Development of an early warning algorithm to detect sick broilers

Development of an early warning algorithm to detect sick broilers •The aim of the paper was to automatically diagnose the health status of broilers.•K-means clustering and the ellipse model were used to segment the images.•Seven features were identified to recognize the health status of broilers.•The SVM model, using the POLY kernel function, obtains an accuracy rate of 99.469%.•The algorithm achieves the purpose of early warning. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Computers and Electronics in Agriculture Elsevier

Development of an early warning algorithm to detect sick broilers

Loading next page...
 
/lp/elsevier/development-of-an-early-warning-algorithm-to-detect-sick-broilers-DME0pdl6C8
Publisher
Elsevier
Copyright
Copyright © 2017 Elsevier B.V.
ISSN
0168-1699
eISSN
1872-7107
D.O.I.
10.1016/j.compag.2017.11.032
Publisher site
See Article on Publisher Site

Abstract

•The aim of the paper was to automatically diagnose the health status of broilers.•K-means clustering and the ellipse model were used to segment the images.•Seven features were identified to recognize the health status of broilers.•The SVM model, using the POLY kernel function, obtains an accuracy rate of 99.469%.•The algorithm achieves the purpose of early warning.

Journal

Computers and Electronics in AgricultureElsevier

Published: Jan 1, 2018

References

You’re reading a free preview. Subscribe to read the entire article.


DeepDyve is your
personal research library

It’s your single place to instantly
discover and read the research
that matters to you.

Enjoy affordable access to
over 18 million articles from more than
15,000 peer-reviewed journals.

All for just $49/month

Explore the DeepDyve Library

Search

Query the DeepDyve database, plus search all of PubMed and Google Scholar seamlessly

Organize

Save any article or search result from DeepDyve, PubMed, and Google Scholar... all in one place.

Access

Get unlimited, online access to over 18 million full-text articles from more than 15,000 scientific journals.

Your journals are on DeepDyve

Read from thousands of the leading scholarly journals from SpringerNature, Elsevier, Wiley-Blackwell, Oxford University Press and more.

All the latest content is available, no embargo periods.

See the journals in your area

DeepDyve

Freelancer

DeepDyve

Pro

Price

FREE

$49/month
$360/year

Save searches from
Google Scholar,
PubMed

Create lists to
organize your research

Export lists, citations

Read DeepDyve articles

Abstract access only

Unlimited access to over
18 million full-text articles

Print

20 pages / month

PDF Discount

20% off