A constrained generative model applied to face detection

被引：0

作者：

Feraud, R ^{[1
]}

Bernier, O ^{[1
]}

Collobert, D ^{[1
]}

机构：

[1] FRANCE TELECOM,CNET,TECHNOPOLE ANTICIPA,TNT,RIO,LAB,F-22307 LANNION,FRANCE

来源：

NEURAL PROCESSING LETTERS | 1997年 / 5卷 / 02期

关键词：

autoencoder; face detection; information theory; neural network;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A generative neural network model, constrained by non-face examples chosen by an iterative algorithm, is applied to fact: detection. To improve the generalization ability of the model, another constraint based on the minimum description length is added. This model is tested and compared with another state-of-the-art face detection system on a large image test set collected at CMU.

引用

页码：73 / 81

页数：9

共 50 条

[41] Face recognition model applied to the missing people problem
Figueredo, Marcos Batista
de Souza, Josemar Rodrigues
PROCEEDINGS OF THE 2013 8TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2013), 2013,
[42] Active Contour Model Applied to Segmentation of Human Face
Rangayya
Amrapur, Basavaraj
INNOVATIONS IN ELECTRONICS AND COMMUNICATION ENGINEERING, 2019, 33 : 31 - 36
[43] Depth Estimation of Face Images Based on the Constrained ICA Model
Sun, Zhan-Li
Lam, Kin-Man
ADVANCES IN MULTIMEDIA INFORMATION PROCESSING-PCM 2010, PT I, 2010, 6297 : 527 - 536
[44] Improving Face Liveness Detection Robustness with Deep Convolutional Generative Adversarial Networks
Padnevych, Ruslan
Semedo, David
Carmo, David
Magalhaes, Joao
2022 30TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2022), 2022, : 1866 - 1870
[45] Depth Estimation of Face Images Based on the Constrained ICA Model
Sun, Zhan-Li
Lam, Kin-Man
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2011, 6 (02) : 360 - 370
[46] Face and hands detection and tracking applied to the monitoring of medication intake
Ammouri, Soufiane
Bilodeau, Guillaume-Alexandre
PROCEEDINGS OF THE FIFTH CANADIAN CONFERENCE ON COMPUTER AND ROBOT VISION, 2008, : 147 - 154
[47] Applied screening tests for the detection o superior face recognition
Bate, Sarah
Frowd, Charlie
Bennetts, Rachel
Hasshim, Nabil
Murray, Ebony
Bobak, Anna K.
Wills, Harriet
Richards, Sarah
COGNITIVE RESEARCH-PRINCIPLES AND IMPLICATIONS, 2018, 3
[48] Retinal vision applied to facial features detection and face authentication
Smeraldi, F
Bigun, J
PATTERN RECOGNITION LETTERS, 2002, 23 (04) : 463 - 475
[49] BACK-FACE CULLING APPLIED TO COLLISION DETECTION OF POLYHEDRA
VANECEK, G
JOURNAL OF VISUALIZATION AND COMPUTER ANIMATION, 1994, 5 (01): : 55 - 63
[50] Toward Empathic Communication: Emotion Differentiation via Face-to-Face Interaction in Generative Model of Emotion
Hieida, Chie
Horii, Takato
Nagai, Takayuki
2018 JOINT IEEE 8TH INTERNATIONAL CONFERENCE ON DEVELOPMENT AND LEARNING AND EPIGENETIC ROBOTICS (ICDL-EPIROB), 2018, : 66 - 71

← 1 2 3 4 5 →