loading...
 This Article 
   
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
Sixth IEEE Workshop on Applications of Computer Vision (WACV'02)
Robust and Efficient Detection of Non-Lint Material in Cotton Fiber Samples
Orlando, Florida
December 03-December 04
ISBN: 0-7695-1858-3
ASCII Text
x 
 
Yupeng Zhang, Philip W. Smith, "Robust and Efficient Detection of Non-Lint Material in Cotton Fiber Samples," Applications of Computer Vision, IEEE Workshop on, pp. 51, Sixth IEEE Workshop on Applications of Computer Vision (WACV'02), 2002.
 
 
BibTex
x
 
@article{ 10.1109/ACV.2002.1182156,
author = {Yupeng Zhang and Philip W. Smith},
title = {Robust and Efficient Detection of Non-Lint Material in Cotton Fiber Samples},
journal ={Applications of Computer Vision, IEEE Workshop on},
volume = {0},
year = {2002},
isbn = {0-7695-1858-3},
pages = {51},
doi = {http://doi.ieeecomputersociety.org/10.1109/ACV.2002.1182156},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Applications of Computer Vision, IEEE Workshop on
TI - Robust and Efficient Detection of Non-Lint Material in Cotton Fiber Samples
SN - 0-7695-1858-3
SP
EP
A1 - Yupeng Zhang,
A1 - Philip W. Smith,
PY - 2002
KW - null
VL - 0
JA - Applications of Computer Vision, IEEE Workshop on
ER -
 
Yupeng Zhang, The University of Tennessee
Philip W. Smith, The University of Tennessee
This paper describes the design of an automated image segmentation system that provides high-resolution measurements of non-lint material, or trash, in cotton samples. Unlike previous trash analysis systems, this platform is able to accurately and precisely quantify the amount of foreign matter present in a sample in the presence of both illuminant degradation and fibercolor variations by employing a new Bayesian Weighted K-Means (BWKM) approach to image segmentation. The design of the BWKM algorithm is presented in detail and its performance is verified and compared with other clustering techniques using both synthetic and real imagery.
Citation:
Yupeng Zhang, Philip W. Smith, "Robust and Efficient Detection of Non-Lint Material in Cotton Fiber Samples," wacv, pp.51, Sixth IEEE Workshop on Applications of Computer Vision (WACV'02), 2002
Usage of this product signifies your acceptance of the Terms of Use.