Advances In Biometric Person Authentication: 5th Chinese Conference On Biometric Recognition, Sinobiometrics 2004, Guangzhou, China, December 13-14, 2004, Proceedings

by Li, S. Z.; Lai, Jianhuang; Tan, Tieniu; Feng, Guocan; Wang, Yunhong

• ISBN13: 9783540240297
• ISBN10: 3540240292
• Format: Paperback
• Copyright: 2005-02-01
• Publisher: Springer Verlag

Summary

This book constitutes the refereed proceedings of the 5th Chinese Conference on Biometric Recognition, SINOBIOMETRICS 2004, held in Guanzhou, China in December 2004. The 60 revised full papers presented together with 14 invited papers by internationally leading researchers were carefully reviewed and selected from 140 submissions. The papers are organized in topical sections on biometrics, best performing biometric engines, face localization, pose estimation, face recognition, 3D based methods, subspace and discriminant analysis, systems and applications, fingerprint preprocessing and minutiae extraction, fingerprint recognition and matching, fingerprint classificaiton, iris recognition, speaker recognition, and other biometric primitives.

Table of Contents

Part I Biometrics
Biometrics: When Identity Matters	1	(2)
Arun Ross
Anil K. Jain
Face Recognition: Technical Challenges and Research Directions	3	(1)
Stan Z. Li
The State of the Art in Fingerprint Classification	4	(1)
Raffaele Cappelli
Recognising Persons by Their Iris Patterns	5	(21)
John Daugman
Multiple Classifier Fusion for Biometric Authentication	26	(1)
Josef Kittler
Performance Evaluation in 1:1 Biometric Engines	27	(20)
Ruud M. Bolle
Nalini K. Ratha
Sharath Pankanti
Part II Best Performing Biometric Engines
Discussions on Some Problems in Face Recognition	47	(10)
Xiaoqing Ding
Chi Fang
Improving Fingerprint Recognition Performance Based on Feature Fusion and Adaptive Registration Pattern	57	(10)
Jie Tian
Yuliang He
Xin Yang
Liang Li
XinJian Chen
Iris Recognition Based on Non-local Comparisons	67	(11)
Zhenan Sun
Tieniu Tan
Yunhong Wang
Palmprint Authentication Technologies, Systems and Applications	78	(12)
David Zhang
Guangming Lu
Adams Wai-Kin Kong
Michael Wong
Part III Face Recognition
Face Localization
Novel Face Detection Method Based on Gabor Features	90	(10)
Jie Chen
Shiguang Shan
Peng Yang
Shengye Yan
Xilin Chen
Wen Gao
Optimal Shape Space and Searching in ASM Based Face Alignment	100	(10)
Lianghua He
Stan Z. Li
Jianzhong Zhou
Li Zhao
Cairong Zou
Gabor Wavelet-Based Eyes and Mouth Detection Algorithm	110	(8)
Xiangping Wang
Xingming Zhang
An Entropy-Based Diversity Measure for Classifier Combining and Its Application to Face Classifier Ensemble Thinning	118	(7)
Wenyao Liu
Zhaohui Wu
Gang Pan
Estimating the Visual Direction with Two-Circle Algorithm	125	(12)
Haiyuan Wu
Qian Chen
Toshikazu Wada
Multiple Face Contour Detection Using Adaptive Flows	137	(7)
Fuzhen Huang
Jianbo Su
Pose Estimation
Pose Normalization Using Generic 3D Face Model as a Priori for Pose-Insensitive Face Recognition	144	(9)
Xiujuan Chai
Shiguang Shan
Wen Gao
Xin Liu
Gabor-Based Kernel Fisher Discriminant Analysis for Pose Discrimination	153	(9)
Jiada Chen
Jianhuang Lai
Guocan Feng
Robust Pose Estimation of Face Using Genetic Algorithm	162	(10)
Chao Zhang
Guocan Feng
Jianhuang Lai
Facial Pose Estimation Based on the Mongolian Race's Feature Characteristic from a Monocular Image	172	(7)
Huaming Li
Mingquan Zhou
Guohua Geng
Face Recognition
Boosting Statistical Local Features for Face Recognition	179	(8)
Guangcheng Zhang
Xiangsheng Huang
