Multiresolution processing of color texture

Yufeng Liang; Joseph Wilder

doi:10.1117/12.360260

27 August 1999 Multiresolution processing of color texture

Yufeng Liang, Joseph Wilder

Proceedings Volume 3836, Machine Vision Systems for Inspection and Metrology VIII; (1999) https://doi.org/10.1117/12.360260
Event: Photonics East '99, 1999, Boston, MA, United States

Abstract

This paper outlines a new technique for processing structural color texture image to obtain textural units at multiple structural layers. The multi-layered color texture unit segmentation and feature abstraction allows for efficient structural texture classification and synthesis. In the three-phase process, color texture is first quantized and transformed into a grey-scale texture image. An efficient procedure for color feature clustering using PAM is introduced. In the second pahse, the global statistical features of texture are used to determine the texture unit size and the spatial relationship between the texture units in a periodic texture pattern. Finally, for texture units with internal structures, multi-layered segmenter is developed to separated these internal structures at different layers. Feature extraction and synthesis can be conducted at these multiple layers.

Citation Download Citation

Yufeng Liang and Joseph Wilder "Multiresolution processing of color texture", Proc. SPIE 3836, Machine Vision Systems for Inspection and Metrology VIII, (27 August 1999); https://doi.org/10.1117/12.360260

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available