Prediction of size and mass of pistachio kernels using random Forest machine learning
SK Vidyarthi, R Tiwari, SK Singh… - Journal of Food Process …, 2020 - Wiley Online Library
The size and mass of the pistachio kernels are important parameters in pistachio industry
worldwide, which are generally associated with pistachio classification and consumer's …
worldwide, which are generally associated with pistachio classification and consumer's …
Prediction of Pistachio (Pistacia vera L.) Mass Based on Shape and Size Attributes by Using Machine Learning Algorithms
C Saglam, N Cetin - Food Analytical Methods, 2022 - Springer
Size, mass, and shape attributes play a significant role in the quality assessment and post-
harvest technologies of agricultural products. Pistachio is widely consumed worldwide, and …
harvest technologies of agricultural products. Pistachio is widely consumed worldwide, and …
Classification of peeled pistachio kernels using computer vision and color features
In this study, an algorithm based on combined image processing and machine learning
techniques including artificial neural networks (ANN) and support vector machine (SVM) …
techniques including artificial neural networks (ANN) and support vector machine (SVM) …
Soft computing-based approach on prediction promising pistachio seedling base on leaf characteristics
Fruit trees breeding is a time-consuming process. It can save time and cost in a fruit
breeding program if promising genotypes can be predicted at the early stages of vegetative …
breeding program if promising genotypes can be predicted at the early stages of vegetative …
Sensory and instrumental texture assessment of roasted pistachio nut/kernel by partial least square (PLS) regression analysis: effect of roasting conditions
T Mohammadi Moghaddam, SMA Razavi… - Journal of food science …, 2016 - Springer
Roasting is an important step in the processing of pistachio nuts. The effect of hot air
roasting temperature (90, 120 and 150° C), time (20, 35 and 50 min) and air velocity (0.5, 1.5 …
roasting temperature (90, 120 and 150° C), time (20, 35 and 50 min) and air velocity (0.5, 1.5 …
Machine learnt image processing to predict weight and size of rice kernels
Accurate measurement of rice kernel sizes after milling is critical for rice milling operations.
The size and mass of the individual rice kernels are important parameters typically …
The size and mass of the individual rice kernels are important parameters typically …
Effect of roasting conditions on hardness, moisture content and colour of pistachio kernels
Roasting of whole-kernels is an important step in the production of pistachio paste. The
effect of hot air roasting temperatures (90-190 C) and times (5-65 min) on the hardness …
effect of hot air roasting temperatures (90-190 C) and times (5-65 min) on the hardness …
[HTML][HTML] Design, development and evaluation of an online grading system for peeled pistachios equipped with machine vision technology and support vector machine
H Nouri-Ahmadabadi, M Omid, SS Mohtasebi… - Information Processing …, 2017 - Elsevier
In this study, an intelligent system based on combined machine vision (MV) and Support
Vector Machine (SVM) was developed for sorting of peeled pistachio kernels and shells. The …
Vector Machine (SVM) was developed for sorting of peeled pistachio kernels and shells. The …
Sorting of in-shell pistachio nuts from kernels using color imaging
RP Haff, TC Pearson, N Toyofuku - Applied engineering in …, 2010 - elibrary.asabe.org
Sorting pistachio kernels from in-shell nuts currently requires a combination of automated
and manual sorting, an expensive and labor-intensive two-stage process. This research …
and manual sorting, an expensive and labor-intensive two-stage process. This research …
Non-targeted approach to detect pistachio authenticity based on digital image processing and hybrid machine learning model
C Doğan, E Şehirli, N Doğan, İ Buran - Journal of Food Measurement and …, 2023 - Springer
In this study, we propose a new method for detecting green pea adulteration in pistachio
based on digital image and machine learning (ML). An algorithm was built using digital …
based on digital image and machine learning (ML). An algorithm was built using digital …