Stan Z. Li
Yangsheng Wang
Xihong Wu
Gabor Features Based Method Using HDR (G-HDR) for Multiview Face Recognition	187	(9)
Dan Yao
Xiangyang Xue
Yufei Guo
Face Recognition Under Varying Lighting Based on Derivates of Log Image	196	(9)
Laiyun Qing
Shiguang Shan
Wen Gao
A Fast Method of Lighting Estimate Using Multi-linear Algebra	205	(7)
Yuequan Luo
Guangda Su
Face Recognition Using More than One Still Image: What Is More?	212	(12)
Shaohua Kevin Zhou
Video-Based Face Recognition Using a Metric of Average Euclidean Distance	224	(9)
Jiangwei Li
Yunhong Wang
Tieniu Tan
3D-Based Methods
3D Face Recognition Based on G-H Shape Variation	233	(11)
Chenghua Xu
Yunhong Wang
Tieniu Tan
Long Quan
3D Face Recognition Based on Geometrical Measurement	244	(6)
Mingquan Zhou
Xiaoning Liu
Guohua Geng
3D Face Recognition Using Eigen-Spectrum on the Flattened Facial Surface	250	(8)
Lei Zheng
Gang Pan
Zhaohui Wu
Building a 3D Morphable Face Model by Using Thin Plate Splines for Face Reconstruction	258	(10)
Hui Guo
Jiayan Jiang
Liming Zhang
3D Surface Reconstruction Based on One Non-symmetric Face Image	268	(7)
Li Feng
Jianhuang Lai
Lei Zhang
Subspace and Discriminant Analysis
Recent Advances in Subspace Analysis for Face Recognition	275	(13)
Qiong Yang
Xiaoou Tang
Component-Based Cascade Linear Discriminant Analysis for Face Recognition	288	(8)
Wenchao Zhang
Shiguang Shan
Wen Gao
Yizheng Chang
Bo Cao
Unified Locally Linear Embedding and Linear Discriminant Analysis Algorithm (ULLELDA) for Face Recognition	296	(9)
Junping Zhang
Huanxing Shen
Zhi-Hua Zhou
On Dimensionality Reduction for Client Specific Discriminant Analysis with Application to Face Verification	305	(8)
Xiaojun Wu
Kittler Josef
Jingyu Yang
Messer Kieron
Shitong Wang
Jieping Lu
The Solution Space for Fisher Discriminant Analysis and the Uniqueness Under Constraints	313	(7)
Weishi Zheng
Jianhuang Lai
Pong C. Yuen
A Novel One-Parameter Regularized Linear Discriminant Analysis for Solving Small Sample Size Problem in Face Recognition	320	(10)
Wensheng Chen
Pong C. Yuen
Jian Huang
Daoqing Dai
Fast Calculation for Fisher Criteria in Small Sample Size Problem	330	(9)
Weishi Zheng
Jianhuang Lai
Pong C. Yuen
Systems and Applications
Vision-Based Face Understanding Technologies and Their Applications	339	(10)
Shihong Lao
Masato Kawade
International Standardization on Face Recognition Technology	349	(9)
Wonjun Hwang
Seok Cheol Kee
System Design and Assessment Methodology for Face Recognition Algorithms	358	(12)
Hyeonjoon Moon
Baseline Evaluations on the CAS-PEAL-R1 Face Database	370	(9)
Bo Cao
Shiguang Shan
Xiaohua Zhang
Wen Gao
An Efficient Compression and Reconstruction Method of Face Image for Low Rate Net	379	(7)
Xing Li
Jianhuang Lai
ZhiBin Zhang
How Can We Reconstruct Facial Image from Partially Occluded or Low-Resolution One?	386	(14)
Seong-Whan Lee
Jeong-Seon Park
Bon-Woo Hwang
A Matrix-Oriented Method for Appearance-Based Data Compression -- An Idea from Group Representation Theory	400	(5)
Deli Zhao
Chongqing Liu
Yuehui Zhang
Part IV Fingerprint Recognition
Fingerprint Preprocessing and Minutiae Extraction
An Adaptive Fingerprint Post-processing Algorithm Based on Mathematical Morphology	405	(9)
Fei Su
Anni Cai
Fingerprint Image Segmentation by Energy of Gaussian-Hermite Moments	414	(10)
Lin Wang
Mo Dai
Guohua Geng
Robust Ridge Following in Fingerprints	424	(8)
Jianjiang Feng
Fei Su
Anni Cai
A New Approach for Fingerprint Minutiae Extraction	432	(7)
Qingshi Tang
Duoqian Miao
Wenjie Fu
