.1237860",

language = "English",

series = "Proceedings - IEEE International Conference on Multimedia and Expo",

publisher = "IEEE Computer Society",

pages = "869--872",

booktitle = "Proceedings - IEEE International Conference on Multimedia and Expo",

note = "2001 IEEE International Conference on Multimedia and Expo, ICME 2001 ; Conference date: 22-08-2001 Through 25-08-2001",

}

TY - GEN

T1 - Computer vision based analysis of non-verbal information in HCI

AU - Ohya, Jun

PY - 2001/1/1

Y1 - 2001/1/1

N2 - This paper overviews our research activities on computer vision based non-verbal information analysis that can be applied to virtual communication environments and human computer interactions. In virtual communication environments, a user's facial expressions and body motions are estimated by computer vision approaches, and the estimated non-verbal information is reproduced in the user's avatar. For human computer interfaces, hand gestures are recognized as pre-defined commands by analyzing multiple camera images that observe the hand. In addition, facial expressions and body gestures are recognized from a time-sequential images by HMM (Hidden Markov Models).

AB - This paper overviews our research activities on computer vision based non-verbal information analysis that can be applied to virtual communication environments and human computer interactions. In virtual communication environments, a user's facial expressions and body motions are estimated by computer vision approaches, and the estimated non-verbal information is reproduced in the user's avatar. For human computer interfaces, hand gestures are recognized as pre-defined commands by analyzing multiple camera images that observe the hand. In addition, facial expressions and body gestures are recognized from a time-sequential images by HMM (Hidden Markov Models).

UR - http://www.scopus.com/inward/record.url?scp=84908300181&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84908300181&partnerID=8YFLogxK

U2 - 10.1109/ICME.2001.1237860

DO - 10.1109/ICME.2001.1237860

M3 - Conference contribution

AN - SCOPUS:84908300181

T3 - Proceedings - IEEE International Conference on Multimedia and Expo

SP - 869

EP - 872

BT - Proceedings - IEEE International Conference on Multimedia and Expo

PB - IEEE Computer Society

T2 - 2001 IEEE International Conference on Multimedia and Expo, ICME 2001

Y2 - 22 August 2001 through 25 August 2001

ER -

Computer vision based analysis of non-verbal information in HCI

Abstract

Publication series

Other

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this