Paper Title:
Comparison System of Face Identification Algorithms under Application-Specific

It has been the academic researching subject how to objectively compare the various face identification algorithms. This paper design a system based on the Colorado State University identification evaluation system, which can compare face identification algorithms under application-specific. First of all, introduced the old system; then taken the logging system for desktop of PC as an example, designed the comparing system of face identification algorithms under application-specific, coded the process of achieving and pre-processed data and described the steps of processing data; at last tested PCA_MahCosine, LDA_ldaSoft, Bayesian_ML, PCA_Euclidean and Bayesian_MAP five common face identification methods, conclude Bayesian_ML algorithm is the best algorithm in face recognition logging system for logging on PC desktop and give the parameter in the system, provide a sample for testing face identification algorithms under application-specific.

Advanced Materials Research (Volumes 268-270)
Edited by
Feng Xiong
J. F. Zhao, W. H. Zeng, M. Liu, "Comparison System of Face Identification Algorithms under Application-Specific", Advanced Materials Research, Vols. 268-270, pp. 2072-2076, 2011
Online since
July 2011
Authors: Bin Li, Jin Yang, Cai Ming Liu, Jian Dong Zhang, Yan Zhang
Abstract:Clustering analysis is an important method to research the Web user’s browsing behavior and identify the potential customers on Web usage...
Authors: Zhi Ping Zhang, Xi Liu Zhou, Jian Ping Liu
Abstract:We design and realize a testing and analyzing tool for performance of image compression algorithms. This tool can test and analyze...
Authors: Jin Tong Li, Xiao Jie Duan
Chapter 1: CAD/CAM
Abstract:The high speed of image processing is required in the real-time image processing system. To improve the image processing speed, it is mainly...
  | Authors: Yu Sun, Zhong Hui Lin, Ru Bo Zhang
Chapter 3: Computer Theory, Software and Computer Technologies
Abstract:Data manifold represented in the reality is intrinsically in tensor form and so tensor-based subspace algorithms can preserve the intrinsic...
Authors: Yang Zhang, Guo Shun Zhou, Shen Hua
Chapter 1: Engineering Design. Theory and Practice
Abstract:The explosive growth of world-wide-web and the emergence of e-commerce make the Collaborative Filtering (CF) algorithms widely used in...