A new deep-learning strawberry instance segmentation methodology based on a fully convolutional neural network

Instance segmentation is one of the image processing problems where deep learning techniques are beginning to show potential. In agriculture, one of its main application is automatic fruit harvesting. This study focuses on its application on strawberry crops, where the development of automatic harve...

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Bibliographic Details
Published in:	Neural computing & applications Vol. 33; no. 22; pp. 15059 - 15071
Main Authors:	Perez-Borrero, Isaac, Marin-Santos, Diego, Vasallo-Vazquez, Manuel J., Gegundez-Arias, Manuel E.
Format:	Journal Article
Language:	English
Published:	London Springer London 01.11.2021 Springer Nature B.V
Subjects:	Algorithms Artificial Intelligence Artificial neural networks Centroids Computational Biology/Bioinformatics Computational Science and Engineering Computer Science Data Mining and Knowledge Discovery Deep learning Harvest Harvesting Image processing Image Processing and Computer Vision Image segmentation Instance segmentation Machine learning Mean Methodology Neural networks Probability and Statistics in Computer Science Real time Review Article Strawberries Instance segmentation Deep learning Centroid prediction-based approach for instance segmentation Strawberry segmentation
ISSN:	0941-0643, 1433-3058
Online Access:	Get full text
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