Face-texture model based on SGLD and its application in face detection in a color scene

被引：149

作者：

Dai, Y ^{[1
]}

Nakano, Y ^{[1
]}

机构：

[1] SHINSHU UNIV, DEPT INFORMAT ENGN, NAGANO 380, JAPAN

来源：

PATTERN RECOGNITION | 1996年 / 29卷 / 06期

基金：

日本学术振兴会;

关键词：

space gray-level dependence matrix; face detection; color information; background; face-texture model;

D O I：

10.1016/0031-3203(95)00139-5

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper proposed a new method for the full face detection from complex backgrounds. Based on feature parameters of space gray-level dependence (SGLD) matrix, the face-texture model composed by a set of inequalities was derived. A color information utilization incorporated with the face-texture feature was also investigated. Using the face-texture model, we designed a kind of scanning scheme for face detection in color scenes, in which the orange-like parts including the face areas were enhanced by utilizing the I component of the YIQ color system The experiments showed that this method can locate the face position in the complex backgrounds effectively. (C) 1996 Pattern Recognition Society. Published by Elsevier Science Ltd.

引用

页码：1007 / 1017

页数：11

共 15 条

[1] AKAMATSU S, 1992, 11TH IAPR INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, PROCEEDINGS, VOL II, P217, DOI 10.1109/ICPR.1992.201758
[2] BEYMER D, 1995, FIFTH INTERNATIONAL CONFERENCE ON COMPUTER VISION, PROCEEDINGS, P500, DOI 10.1109/ICCV.1995.466898
[3] CHEN Q, 1995, P 5 INT C COMP VIS, P591
[4] DAI Y, 1994, P 12 INT C PATT REC, V1, P137
[5] DAI Y, 1994, P ICARCV 94, P1442
[6] ESSA IA, 1995, FIFTH INTERNATIONAL CONFERENCE ON COMPUTER VISION, PROCEEDINGS, P360, DOI 10.1109/ICCV.1995.466916
[7] Govindaraju V., 1990, Proceedings. Third International Conference on Computer Vision (Cat. No.90CH2934-8), P718, DOI 10.1109/ICCV.1990.139626
[8] TEXTURAL FEATURES FOR IMAGE CLASSIFICATION
HARALICK, RM
SHANMUGAM, K
DINSTEIN, I
[J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1973, SMC3 (06): : 610 - 621
[9] AUTOMATIC RECOGNITION OF HUMAN FACE PROFILES
HARMON, LD
HUNT, WF
[J]. COMPUTER GRAPHICS AND IMAGE PROCESSING, 1977, 6 (02): : 135 - 156
[10] Kosugi M., 1994, Transactions of the Institute of Electronics, Information and Communication Engineers D-II, VJ77D-II, P672

← 1 2 →