Extracting facial features as in infants

被引：5

作者：

Hamada, T

Kato, K

Kawakami, K

机构：

[1] Elect Lab, LERC, Amagasaki, Hyogo 661, Japan

[2] Izumo Tech Highsch, Izumo, Shimane 693, Japan

[3] NTT Power & Bldg Facil Inc, Tokyo 171, Japan

来源：

PATTERN RECOGNITION LETTERS | 2000年 / 21卷 / 05期

关键词：

facial features; Gabor; simple cell; complex cell; infant vision;

D O I：

10.1016/S0167-8655(00)00009-X

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We tried to extract facial features based on physiological evidence. Complex units in the network are excited by one type of simple units with horizontal Gabor receptive fields and inhibited by another type of simple units with horizontal fields, but with lower frequency-selectivity. (C) 2000 Elsevier Science B.V. All rights reserved.

引用

收藏

页码：407 / 412

页数：6

相关论文

共 15 条

[1] FACIAL FEATURES AND AXIS OF SYMMETRY EXTRACTED USING NATURAL ORIENTATION INFORMATION [J].

BOWNS, L ;

MORGAN, MJ .

BIOLOGICAL CYBERNETICS, 1993, 70 (02) :137-144

[2] HUMAN AND MACHINE RECOGNITION OF FACES - A SURVEY [J].

CHELLAPPA, R ;

WILSON, CL ;

SIROHEY, S .

PROCEEDINGS OF THE IEEE, 1995, 83 (05) :705-740

[3] Infant peripheral vision: The development of monocular visual acuity in the first 3 months of postnatal life [J].

Courage, ML ;

Adams, RJ .

VISION RESEARCH, 1996, 36 (08) :1207-1215

[4] COMPLETE DISCRETE 2-D GABOR TRANSFORMS BY NEURAL NETWORKS FOR IMAGE-ANALYSIS AND COMPRESSION [J].

DAUGMAN, JG .

IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1988, 36 (07) :1169-1179

[5] SPATIOTEMPORAL ORGANIZATION OF SIMPLE-CELL RECEPTIVE-FIELDS IN THE CATS STRIATE CORTEX .1. GENERAL-CHARACTERISTICS AND POSTNATAL-DEVELOPMENT [J].

DEANGELIS, GC ;

OHZAWA, I ;

FREEMAN, RD .

JOURNAL OF NEUROPHYSIOLOGY, 1993, 69 (04) :1091-1117

[6] ORGANIZATION OF SUPPRESSION IN RECEPTIVE-FIELDS OF NEURONS IN CAT VISUAL-CORTEX [J].

DEANGELIS, GC ;

ROBSON, JG ;

OHZAWA, I ;

FREEMAN, RD .

JOURNAL OF NEUROPHYSIOLOGY, 1992, 68 (01) :144-163

[7] Development of inhibitory mechanisms in the kitten's visual cortex [J].

Green, ES ;

DeAngelis, GC ;

Freeman, RD .

VISUAL NEUROSCIENCE, 1996, 13 (06) :1109-1117

[8] EYE CONTACT AND FACE SCANNING IN EARLY INFANCY [J].

HAITH, MM .

SCIENCE, 1977, 198 (4319) :853-855

[9]

HOWELLS WW, 1960, SCI AM, V7, P3

[10] RECEPTIVE FIELDS, BINOCULAR INTERACTION AND FUNCTIONAL ARCHITECTURE IN CATS VISUAL CORTEX [J].

HUBEL, DH ;

WIESEL, TN .

JOURNAL OF PHYSIOLOGY-LONDON, 1962, 160 (01) :106-&