Evaluation of germination rate of tomato seeds with autonomous image processing and artificial neural networks system

2021 ◽  
pp. 303-310
Author(s):  
D. Stajnko ◽  
Č. Rozman ◽  
U. Škrubej
Keyword(s):  
Neural Networks ◽  
Image Processing ◽  
Artificial Neural Networks ◽  
Germination Rate ◽  
Tomato Seeds ◽  
Artificial Neural

scholarly journals The accuracy of the germination rate of seeds based on image processing and artificial neural networks

Agricultura ◽  
2015 ◽  
Vol 12 (1-2) ◽  
pp. 19-24
Author(s):  
Uroš Škrubej ◽  
Črtomir Rozman ◽  
Denis Stajnko
Keyword(s):  
Neural Networks ◽  
Image Processing ◽  
Artificial Neural Networks ◽  
Vision System ◽  
Germination Rate ◽  
Machine Learning Techniques ◽  
Automatic Assessment ◽  
Tomato Seed ◽  
Solanum Lycopersicum L ◽  
Artificial Neural

Abstract This paper describes a computer vision system based on image processing and machine learning techniques which was implemented for automatic assessment of the tomato seed germination rate. The entire system was built using open source applications Image J, Weka and their public Java classes and linked by our specially developed code. After object detection, we applied artificial neural networks (ANN), which was able to correctly classify 95.44% of germinated seeds of tomato (Solanum lycopersicum L.).

Detection of Eye Diseases using Image Processing and Artificial Neural Networks

2020 ◽  
pp. 15-20
Author(s):  
K. Sujatha ◽  
V. Srividhya ◽  
V. Karthikeyan ◽  
L. Madheshwaran ◽  
N. P. G. Bhavani
Keyword(s):  
Neural Networks ◽  
Image Processing ◽  
Artificial Neural Networks ◽  
Eye Diseases ◽  
Artificial Neural

Pig Weight Estimation Using Image Processing and Artificial Neural Networks

2019 ◽  
Vol 6 (4) ◽  
pp. 253-256
Author(s):  
Chanwit Kaewtapee ◽  
◽  
Choawit Rakangtong ◽  
Chaiyapoom Bunchasak
Keyword(s):  
Neural Networks ◽  
Image Processing ◽  
Artificial Neural Networks ◽  
Weight Estimation ◽  
Artificial Neural

Guest Editorial Applications Of Artificial Neural Networks To Image Processing

1998 ◽  
Vol 7 (8) ◽  
pp. 1093-1096 ◽  
Author(s):  
R. Chellappa ◽  
K. Fukushima ◽  
A.K. Katsaggelos ◽  
Sun-Yuan Kung ◽  
Y. LeCun ◽  
...  
Keyword(s):  
Neural Networks ◽  
Image Processing ◽  
Artificial Neural Networks ◽  
Guest Editorial ◽  
Artificial Neural
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