Paper Title:
Research on Dynamic Subspace Divided BP Neural Network Identification Method of Color Space Transform Model
  Abstract

In order to improve the precision for BP neural network model color space conversion, this paper takes RGB color space and CIE L*a*b* color space as an example. Based on the input value, the color space is dynamically divided into many subspaces. To adopt the BP neural network in the subspace can effectively avoiding the local optimum of BP neural network in the whole color space and greatly improving the color space conversion precision.

  Info
Periodical
Edited by
OUYANG Yun, XU Min and YANG Li
Pages
97-100
DOI
10.4028/www.scientific.net/AMR.174.97
Citation
C. Zhi, L. H. Guo, M. Y. Zhang, Y. Shi, "Research on Dynamic Subspace Divided BP Neural Network Identification Method of Color Space Transform Model", Advanced Materials Research, Vol. 174, pp. 97-100, 2011
Online since
December 2010
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Hong Tao Miao
Chapter 1: Color and Optical Science and Technology
Abstract:With the fast development of modern printing reproduction method as well as the digital technology, the duplication of print materials has...
97