Face authentication based on multiple profiles extracted from range data

Authors:
Yijun Wu;Gang Pan;Zhaohui Wu
Affiliations:
Department of Computer Science and Engineering, Zhejiang University, Hangzhou, P.R. China;Department of Computer Science and Engineering, Zhejiang University, Hangzhou, P.R. China;Department of Computer Science and Engineering, Zhejiang University, Hangzhou, P.R. China
Venue:
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Year:
2003

Citing 4
Cited 10

Human face profile recognition by computer

Pattern Recognition
A Method for Registration of 3-D Shapes

IEEE Transactions on Pattern Analysis and Machine Intelligence - Special issue on interpretation of 3-D scenes—part II
Real-time 3D model acquisition

Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Comparing Images Using the Hausdorff Distance

IEEE Transactions on Pattern Analysis and Machine Intelligence

3D Face Recognition by Local Shape Difference Boosting

ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Extracting Structured Topological Features from 3D Facial Surface: Approach and Applications

ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
The spiral facets: A unified framework for the analysis and description of 3D facial mesh surface

3D Research
Attention based facial symmetry detection

ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Exploring facial expression effects in 3d face recognition using partial ICP

ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
A survey of 3d face recognition methods

AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
3D face recognition using eigen-spectrum on the flattened facial surface

SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Profile-Based 3d face registration and recognition

ICISC'04 Proceedings of the 7th international conference on Information Security and Cryptology
Super-Resolution of 3d face

ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
3D facial landmark localization via a local surface descriptor HoSNI

IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering

Quantified Score

Hi-index	0.00

Visualization

Abstract

In this paper we address face authentication based on profiles extracted from range data. Three kinds of profiles are defined, then extracted, and are combined to classify. For obtaining central profile, a novel robust symmetry plane detection method is proposed. A global profile matching approach based on the partial Hausdorff metric is presented to align and compare profiles, without detection of fiducial points that is often unreliable. To utilize more information in range data, we extract nose-crossing profile and forehead-crossing profile, more than only central profile. The experiments are carried out on a low-quality database with 180 pieces of range data of 30 individuals acquired by structured light system. Based on the experimental results, we observe that the presented scheme can cope with limited quality of facial range data.