Contourlet features for 3D surface texture classification and fusion

Xiuli Yang; Junyu Dong; Zuojuan Liang

doi:10.1117/12.887963

4 February 2011 Contourlet features for 3D surface texture classification and fusion

Xiuli Yang, Junyu Dong, Zuojuan Liang

Proceedings Volume 7752, PIAGENG 2010: Photonics and Imaging for Agricultural Engineering; 77521M (2011) https://doi.org/10.1117/12.887963
Event: International Conference on Photonics and Image in Agricultural Engineering (PIAGENG 2010), 2010, Qingdao, China

Abstract

Contoulet-based features have been paid much attention in image processing applications such as image enhancement, edge detection, image fusion and image retrieval. In this paper, we present a novel approach which takes advantage of the multi-scale and multi-directional properties of the Contourlet transform to extract features of real-world rough surface texture. These features are effectively used for 3D surface texture classification and fusion. The classification scheme based on these features achieves good results even for those test samples not included in the training data sets. Three-dimensional surface texture fusion based on Contourlet can successfully preserve original texture patterns and retain the significant features of input images, which can generate fusion images under arbitrary illumination directions.

Citation Download Citation

Xiuli Yang, Junyu Dong, and Zuojuan Liang "Contourlet features for 3D surface texture classification and fusion", Proc. SPIE 7752, PIAGENG 2010: Photonics and Imaging for Agricultural Engineering, 77521M (4 February 2011); https://doi.org/10.1117/12.887963

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

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
8 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Image fusion

3D image processing

Image classification

Image filtering

Computed tomography

Feature extraction

Image processing

Show All Keywords

Keywords/Phrases

Search In:

Publication Years