On-tree fruit image segmentation comparing Mask R-CNN and Vision Transformer models. Application in a novel algorithm for pixel-based fruit size estimation

Author:

Giménez-Gallego JaimeORCID,Martinez-del-Rincon Jesús,González-Teruel Juan D.,Navarro-Hellín Honorio,Navarro Pedro J.,Torres-Sánchez Roque

Publisher

Elsevier BV

Reference65 articles.

1. Detection of the pomegranate fruits on tree using image processing. 2012 1st Int. Conf;Akin;Agro-Geoinformatics, Agro-Geoinformatics,2012

2. Deep learning techniques for estimation of the yield and size of citrus fruits using a UAV;Apolo-Apolo;Eur. J. Agron.,2020

3. On-tree fruit monitoring system using IoT and image analysis;Behera;Concurr. Eng. Res. Appl.,2021

4. Image-based size estimation of broccoli heads under varying degrees of occlusion;Blok;Biosyst. Eng.,2021

5. Detecting ripe fruits under natural occlusion and illumination conditions;Chen;Comput. Electron. Agric.,2021

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