International Journal of Electrical, Electronics and Data Communication (IJEEDC)
eISSN:2320-2084 , pISSN:2321-2950
Follow Us On :
current issue
Volume-12,Issue-4  ( Apr, 2024 )
  1. Volume-12,Issue-3  ( Mar, 2024 )
  2. Volume-12,Issue-2  ( Feb, 2024 )
  3. Volume-12,Issue-1  ( Jan, 2024 )

Statistics report
Jul. 2024
Submitted Papers : 80
Accepted Papers : 10
Rejected Papers : 70
Acc. Perc : 12%
Issue Published : 136
Paper Published : 1737
No. of Authors : 4816
  Journal Paper

Paper Title :
Indian Wheat Seed Classification Based On Texture Analysis Using Ann

Author :Radhika V Ronge, M M Sardeshmukh

Article Citation :Radhika V Ronge ,M M Sardeshmukh , (2014 ) " Indian Wheat Seed Classification Based On Texture Analysis Using Ann " , International Journal of Electrical, Electronics and Data Communication (IJEEDC) , pp. 96-99, Volume-2,Issue-7

Abstract : Aid of computer (machine) vision techniques is an accusative method which will helpful in online verification and in stepping up the accuracy of wheat seed classification in real applications of agricultural industry. The study contains the evaluation of how efficiently relegate the wheat seed types of most effective texture features group through the examination of distinct texture features of wheat seed species images. Including all, there were 60 gray scale images of bulk wheat seed species were taken under the standardized illumination condition (fluorescent light).There are 131 textural features were educed from six numbers of matrices namely LBP(local binary pattern),LSN(local similarity number),LSP(local similarity pattern),gray level, GLRM (gray level run-length matrix) and GLCM (gray level co-occurrence matrix).The substantial textural features were ranked with the use of stepwise discrimination process. This process was severally used for each matrix and features of all matrices simultaneously as well. The artificial neural network (ANN) was used for the classification of wheat seed. The percentage of average accuracy of classification result was 76% when selective 60 features were considered.

Type : Research paper

Published : Volume-2,Issue-7


Copyright: © Institute of Research and Journals

| PDF |
Viewed - 58
| Published on 2014-07-01
IRAJ Other Journals
IJEEDC updates
Volume-12,Issue-4(April ,2024) Want to join us ? CLick here
The Conference World



Technical Editor, IJEEDC
Department of Journal and Publication
Plot no. 30, Dharma Vihar,
Khandagiri, Bhubaneswar, Odisha, India, 751030
Mob/Whatsapp: +91-9040435740