A Top-Down Fingerprint Image Enhancement Method Based on Fourier Analysis	439	(10)
Guocai Zhu
Chao Zhang
Fingerprint Templates Combination	449	(12)
Wei-Yun Yau
Kar-Ann Toh
Tai-Pang Chen
Skeletonization of Fingerprint Based-on Modulus Minima of Wavelet Transform	461	(10)
Xinge You
Jianwei Yang
Yuan Yan Tang
Bin Fang
Luoqing Li
Fingerprint Registration and Matching
Transformation-Variants Estimation Using Similarity Relative Histogram Grouping Model	471	(10)
Yuliang He
Jie Tian
A Study of Minutiae Matching Algorithm Based on Orientation Validation	481	(9)
Zhongchao Shi
Jin Qi
Xuying Zhao
Yangsheng Wang
Cascading a Couple of Registration Methods for a High Accurate Fingerprint Verification System	490	(8)
Jin Qi
Zhongchao Shi
Xuying Zhao
Yangsheng Wang
A Hierarchical Fingerprint Matching Method Based on Rotation Invariant Features	498	(8)
Dequn Zhao
Fei Su
Anni Cai
Phase-Correlation Based Registration of Swipe Fingerprints	506	(10)
Yongliang Zhang
Jie Yang
Hongtao Wu
Yunfeng Xue
Fingerprint Classification
An Improved Method for Singularity Detection of Fingerprint Images	516	(9)
Hongwei Zhang
Yilong Yin
Guozhen Ren
Fingerprint Classifier Using Embedded Hidden Markov Models	525	(7)
Zongying Ou
Hao Guo
Honglei Wei
A Robust Pseudoridges Extraction Algorithm for Fingerprints	532	(7)
Taizhe Tan
Yongquan Yu
Fangli Cui
Part V Iris Recognition
Iris Image Capture System Design for Personal Identification	539	(7)
Yuqing He
Yangsheng Wang
Tieniu Tan
An Iris Segmentation Procedure for Iris Recognition	546	(8)
Xiaoyan Yuan
Pengfei Shi
Zernike Moment Invariants Based Iris Recognition	554	(8)
Chenhong Lu
Zhaoyang Lu
Two-Dimensional Projection and Crossing for Iris Optimal Localization	562	(7)
Xueyi Ye
Peng Yao
Liang Wu
Zhenquan Zhuang
Part VI Speaker Recognition
Improvement of Speaker Identification by Combining Prosodic Features with Acoustic Features	569	(8)
Rong Zheng
Shuwu Zhang
Bo Xu
Bimodal Speaker Identification Using Dynamic Bayesian Network	577	(9)
Dongdong Li
LiFeng Sang
Yingchun Yang
Zhaohui Wu
A Novel Pitch Period Detection Algorithm Based on Hilbert-Huang Transform	586	(8)
Zhihua Yang
Daren Huang
Lihua Yang
Noisy Speech Pitch Detection Based on Mathematical Morphology and Weighted MACF	594	(8)
Xia Wang
Hongmei Tang
Xiaoqun Zhao
Glottal Information Based Spectral Recuperation in Multi-channel Speaker Recognition	602	(8)
Pu Yang
Yingchun Yang
Zhaohui Wu
Speaker Modeling Technique Based on Regression Class for Speaker Identification with Sparse Training	610	(7)
Zhonghua Fu
Rongchun Zhao
Part VII Other Biometrics
Some Issues Pertaining to Adaptive Multimodal Biometric Authentication	617	(12)
Kar-Ann Toh
Quoc-Long Tran
Wei-Yun Yau
Protecting Biometric Data for Personal Identification	629	(10)
Muhammad Khurram Khan
Jiashu Zhang
Lei Tian
Digital Curvelet Transform for Palmprint Recognition	639	(7)
Kaifeng Dong
Guiyu Feng
Dewen Hu
On-line Writer Verification Using Force Features of Basic Strokes	646	(8)
Ming Meng
Zhongcheng Wu
Ping Fang
YunJian Ge
Yong Yu
A Novel Force Sensitive Tablet for Handwriting Information Acquisition	654	(9)
Zhongcheng Wu
Ping Fang
Ming Meng
Fei Shen
Shape and Structural Feature Based Ear Recognition	663	(8)
Zhichun Mu
Li Yuan
Zhengguang Xu
Dechun Xi
Shuai Qi
LLE Based Gait Analysis and Recognition	671	(9)
Honggui Li
Xingguo Li
Personal Identification Using Knuckleprint	680	(10)
Qiang Li
Zhengding Qiu
Dongmei Sun
Jie Wu
AAM Based Matching of Hand Appearance for User Verification	690	(7)
Xiaolong Teng
Ying Liu
Chongqing Liu
Author Index	697