A hierarchical multiscale and multiangle system for human face detection in a complex background using gravity-center template

被引：118

作者：

Miao, J

Yin, BC ^{[1
]}

Wang, KQ

Shen, LS

Chen, XC

机构：

[1] Beijing Polytech Univ, Dept Comp Sci, Beijing 100022, Peoples R China

[2] Beijing Polytech Univ, Signal & Informat Proc Lab, Beijing 100022, Peoples R China

来源：

PATTERN RECOGNITION | 1999年 / 32卷 / 07期

关键词：

face detection; multiscale; multiangle; mosaic image; mosaic-edge gravity-center template;

D O I：

10.1016/S0031-3203(98)00156-3

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 presents a novel faster search scheme of gravity-center template matching compared with the traditional search method in an image for human face detection, which significantly saves the time consumed in rough detection of human faces in a mosaic image. Besides, the system is able to detect rather slanted faces(- 25 degrees similar to 25 degrees) and faces with much horizontal rotating angles(- 45 degrees similar to 45 degrees) and vertical rotating angles (-30 degrees similar to 30 degrees), which are in various sizes and at unknown locations in an unconstrained background. A specially defined recognition rate of 86.7% has been reached for such faces. (C) 1999 Pattern Recognition Society. Published by Elsevier Science Ltd. All rights reserved.

引用

页码：1237 / 1248

页数：12

共 21 条

[1] PERSON IDENTIFICATION USING MULTIPLE CUES [J].

BRUNELLI, R ;

FALAVIGNA, D .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1995, 17 (10) :955-966

[2] THE ANALYSIS OF FACIAL PROFILES USING SCALE-SPACE TECHNIQUES [J].

CAMPOS, JC ;

LINNEY, AD ;

MOSS, JP .

PATTERN RECOGNITION, 1993, 26 (06) :819-824

[3] A NOVEL FEATURE-EXTRACTION METHOD FOR IMAGE RECOGNITION BASED ON SIMILAR DISCRIMINANT FUNCTION (SDF) [J].

CHENG, YQ ;

LIU, K ;

YANG, JY .

PATTERN RECOGNITION, 1993, 26 (01) :115-125

[4] Face-texture model based on SGLD and its application in face detection in a color scene [J].

Dai, Y ;

Nakano, Y .

PATTERN RECOGNITION, 1996, 29 (06) :1007-1017

[5]

GAO W, 1996, P 1 INT C MULT INT 9, P289

[6]

Govindaraju V., 1989, Proceedings CVPR '89 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.89CH2752-4), P549, DOI 10.1109/CVPR.1989.37900

[7] RECOGNITION OF FACES [J].