Smart Cameras: 2D Affine Models for Determining Subject Facial Expressions

被引：11

作者：

Bacivarov, Ioana ^{[1
]}

Corcoran, Peter ^{[2
]}

Ionita, Mircea ^{[1
]}

机构：

[1] Natuonal Univ Ireland, Dept Elect Engn, Galway, Ireland

[2] Natl Univ Ireland, Dept Elect Engn, Galway, Ireland

来源：

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS | 2010年 / 56卷 / 02期

关键词：

smart cameras; affective imaging; expression classification and recognition; AAM; SVM; RECOGNITION;

D O I：

10.1109/TCE.2010.5505930

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

In this paper we consider how next generation of smart cameras will move beyond face detection and tracking to develop more useful analysis tools for determining the expressions and emotions of the subjects in images. An initial proof-of-concept using an extension of an Active Appearance Model (AAM) to measure facial parameters and a set of classifiers to determine facial states are described. Preliminary findings are encouraging and suggest that the use of the component-based AAM models and SVM classifiers will enable new applications and opportunities in smart cameras(1).

引用

页码：289 / 297

页数：9

共 29 条

[1]

[Anonymous], 2005, ICME

[2]

[Anonymous], FACIAL EXPRESSIONS E

[3]

[Anonymous], WORKSH CONJ IEEE CVP

[4]

[Anonymous], P INT C FAC GEST REC

[5]

BACIVAROV I, 2008, COMBINED APPROACH FE

[6]

BACIVAROV I, 2008, IEEE T CONSUMER AUG

[7]

BLACK MJ, 1995, INT C COMP VIS, P23

[8]

CHOI H, INT IEEE C SYST MAN, V2, P1559

[9]

Cootes TF, 1998, IEEE Transactions on Pattern Analysis and Machine Intelligence, P484, DOI [DOI 10.1007/BFB0054760, DOI 10.1109/34.927467]

[10]

CORCORAN P, 2003, IEEE T CONSUM ELECTR, V51, P747

← 1 2 3 →