Date fruit classification for robotic harvesting in a natural environment using deep learning

H Altaheri, M Alsulaiman, G Muhammad - Ieee Access, 2019 - ieeexplore.ieee.org
An accurate vision system to classify and analyze fruits in real time is critical for harvesting
robots to be cost-effective and efficient. However, practical success in this area is still limited …

Date fruits classification using texture descriptors and shape-size features

G Muhammad - Engineering Applications of Artificial Intelligence, 2015 - Elsevier
In this paper, we proposed a system of automatically classifying different types of dates from
their images. Different dates have various distinguished features that can be useful to …

RGB color imaging technique for grading of dates

A Manickavasagan, NK Al-Mezeini, HN Al-Shekaili - Scientia Horticulturae, 2014 - Elsevier
Hardness is one of the major factors in determining the quality of dried fruits. It increases the
chewiness and toughness of the fruits. A robust quality assurance system is required for on …

A new method for automatic date fruit classification

O Aiadi, ML Kherfi - International Journal of Computational …, 2017 - inderscienceonline.com
Date fruit classification by human is tedious, slow and requires several workers. In this
paper, we propose a method for automatic classification of dates. Because dates of the …

Smart camera for quality inspection and grading of food products

Z Guo, M Zhang, DJ Lee, T Simons - Electronics, 2020 - mdpi.com
Due to the increasing consumption of food products and demand for food quality and safety,
most food processing facilities in the United States utilize machines to automate their …

Automatic date fruit recognition using outlier detection techniques and Gaussian mixture models

O Aiadi, ML Kherfi, B Khaldi - ELCVIA Electronic Letters on …, 2019 - elcvia.cvc.uab.es
In this paper, we propose a method for automatically recognizing different date varieties. The
presence of outlier samples could significantly degrade the recognition outcomes …

Automatic date fruit classification by using local texture descriptors and shape-size features

G Muhammad - 2014 European Modelling Symposium, 2014 - ieeexplore.ieee.org
In this paper, we propose a system of automatically classifying different types of dates from
their images. Different dates have various distinguished features that can be useful to …

Dates fruit classification using convolution neural networks

H Alaskar, S Alhewaidi, B Obaid, G Alzahrani… - Proceedings of Sixth …, 2022 - Springer
Date is a fruit rich in dietary fiber with global commercial value due to its nutritional and
medicinal value in curing and preventing various diseases. The grading and sorting process …

[PDF][PDF] A nondestructive method based on an artificial vision for beef meat quality assesement

N El Barbri, A Halimi, K Rhofir - Int J Innov Res Electr Electron Instrum …, 2014 - academia.edu
The performance of artificial vision as a nondestructive technology has been evaluated in
monitoring beef meat quality at a storage temperature of 4 C for more than two weeks. A …

Image-based deep learning automated grading of date fruit (Alhasa case study Saudi Arabia)

A Aldandan, S AlGhanim… - … Vision and Robotics, 2024 - inderscienceonline.com
Dates are small and popular in the Middle East, and they grow in many countries. Many
researchers focus on classifying dates by type. But the researchers did not consider that …