RBF network methods for face detection and attentional frames

被引：15

作者：

Howell, AJ ^{[1
]}

Buxton, H ^{[1
]}

机构：

[1] Univ Sussex, Sch Cognit & Comp Sci, Brighton BN1 9QH, E Sussex, England

来源：

NEURAL PROCESSING LETTERS | 2002年 / 15卷 / 03期

关键词：

face detection; gesture recognition; head pose invariance; RBF networks; real-time vision applications; time-delay networks; visually mediated interaction;

D O I：

10.1023/A:1015743231018

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper we introduce a set of adaptive vision techniques which could be used, for example, in video-conferencing applications. First, we present methods for finding faces and selecting attentional frames to focus visual processing. Second, we present methods for recognising individual gesture phases for camera control. Finally, we discuss how these techniques can be extended to 'virtual groups' of multiple people interacting at multiple sites.

引用

页码：197 / 211

页数：15

共 29 条

[21] A NETWORK THAT LEARNS TO RECOGNIZE 3-DIMENSIONAL OBJECTS [J].

POGGIO, T ;

EDELMAN, S .

NATURE, 1990, 343 (6255) :263-266

[22]

Pomerleau D.A., 1989, Advances in Neural Information Processing Systems, P305

[23] An improved radial basis function network for visual autonomous road following [J].

Rosenblum, M ;

Davis, LS .

IEEE TRANSACTIONS ON NEURAL NETWORKS, 1996, 7 (05) :1111-1120

[24]

Rowley HA, 1996, ADV NEUR IN, V8, P875

[25]

Sherrah J, 2000, INT C PATT RECOG, P266, DOI 10.1109/ICPR.2000.905316

[26]

SHERRAH J, 1999, LECT NOTES ARTIF INT, V1688, P515

[27] Visual interaction with lifelike characters [J].

Turk, M .

PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION, 1996, :368-373

[28] PHONEME RECOGNITION USING TIME-DELAY NEURAL NETWORKS [J].

WAIBEL, A ;

HANAZAWA, T ;

HINTON, G ;

SHIKANO, K ;

LANG, KJ .

IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1989, 37 (03) :328-339

[29] Dynamic models of human motion [J].

Wren, CR ;

Pentland, AP .

AUTOMATIC FACE AND GESTURE RECOGNITION - THIRD IEEE INTERNATIONAL CONFERENCE PROCEEDINGS, 1998, :22-27

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