Xipeng Qiu, Lide Wu  Home/Search
Context
Related
| fudan.edu.cn/mcwil/~x...ICIP05_NMMC.pdf Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: fudan.edu.cn/mcwil...Publications (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: Linear discriminant analysis (LDA) is a popular feature extraction technique in statistical pattern recognition. However, it often suffers from the small sample size problem when dealing with the high dimensional image data. Moreover, while LDA is guaranteed to find the best directions when each class has a Gaussian density with a common covariance matrix, it can fail if the class densities are more general. In this paper, a new feature extraction method, nonparametric maximum margin criterion... (Update)
Similar documents (at the sentence level):
6.2%: Face Recognition By Stepwise Nonparametric Margin Maximum Criterion - Qiu, Wu (2005) (Correct)
6.2%: Stepwise Nearest Neighbor Discriminant Analysis - Qiu, Wu (2005) (Correct)
Active bibliography (related documents): More All
0.5: IMMC: Incremental Maximum Margin Criterion - Jun Yan Benyu (Correct)
0.4: A Maximum Uncertainty LDA-based approach for - Limited Sample Size (2004) (Correct)
0.3: Null Space-Based Lda With Weighted Dual Personal Subspaces.. - Recognition Xipeng Qiu (Correct)
Similar documents based on text:
0.0: Unknown - (Correct)
BibTeX entry: (Update)
@misc{ qiu-nonparametric,
author = "Xipeng Qiu and Lide Wu",
title = "Nonparametric Maximum Margin Criterion For Face Recognition",
url = "citeseer.ist.psu.edu/748798.html" }
Citations (may not include all citations):897 Introduction to statistical pattern recognition (context) - Fukunaga - 1990
495 Eigenfaces for recognition (context) - Turk, Pentland - 1991
140 The Elements of Statistical Learning (context) - Hastie, Tibshirani et al. - 2001
124 Eigenfaces vs. Fisherfaces: Recognition using class specific.. - Belhumeur, Hespanda et al. - 1997
90 The feret database and evaluation procedure for face recogni.. (context) - Phillips, Wechsler et al. - 1998
41 Parameterisation of a stochastic model for human face identi.. - Samaria, Harter - 1994
16 Bayesian face recognition (context) - Moghaddam, Jebara et al. - 2000
11 A new LDAbased face recognition system which can solve the s.. (context) - Chen, Liao et al. - 2000
6 A direct LDA algorithm for highdimensional data with applica.. - Yu, Yang - 2067
6 Why can LDA be performed in PCA transformed space (context) - Yang, Yang - 2003
5 A generalized optimal set of discriminant vectors (context) - Liu, Cheng et al. - 1992
3 Nonparametric discriminant analysis (context) - Fukunaga, Mantock - 1983
2 Efficient and robust feature extraction by maximum margin cr.. - Li, Jiang et al. - 2003
1 Dual-space linear discriminant analysis for face recognition (context) - Wang, Tang - 2004
Documents on the same site (http://www.cs.fudan.edu.cn/mcwil/~xpqiu/Publications.html): More
Null Space-Based Lda With Weighted Dual Personal Subspaces.. - Recognition Xipeng Qiu (Correct)
Face Recognition By Stepwise Nonparametric Margin Maximum Criterion - Qiu, Wu (2005) (Correct)
Stepwise Nearest Neighbor Discriminant Analysis - Qiu, Wu (2005) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC